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Prof.Dr. Wali Khan Mashwani

Prof.Dr. Wali Khan Mashwani

 Professor of Mathematics

Dean, Faculty of Physical and Numerical Sciences,Director Institute of Numerical Sciences, Academic Block-III,
Kohat University of Science & Technology (KUST), 
Kohat, 26000, Khyber PakhtunKhwa (KPK),Pakistan.

E-mail: mashwanigr8@gmail.com;walikhan@kust.edu.pk 
Office #: +9292252914648
Fax #: +92922554556.


 Academic Supervisor: Professor Qingfu Zhang, University of Essex, UK.

Cumulative Impact Factor:270.6808

My Research in a Nutshell:

My main interest lies in developing a faster and more efficient multi-objective evolutionary algorithm (MOEA) for solving multi-objective optimization problems. The goal of MOEA is to find the Pareto optimal solutions using the concepts of Pareto optimality. Hybrid MOEAs exhibit substantially improved performance than standalone MOEAs on the different test suites and real-world problems. MOEA Based on Decomposition (MOEA/D) is a generic algorithm framework. It decomposes the MOPs into several single-objective optimizations and then uses an evolutionary algorithm (EA) to optimize these sub-problems simultaneously.

I focus particular attention on developing Hybrid MOEA/D by using different techniques in its framework in an adaptive manner. Algorithms of such types are currently under investigation. I have worked under the supervision of Professor Qingfu Zhang, School of Computer Science and Electronic Engineering, University of Essex, Wivenhoe Park, Colchester, CO4 3SQ, UK. My subsidiary research interests include Evolutionary Computation, Single and Multi-objective Evolutionary Optimization, MOEA/D, Neural networks, Game Theory, Numerical Analysis, and Mathematical Programming. I have published  200 papers in SCI, ESCI, Scopus, HEC hjrs Journals, and different peer-review conference proceedings and book chapters. 

Honors/Research Grants

  1. Awarded Ph.D. Scholarship by Higher Education Commission (HEC), Pakistan.
  2. HEC Approved Supervisor ID:30172
  3. Chief organizer: Two-day workshop on’’ Soft Computing and its Practical Application’’ held on 25-26 October 2016 Sponsored by HEC, Pakistan.
  4. Chief organizer: Two-day workshop on ’Modelling, Simulation and Optimization’’ held on 25-26 March 2017 Sponsored by HEC, Pakistan.
  5. Chief organizer: Two Days Conference titled’’ The Role of Mathematics in Solving Real-world Problems’’ 29-30 November 2017. Sponsored by HEC, Pakistan.
  6. Chief organizer: Two Days Conference on’’ Artificial Intelligence and its Applications’’ 24-25 April 2018. Sponsored by HEC, Pakistan.
  7. Chief Organizer: HEC-Grant NO.2743/SC/R&D/HEC/2018, “Two Days National Conference on Emerging Trends in Scientific Computing”, at Institute of Mathematical Sciences in Kohat University of Science and Technology, Kohat, held on 28-29.11.2018
  8. Chief Organizer: International Conference on Mathematical Sciences held on 24-25 August 2019 in Collaboration with Shaheed Benazir Bhutto University  Sheringal Upper Dir.
  9. Chief Organizer: First Multi-Disciplinary KUST Workshop held on 9/03/2021 (in collaboration with the Institute of Computing and Institute  of Numerical Sciences)
  10. Chief Organizer of the KUST Culture Event  held on 6-7 March 2018 
  11. NRPU Project 5892, ’Hybrid Evolutionary Algorithms Based on Decomposition for Multi-objective Optimization Problems’’ 27-12-2017 to 28-12-2019 (Completed)
  12. Research Project number R.G.P.2/7/38 entitled “Efficient Hybrid Metaheuristic Algorithms for Solving Optimization Problems” funded by the Deanship of Scientific Research, King Khalid University, Abha, KSA. The project cost is 1,50 000 Saudi Riyals (29/05/2017 to 30/05/2019)
  13. Project ID 1543: Hacettepe University Scientific Research Coordination Unit, 06800, Beytepe-Ankara, Turkey, 2017 worth 189735.00 Turkish Lira (Completed).
  14. HEC Travel grant (Ref. No.298.122) for the presentation of the Research Paper titled: “Hybrid Differential Evolutionary Algorithms for Global Optimization Problems” at the “11th International Statistics Days Conference (11th ISDC)” held from 3-Oct-2018 to 03-07.10.2018 in Turkey.
  15. HEC Start-up Project No: 1985, Forecast Combination Methods for Ensemble Modelling, Pakistan as a Co-PI with Dr. Saima Hassan  Institute of Computing, KUST  [Completed].
  16. Academic Research Grant No: 19/HEC/(R&D) PPCR-2017 under Pakistan Programm for Collaborative Research, HEC, Pakistan.
  17. Deanship of Scientific Research, King Khalid University (KKU), Saudi Arabia, approved the project, “Advance Computational Methods for Solving Complex Computer Science and Mathematical Engineering Problems.” The project ID is R.G.P. 2/190/42. Its worth is 1,50 000 SR, and its duration is 12 months [Completed].
  18. The title of the Project,'' Advanced Soft Computing Methods for Large-Scale Global Optimization Problems,'' was awarded by Kohat University of Science and Technology Development and Research Grant under the University's R&D fund. The worth of the project, 2022, [0.547 Million],[Completed].
  19. [NRPU Project: 15332] titled Advanced Computational Methods for Mathematical Engineering Problems awarded by Higher Education Commission, Pakistan, 2022  [8.79 Million]

  20. Deanship of Scientific Research at King Khalid University for funding this work through Large Groups [RGP.2/212/1443], 2022. Its worth is 1,50 000 SR, and its duration is 12 months [Completed].


  1. Dean, Faculty of Physical and Numerical Sciences, KUST
  2. Director Institute of Numerical Sciences, KUST
  3. Convener Departmental Graduate Committee, KUST, KPK, Pakistan
  4. Convener the Board of Studies of the Institute of Numerical Sciences, KUST
  5. Convener Departmental Graduate Committee, KUST
  6. Member of Academic Council, KUST
  7. Member Board of Faculty of Physical and Numerical Sciences, KUST
  8. Member of Departmental Graduate Committee, KUST, KPK, Pakistan.
  9. Elected Member of ASRB Committee, KUST 
  10. M.Phil/Ph.D. Students Advisors, Department of Mathematics, KUST.
  11. Member of the Board of Studies for Mathematics, KUST
  12. Ex-Member of the KUST Academic Council, KUST
  13. Convener Departmental Discipline Committee, KUST
  14. Ex-Staff Proctor, KUST
  15. Ex-Elected Member of Senate, KUST
  16. Ex-City Hostel Warden, KUST
  17. Staff Hostel Warden, KUST
  18. Member of Quality Enhancement Cell, KUST
  19. Subject Expert Member of the Selection Board of the FATA University, FR, Kohat.
  20. M.Phil/Ph.D. Students Advisors, Department of Mathematics, KUST
  21. Member of the Board of Studies of  Department Mathematics, FATA University, FR Kohat
  22. Member of the Board of Studies of the Department of Mathematicstatistics,  University of Swat, Charbagh, Swat
  23. Member of Board of Studies of  Department Mathematics, University of Peshawar
  24. Member of Board of Studies of  Department Mathematics, Khushal Khan Khattak University Karak
  25. Convener of Space Allocation/Canteen Management Committee
  26. Convenor of KUST Scholarships Committee 
  27. Member of KUST Works Committee 
  28. Member of KUST NOC Committee
  29. Member of KUST Semester Reforms in Rules and Regulations
  30. Member of the KUST Investment Committee
  31. Member of the KUST Selection Committee
  32. Member of KUST Transport Maintenance Committee
  33. Member of the Central Disciplinary (CDC)  Committee 
  34. Member of  Instuitional Performance Evaluation (IPE)-QEC, KUST
  35. Member of  Instuitional Performance Evaluation (IPE)-QEC, KKKU, Karak
  36. Member of Departmental Graduate Committee, IoC, KUST
  37. Member of Board of Studies, University of Swat, Charbagh
  38. Intellectual Property Rights (IPR) Committee, KUST
  39. Head of Public Relations Office Unit, KUST
  40. Member DTRC, University of Lakki Marwat 

 Technical/Editorial/ Committee Membership:

  1. Technical Committee Member of the International Conference on Information Technology (ICIT 2014) UAE, Dubai.
  2. IEEE member
  3. Regular Member of the Machine Intelligent Research (MIR Lab), Auburn Washington, USA.
  4. Member of Scientific and Technical Committee & Editorial Review Board on Engineering and Physical Sciences.
  5. Honorary Member of the International Journal of Computer Communication & Collaboration.
  6. Review Member of the Journal of High Performance and Applications
  7. Member of the Asian Council of Science Editors
  8. Member of the Program Committee Evolutionary Computation Theory and Application ( ECTA)
  9. Member of the Algorithms Journal, Klybeckstrasse 64, 4057 Basel, Switzerland
  10. International Journal of Advanced Computer Science and Application
  11. Member of SAI Computing Conference
  12. Editorial Member of Science International Journal
  13. International Journal of Advanced Computer Science and Application
  14. SAI Computing Conference
  15. Committee Portrait - ISCSIC 2017
  16. Editorial Team-Independent Journal of Management & Production
  17. International Journal of Applied Evolutionary Computation (IJAEC)
  18. Sindh University Research Journal, Pakistan.
  19. The Nucleus Journal, Pakistan.
  20. Mathematics MDPI Journal
  21. International Symposium on Computer Science and Intelligent Controls (ISCSIC 2017 http://www.iscsic.org/)
  22. Managing Editor of the International Journal Matrix Science Mathematics
  23. IEEE Transactions on Industrial Informatics
  24. IEEE Transactions on Cybernetics
  25. Committee Portrait - ISCSIC 2017
  26. Neural Computing and Applications.
  27. IAJIT Technical Committee member 
  28. Member of the International Scientific Committee: Bodrum/Turkeyhttp://igs2018.mu.edu.tr/en/scientific-committee-2689
  29. Editorial Board - Science Research Associationhttp://www.scirea.org/editorialboard
  30. Editorial board member of the Information Engineering and Applied Computing 
  31. International Journal of Swarm Intelligence Research https://www.igi-global.com/calls-for-papers-special/international-journal-swarm-intelligence-research/1149
  32. Communications in Statistics - Theory and Methods
  33. Communications In Statistics - Case Studies and Data Analysis
  34. The Journal of Supercomputing - Springer
  36. Applied Economics, https://www.tandfonline.com/loi/raec20
  37. Journal of Applied Statistics
  38. Thermal Sciences

Research Interest: 

Evolutionary Computation, Single and Multi-objective Evolutionary Optimization, Decomposition Based Evolutionary Algorithms, Artificial Neural Networks, Machine Learning Approaches, Numerical Analysis, and Mathematical Programming and Statistical Models and their Applications.

Publications in SCI-Expanded  Journals

  1. Muhammmad Ghaffar Khan, Sheza.M. El-Deeb,Daniel Breaz, Wali Khan Mashwani and Bakhtiar Ahmad, Sufficiency Criteria for a Class of Convex Functions Connected with Tangent Function, AIMS Mathematics 2024, Volume 9Issue 7: 18608-18624. doi: 10.3934/math.2024906[I F= 2.2]  

  2. Fatima Abass, Jawad Ali and Wali Khan Mashwani, Partitioned Hamy mean aggregation for multi-criteria group decision-making in the MAIRCA framework with q-rung orthopair fuzzy 2-tuple linguistic information. Granul. Comput. 9, 62 (2024). https://doi.org/10.1007/s41066-024-00483-5, [IF=5.5]
  3. Fatima Abass, Jawad Ali, Wali Khan Mashwani and Muhammad I.Syam An integrated group decision-making method under q-rung orthopair fuzzy 2-tuple linguistic context with partial weight information. PLoS ONE 19(5): e0297462, https://doi.org/10.1371/journal.pone.0297462, [IF=3.730]
  4. Samina Amin, M. Irfan Uddin, Ala Abdulsalam Alarood, Wali Khan Mashwani, Ahmed Omar Alzahrani and Hamdan Ahmed Alzahrani,''An adaptable and personalized framework for top-N course recommendations in online learning'', Scientific Reports14, 10382 (2024). https://doi.org/10.1038/s41598-024-56497-1, [IF=4.997]
  5. Fatima Abbas, Jawad Ali, Wali Khan Mashwani, Necla Gündüz and Muhammad I. Syam.''q-Rung orthopair fuzzy 2-tuple linguistic WASPAS algorithm for patients’ prioritization based on prioritized Maclaurin symmetric mean aggregation operators'', Scientific Reports,14, 10659 (2024). https://doi.org/10.1038/s41598-024-57452-w[IF=4.997]
  6. S.Sivaprasad Kumar, Muhammad Ghaffar Khan, Baktiar Ahamad and Wali Khan Mashwani, A class of analytic functions associated with sine hyperbolic functions, The Journal of Analysis, 2024, https://doi.org/10.1007/s41478-024-00783-8, [IF=0.8]

  7. Muhammad Sagheer, Muhammad Asif Jan, Ebenezer Bonyah, Wali Khan Mashwani, Zahir Shah, Rashida Adeeb Khanum, Boosting constrained teaching–learning based optimization algorithm through group discussion, Scientific African, Volume 24, 2024, e02126, ISSN 2468-2276, https://doi.org/10.1016/j.sciaf.2024.e02126,[I F= 2.9]  
  8. Muhammad Ghaffar Khan ,Wali Khan Mashwani, Zabidin Salleh, Fairouz Tchier, Bilal Khan  and Sarfraz Nawaz Malik. "Some properties of a class of holomorphic functions associated with tangent function" Demonstratio Mathematica, vol. 57, no. 1, 2024, pp. 20230142. https://doi.org/10.1515/dema-2023-0142[I F= 2.0]  
  9. Muhammmad Ghaffar Khan, Wali Khan Mashwani and Jong-Suk Ro, Bakhtiar Ahmad, Bilal Khan.  Problems Concerning Sharp Coefficient Functionals of Bounded Turning Functions, AIMS Mathematics, 2023, Volume 8Issue 11: 27396-27413. doi: 10.3934/math.20231402 [I F= 2.2]  
  10. Rashad Ismail, Fawad Ali, Rakhshanda Qasim, Muhammad Naeem,  Wali Khan Mashwani and  Shahid Khan, Several Zagreb indices of power graphs of finite non-abelian groups, Heliyon Journal, September 01, 2023, DOI:https://doi.org/10.1016/j.heliyon.2023.e1956,[I F= 4.0]
  11. Samina Amin, M. Irfan Uddin, Ala Abdusalam Alarood, Wali Khan Mashwani, A. Alzahrani and A. O. Alzahrani, "Smart E-Learning Framework For Personalized Adaptive Learning and Sequential Path Recommendations Using Reinforcement Learning," in IEEE Access, Vol No 11, 89769 - 89790, 2023, doi: 10.1109/ACCESS.2023.3305584,  [I F= 3.476]
  12. Muhammad Azam Khan, Muhammad Sajjad Ali Khan, Shilin Yang, Wali Khan Mashwani, Novel dual partitioned Maclaurin symmetric mean operators for the selection of computer network security systems with complex intuitionistic fuzzy setting, IEEE ACCESS, Vol 11, 85050-85066, 2023, DOI: 10.1109/ACCESS.2023.3294229 [I F= 3.476]
  13. Muhammmad Ghaffar Khan, Wali Khan Mashwani, Lei Shi, Serkan Araci, Bakhtiar Ahmad, Bilal Khan. Hankel inequalities for bounded turning functions in the domain of cosine Hyperbolic function[J]. AIMS Mathematics, 2023, 8(9): 21993-22008. doi 10.3934/math.20231121, [I F= 2.2]  
  14. Muhammad Hamraz, Amjad Ali, Saeed Aldahmani, Wali Khan Mashwani, and Zardad Khan, Feature Selection for High Dimensional Microarray Gene Expression Data via Weighted Signal to Noise Ratio, PLOS ONE,   [I F=3.752], April 25, 2023,https://doi.org/10.1371/journal.pone.0284619 

  15. Naz Gul, Wali Khan Mashwani, Muhammad Aamir, Saeed Aldahmani and Zardad Khan, Optimal model selection for k-nearest neighbours ensemble via sub bagging and sub-sampling with feature weighting, Alexandria Engineering Journal, Volume 72, 1 June 2023, Pages 157-168, https://doi.org/10.1016/j.aej.2023.03.075,[I F= 6.626]

  16. Fatima Abbas, Jawad Ali, Wali Khan Mashwani and Muhammad I. Syam, ''q-rung ortho-pair fuzzy 2-tuple linguistic clustering algorithm and its applications to clustering analysis'', Scientific Reports, 13, 2789 (2023). https://doi.org/10.1038/s41598-023-29932-y [I F= 4.996]
  17. Muhammad Sajjad Ali KhanChiranjibe JanaMuhammad Tahir KhanWaqas MahmoodMadhumangal Pal, and  Wali Khan Mashwani, Extension of GRA Method for Multiattribute Group Decision-making Problem under Linguistic Pythagorean Fuzzy Setting with Incomplete Weight InformationInternational Journal of Intelligent Systems, 37(1)9726-9749, 2022,https://doi.org/10.1002/int.23003[I F= 8.993]
  18. Farah Jafar, Wali Khan Mashwani, Sanaa Mohammed Al-marzouki, Nudrat Aamir and Mohammad Abiad, Self-decisive algorithm for unconstrained optimization problems as in biomedical image analysis, Frontiers in Computational Neuroscience, 2022, DOI 10.3389/fncom.2022.994161, https://www.frontiersin.org/articles/10.3389/fncom.2022.994161/full, [IF=3.387]
  19.  Fawad Ali, Bilal Ahmad Rather, Muhammad Sarfraz, Asad Ullah, Nahid Fatima, and Wali Khan Mashwani. 2022. "Certain Topological Indices of Non-Commuting Graphs for Finite Non-Abelian Groups" Molecules 27, no. 18: 6053. https://doi.org/10.3390/molecules27186053  [IF=4.927]
  20. Rizwan Gul, Muhammad Shabir, Wali Khan  Mashwani, and Hayat Ullah, Novel Bipolar Soft Rough-Set Approximations and Their Application in Solving Decision-Making Problems, International Journal of fuzzy Logic and Intelligent Systems Vol. 22, No. 3, September 2022, pp. 1-23 http://doi.org/10.5391/IJFIS.2022.22.3.1

  21. Muhammad Naeem, Wali Khan Mashwani, Mohammad Abiad, Zardad Khan and Muhammad Aamir, Soft  Computing Techniques for Forecasting  of COVID-19 in Pakistan, Alexandria Engineering Journal, 61(12), 2022, https://doi.org/10.1016/j.aej.2022.07.029[I F= 6.626]
  22. Muhammad Asim, Ahmad A.Abd El-Latif, Mohammad El-Affendi, and Wali Khan Mashwani, "Energy Consumption and Sustainable Services in Intelligent Reflecting Surface and Unmanned Aerial Vehicles-Assisted MEC System for Large-Scale Internet of Things Devices," in IEEE Transactions on Green Communications and Networking, 2022, DOI:  10.1109/TGCN.2022.3188752[I F= 3.525]
  23. Asia Nourin, Wali Khan Mashwani, Rubi Bilal, Muhammad Saghir, Habib Shah, Sana Arjika and Hussian Shah,  Advanced Amalgam of Nature-Inspired Algorithms for Global Optimization Problems, Volume 2022 |Article ID 7675788 https://doi.org/10.1155/2022/7675788 [I F= 1.430]
  24. Shamaila BatoolHakeem UllahMehreen FizaWali Khan Mashwani, Saeed IslamIkramullah and Zabidin SallehMHD Third Grade Nanofluid Plow in a porous Medium with Variable Viscosity in Post-treatment of WireJournal of Healthcare Engineering, 2022,[I F= 2.682]
  25. Fakhrud Din, Shah Khalid, Muhammad Fayyaz, Wali Khan Mashwani, Jeonghwan GwakKamal Z. Zamli, and Wali Khan MashwaniFuzzy Adaptive Teaching Learning-based Optimization for Solving Unconstrained Numerical Optimization ProblemsMathematical Problems in Engineering, Volume 2022 |Article ID 2221762 https://doi.org/10.1155/2022/2221762[I F=1.305]
  26. Qiuxia Hu, Timilehin Gideon Shaba, Jihad Younis.Bilal KhanWali Khan Mashwani Murat Çağlar, Applications of the q-derivative operator to subclasses of bi-univalent functions involving Gegenbauer polynomials, Applied Mathematics in Science and Engineering, 30(1),  501-520, 2022,  [IF=1.950], https://doi.org/10.1080/27690911.2022.2088743

  27. Ayaz Akhtar, Mohammad Abiad, Wali Khan Mashwani, Muhammad Aamir, Muhammad Naeem, and Dost Muhammad Khan, The Implications of COVID-19 Pandemic on Dollar Exchange Rate of Pakistan, Front. Appl. Math. Stat., 21 March 2022 | https://doi.org/10.3389/fams.2022.808489
  28.  Israr Ali KhanShah Qasim JanAmir Sultan Khan, Wali Khan MashwaniPoom KumamZahir Shah  and Muhammad Sajjad Ali Khan A Study on the Effect of Quintessence on the Thermodynamics of Perturbed Schwarzschild Black Hole, ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, https://doi.org/10.1007/s13369-022-06669-w, March 2022,  [IF=2.334]
  29. Jawad Ali, Zia Bashir, Tabasam Rashid, and Wali Khan Mashwani, A q-rung orthopair hesitant fuzzy stochastic method based on regret theory with unknown weight information", Journal of Ambient Intelligence and Humanized,  Computing, 2022 https://link.springer.com/article/10.1007/s12652-022-03746-8  [I F=7.028]
  30. Muhammad Asim, Wali Khan Mashwani and Ahmed Abd El-Latif, Energy and Task Completion Time Minimization Algorithm for UAVs-Empowered MEC system, Sustainable Computing: Informatics and Systems, DOI: 10.1016/j.suscom.2022.100698, 2022, [I F=4.028] 
  31. Farrukh Jamal, Christophe Chesneau, Abdus Saboor, Muhammad Aslam and Wali Khan Mashwani, The U family of distributions: Properties and Applications, Mathematica Slovaca, vol. 72(1), 2022, pp. 217-240https://doi.org/10.1515/ms-2022-0015 [IF= 0.771]
  32. Bakhtiar Ahmad, Wali Khan Mashwani, Serkan Araci, Saima Mustafa, Muhammad Ghaffar, and Bilal Khan,   A subclass of meromorphic Janowski-type multivalent q-starlike functions involving a q-differential operator. Adv Cont Discr Mod 2022, 5 (2022). https://doi.org/10.1186/s13662-022-03683-y [I F=1.285] 
  33. Muhammad Ali, Alamgir Khalil, Wali Khan Mashwani, Sharifah Alrajhi Alrajhi, Sanaa Al-Marzouki, and Kamal Shah, A Novel Frechet Type Probability Distribution: Its Properties and Applications, Mathematical Problems in Engineering, Volume 2022 |Article ID 2537332 https://doi.org/10.1155/2022/2537332[I F=1.305] 
  34. Farrukh Jammal, Ali H.Abuzaid, Muhammad H.Tahir, Muhammad Arslan Nasir, Sadaf Khan, Wali Khan Mashwani New Modified Burr III Distribution, Properties, and Applications. Math. Comput. Appl. 202126, 82. https://doi.org/10.3390/mca26040082 
  35. Muhammad Asim, Wali Khan Mashwani, Habib Shah and Samir Brahim Belhaouari,  An Evolutionary Trajectory Planning Algorithm for Multi-UAV-Assisted MEC System, Soft Computing, 2021, https://link.springer.com/article/10.1007/s00500-021-06465-y  [IF=3.643] 
  36. Najma Salahuddin, Alamgir Khalil, Wali Khan Mashwani, Sharifah Alrajhi Alrajhi, Sanaa Al-Marzouki, and Kamal Shah, On the properties of the New Generalized Pareto Distribution and its Applications, Mathematical Problems in Engineering, vol. 2021, Article ID 6855652, 16 pages, 2021. https://doi.org/10.1155/2021/6855652, [I F=1.305] 
  37. Saima Hassan, Mojtaba Ahmadieh Khanesar, Nazar Kalaf Hussein, Samir Brahim Belhaouari, Usman Amjad and Wali Khan Mashwani, Optimization of Interval Type-2 Fuzzy Logic System using Grasshopper Optimization Algorithm for Electricity Load and Price Forecasting, Computers, Materials & Continua, Vol.71, No.2, 2022, pp.3513-3531, doi:10.32604/cmc.2022.022018, [IF=3.774] 
  38. Wali Khan Mashwani, Bakhtiar Ahmad, Nazar Khan, Muhammad Ghaffar Khan, Sama Arjika, Bilal Khan  and  Ronnason Chinram, Fourth Hankel Determinant for a Subclass of Starlike Functions Based on Modified Sigmoid, Journal of Function Space, Volume 2021 |Article ID 6116172 https://doi.org/10.1155/2021/6116172,  [IF=1.896] 
  39. Shamaila Batool, A.M Alotaibi, Waris Khan, Ahmed Hussein Msmali, Ikramullah, and Wali Khan Mashwani, Homotopic Solution For 3D Darcy-Forchheimer Flow of Prandtl Fluid through Bi-DirectionalExtending Surface With Cattaneo-Christov Heat and Mass Flux Model, Complexity, ID 8204928, Volume 2021 |Article ID 8204928 https://doi.org/10.1155/2021/8204928, [I F=2.833]
  40. Shi, Lei, Hari M. Srivastava, Muhammad G. Khan, Nazar Khan, Bakhtiar Ahmad, Bilal Khan and Wali Khan Mashwani. "Certain Subclasses of Analytic Multivalent Functions Associated with Petal-Shape Domain" Axioms 10, no. 4: 291.2021, https://doi.org/10.3390/axioms10040291 [ IF=2.6]
  41. Yogesh Gupta, Ghanshyam Raghuwanshi, Abdullah Ali H. Ahmadini, Shokrya S. Alshqaq, Utkarsh Sharma, Amit K. Mishra, Wali Khan Mashwani, and Pinar Goktas,  Impact of Weather Predictions on COVID-19 Infection Rate by Using Deep Learning Models, Complexity, Volume 2021 |Article ID 5520663 https://doi.org/10.1155/2021/5520663 [ I F=2.833] 
  42. Muhammad Ghaffar Khan, Nak Eun Cho, Timilehin Gideon Shaba, Bakhtiar Ahmad, and Wali Khan Mashwani, Coefficient functional for a class of bounded turning functions related to modified sigmoid function, AIMS Mathematics, 2022, Volume 7Issue 2: 3133 3149DOI: 3934/math.2022173,  [IF=1.427]
  43. Haroon Ur Rasheed, Saeed Islam, Zeeshan Khan, Jahangir Khan, Wali Khan Mashwani, Tariq Abbas, and Qayyum Shah, Computational analysis of hydromagnetic boundary layer stagnation point flow of nano liquid by a stretched heated surface with convective conditions and radiation effect, Advances in Mechanical Engineering, 2021, Vol. 13(10) 1–9, DOI: 10.1177/16878140211053142, [ IF= 1.316]

  44. Farhad Ali, Wali Khan Mashwani, Himayat Ullah, Ikramullah, Ahmed Hussein Msmali, and  Zabidin Salleh, Solution of Inviscid Burgers' Equation Through Similarity Transformation Technique and Reduction of Asymptotic Approximation Expansion of Navier-Stokes Equation, Scientific Programming, 2021, Volume 2021 |Article ID 9054328 https://doi.org/10.1155/2021/9054328, [IF=1.025]

  45. Abdullah M. Almarashi, Ali Algarni, Amal S. Hassan, Mohammed Elgarhy, Farrukh Jamal, Christophe Chesneau, Khudir Alrashidi, Wali Khan Mashwani, and Heba F. Nagy, A New Estimation Study of the Stress-Strength Reliability for the Topp-Leone Distribution Using Advanced Sampling Methods, Volume 2021 |Article ID 2404997 |, Scientific Programming, 2021, https://doi.org/10.1155/2021/2404997, [I F=1.025]

  46. Lei Shi, Bakhtiar Ahmad, Nazar Khan, Muhammad Khan, Serkan Araci, Wali Mashwani and Bilal Khan, Coefficient Estimates for a Subclass of Meromorphic Multivalent q-Close-to-Convex Functions,  Symmetry, Volume 13Issue 10,10.3390/sym13101840,2021, [IF=2.713], https://www.mdpi.com/2073-8994/13/10/1840

  47. Lei Shi, Muhammad Ghaffar Khan, Bakhtiar Ahmad, Wali Khan Mashwani, Praveen Agarwal and Shaher Momani, Certain Coefficient Estimates Problems for Three Leaf-Type Starlike Functions, Fractal Fract. 2021, 5 (4), 137. https://doi.org/10.3390/fractalfract5040137, [IF=3.313]https://www.mdpi.com/2504-3110/5/4/137 
  48. Muhammad Asim, Wali Khan Mashwani, Saima Hassan and Samir Belhaouari Brahim, A Novel Genetic Trajectory Planning Algorithm with variable population size for Multi-UAV-Assisted Mobile Edge Computing System,  IEEE Access, Vol 09,125569-125579, 2021, [Impact Factor:3.745], https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9531998  
  49. Abdullah Ali H. Ahmadini, Muhammad Naeem, Muhammad Aamir, Raimi Dewan, Shokrya Saleh A. Alshqaqand and Wali Khan Mashwani, Analysis and Forecast of the Number of Deaths, Recovered Cases, and Confirmed Cases From COVID-19 for the Top Four Affected Countries Using Kalman Filter, Frontiers in Physics, August 2021 | Volume 9 | Article 629320, DOI:10.3389/fphy.2021.629320[I F=3.718]
  50. Abdullah Ali H. Ahmadini, Amal S. Hassan, M. Elgarhy, Osama AlamriWali Khan Mashwani, A New Extension of Linear Failure Rate Distribution with Applications, Journal of Healthcare Engineering, Volume 2021,|Article ID 2786405, [I F= 2.682]
  51. Bakhtiar Ahamad, Muhammad Ghaffar Khan, Maslina Darus, Wali khan Mashwani and Muhammad Arif, Applications of Some Generalized Janowski Meromorphic Multivalent FunctionsJournal of MathematicsVolume 2021 |Article ID 6622748 | https://doi.org/10.1155/2021/6622748, [I F= 0.971]
  52. Wali Khan Mashwani, Muhammad Ghaffar Khan, Bakhtiar Ahmad, Saima Mustafa, SamaArjika and Bilal Khan, Pascu-Type Analytic Functions by Using Mittag-Leffler Functions in Janowski Domain, Mathematical Problems in Engineering, Volume 2021 |Article ID 1209871, https://doi.org/10.1155/2021/1209871,[I F=1.305] 
  53. Alamgir Khalil, Abdullah Ali H. Ahmadini, Muhammad Ali, Wali Khan Mashwani, Shokrya S. Alshqaq, and Zabidin Salleh, A Novel Method for Developing Efficient Probability Distributions with Applications to Engineering and Life Sciences Data, Journal of Mathematics, Volume 2021 |Article ID 4479270 | https://doi.org/10.1155/2021/4479270, [I F= 0.971]
  54. Wali Khan Mashwani, Habib Shah, Manjit Kaur, Maharani A.Bakar and Miftahddin, Large-Scale Bound Constrained Optimization Based on Hybrid Teaching Learning Optimization Algorithm, Alexandria Engineering Journal, 60,6013-6033, 2021,https://doi.org/10.1016/j.aej.2021.04.002[I F= 3.732].
  55. Tahir Ayaz, Farhad Ali, Wali khan Mashwani, Israr Ali Khan, Zabidin Salleh, Approximate Symmetries Analysis and Conservation Laws Corresponding to Perturbed Korteweg–de Vries Equation, Volume 2021 |Article ID 7710333 | https://doi.org/10.1155/2021/7710333 [I F= 0.971]
  56. Qiuxia Hu, Hari M. Srivastava, Bakhtiar Ahmad, Nazar Khan, Muhammad Ghaffar Khan, Wali Khan Mashwani and  Bilal Khan, A Subclass of Multivalent Janowski Type q-Starlike Functions and Its Consequences, Manuscript ID: Symmetry-1246565, 13(7), 2021, https://www.mdpi.com/2073-8994/13/7, [I F= 2.713]
  57. Muhammad Ghaffar Khan, Bakhtiar Ahmad, Nazar Khan, Wali Khan Mashwani, Sama Arjika, Bilal Khan and Ronnason Chinram,  Applications of Mittag-Leffer Type Poisson Distribution to a Subclass of Analytic Functions Involving Conic Type Regions, Journal of Function Spaces, Manuscript: ID 4343163,2021, [I F=1.896].
  58. Minakshi Kalra, Shobhit Tyagi, Vijay Kumar, Manjit KaurWali Khan MashwaniHabib Shah and Kamal Shah, A Comprehensive Review on Scatter Search: Techniques, Applications, and Challenges, Mathematical Problems in Engineering, Volume 2021 |Article ID 5588486 https://doi.org/10.1155/2021/5588486,[I F=1.305] 
  59. Najma Salahuddin, Alamgir Khalil, Wali Khan Mashwani, Habib Shah, Pijitra Jomsri and Thammarat Panityakul, A Novel Generalized Family of Distributions for Engineering and Life Sciences Data Applications, Mathematical Problems in Engineering, Volume 2021 |Article ID 9949999 https://doi.org/10.1155/2021/9949999, [I F= 1.305] 
  60. Abdullah Ali H. AhmadiniWali Khan Mashwani, Rehan Ahmad Khan Sherwani, Shokrya S. Alshqaq, Farrukh Jamal, Miftahuddin Miftahuddin, Kamran Abbas, Faiza Razaq, Mohammed Elgarhy and Sanaa Al-Marzouki, Estimation of Constant Stress Partially Accelerated Life Test for Fréchet Distribution with Type-I Censoring, Volume 2015 |Article ID 319051 |, Mathematical Problems in Engineeringhttps://doi.org/10.1155/2015/319051,[I F= 1.305]
  61. Muhammad Ghaffar Khan, Bakhtiar Ahmad, Gangadharan Murugusundaramoorthy, Wali Khan Mashwani, Sibel Yalc¸ınd, Timilehin Gideon Shaba, Zabidin Salleh, Third Hankel determinant and Zalcman functional for a class of starlike functions with respect to symmetric points related with the sine functionJ. Math. Computer Sci., 25 (2022), 29–36,DOI: 10.22436/jmcs.025.01.04
  62. Junaid Khan; Muhammad Fayaz; Ayyaz Hussain; Shah Khalid; Wali Khan Mashwani and Jeonghwan Gwak, An Improved Alpha Beta Filter using A Deep Extreme Learning Machine,  IEEE Access,  Vol No 09, Pages: 61548- 61564,19, 2021, [IF=3.745], 10.1109/ACCESS.2021.3073876
  63. Bakhtiar Ahmad, Muhammad Ghaffar Khan, Mohamed Kamal Aouf, Wali Khan Mashwani, Zabidin Salleh, and Huo Tang, Applications of Q- Difference Operator in Janowski Type Meromorphic Convex Functions, Journal of Function Spaces, Volume 2021 |Article ID 5534357 https://doi.org/10.1155/2021/5534357 [I F= 1.896].
  64. Muhammad Ghafar Khan, Bakhtiar Ahmad, Wali Khan Mashwani, Timilehin Gideon Shaba and Muhammad Arif, Third Hankel Determinant Problem for Certain Subclasses of Analytic Functions Associated with Nephroid Domain, Earthline Journal of Mathematical Sciences, 6(2):293-308, 2021,https://doi.org/10.34198/ejms.6221.293308 
  65.  Aqib Ali, Wali Khan Mashwani, Samreen Naeem, Muhammad Irfan Uddin, Wiyada Kumam, Poom Kumam, Hussam Alrabaiah, Farrukh Jamal and Christophe Chesneau, COVID-19 Infected Lung Computed Tomography Segmentation and Supervised Classification Approach, CMC: Computers, Materials & Continua, 68(1),391-407, 2021, [I F= 4.89] https://www.techscience.com/cmc/v68n1/41834
  66. Muhammad Asif Jan, Yasir Mahmood, Hidayat Ullah Khan, Wali Khan Mashwani, Muhammad Irfan Uddin, Marwan Mahmoud, Rashida Adeeb Khanum, Ikramullah and Noor Mast, Feasibility-Guided Constraint-Handling Techniques for Engineering Optimization Problems, CMC: Computers, Materials & Continua, 67(3),2845-2862, 2021, [I F= 4.89], DOI:10.32604/cmc.2021.015294
  67. Samreen Naeem, Wali Khan Mashwani, Aqib Ali, M. Irfan Uddin, Marwan Mahmoud, Farrukh Jamal and Christophe Chesneau, Machine Learning-based USD/PKR Exchange Rate Forecasting Using Sentiment Analysis of Twitter Data, CMC: Computers, Materials & Continua, 67(3),3452-3461, 2021, [I F= 4.89], DOI:10.32604/cmc.2021.015872
  68. Timilehin Gideon Shaba, Bakhtiar Ahmad, Muhammad Ghaffar Khan, Zabidin Salleh, Wali Khan Mashwani and Shahid KhanNew classes of harmonic meromorphic multivalent starlike functions in Janowski domain, Journal of Mathematics and Computer Science,  Volume 24, Issue 3, pp 216--224, 2021http://dx.doi.org/10.22436/jmcs.024.03.03
  69. Wali Khan Mashwani, Ruqayya Haider and  Samir Belhaouari Brahim,  A Multi-Swarm Intelligence Algorithm for Expensive Bound Constrained Optimization Problems, Complexity,  Volume 2021 |Article ID 5521951 https://doi.org/10.1155/2021/5521951 [I F= 2.833]
  70. Wali Khan Mashwani, Zia-ur-Rehman, Maharani A.BakarIsmail Kocak and Muhammad Fayaz KhanA Customized Differential Evolutionary Algorithm for Bounded Constrained Optimization Problems, Complexity, Volume 2021 |Article ID 5515701 https://doi.org/10.1155/2021/5515701   [I F= 2.833]
  71. Wali Khan MashwaniIhsan Mehmood, Maharani ABU BAKAR and ISMAIL KOÇAK, A Modified Bat Algorithm for Solving Large-Scale Bound Constrained Global Optimization Problems, Volume 2021 |Article ID 6636918 https://doi.org/10.1155/2021/6636918 [I F= 1.305]
  72. Muhammad Sajjad Ali Shah, Amir Sultan Khan, Israr Ali Khan, Fawad Hussian, and Wali Khan MashwaniLinguistic interval-valued Q-rung Orthopair fuzzy TOPSIS method for decision making problem with incomplete weight, Journal of Intelligent & Fuzzy Systems, vol. 40, no. 3, pp. 4223-4235, 2021, (I F=1.851, 2020),10.3233/JIFS-200845
  73. Muhammad Ghaffar Khan, Bakhtiar Ahmad, Janusz Sokol, Zubair Muhammad, Wali Khan Mashwani, Ronnason Chinram, Pattarawan Petchkaew, Coefficient Problems in a Class of Functions with Bounded Turning Associated with Sine Function, European Journal of Pure and Applied Mathematics,14(1), 53-64, 2021,  https://doi.org/10.29020/nybg.ejpam.v14i1.3902
  74. Bakhtiar Ahmad, Muhammad Ghafar Khan, and Wali Khan Mashwani, On q-analog of meromorphic multivalent functions in lemniscate of Bernoulli domain, AIMS Mathematics, 6(4): 3037–3052, 2021,  [I F= 1.42710.3934/math.2021185 
  75. Muhammad Ghafar Khan, Bakhtiar Ahmad, Maslina  Darus, Muhammad Arif and Wali Khan Mashwani, Applications of Post-Quantum Calculus in a Class of Meromorphic Multivalent Functions   Journal of Function Spaces, 2021, [I F= 1.896]
  76. Muhammad Ghaffar Khan, Bakhtiar Ahmad, Maslina Darus, Wali Khan Mashwani, and Shahid Khan, on Janowski Type Harmonic Meromorphic Functions with  Respect to Symmetric Point,’’ Journal of Function Spaces, [I F= 1.896], Volume 2021 |Article ID 6689522 https://doi.org/10.1155/2021/6689522
  77. Muhammad Ghaffar Khan, Bakhtiar Ahmad, Gangadharan Murugusundaramoorthy, Ronnason Chinram, and Wali Khan Mashwani, Applications of Modified Sigmoid Functions to a Class of Starlike Functions, Journal of Function Spaces, Volume 2020 |Article ID 8844814 |[I F=1.896]https://doi.org/10.1155/2020/8844814
  78. Wali Khan Mashwani, Syed Muhammad Nouman Ali Shah, Abdelouahed Hamdi, and Samir Brahim Belhaouari, Ameliorated Ensemble Strategy Based Evolutionary Algorithm  with Dynamic Resources Allocations, International Journal of Computational Intelligence Systems, 14(1), 412-437,2021, [I F=1.945], https://doi.org/10.2991/ijcis.d.201215.005
  79. Zawar Hussain, Shahid Khan, Asad Ullah, Ikramullah, Muhammad Ayaz, Imtiaz Ahmad, Wali Khan Mashwani, and Yu-Ming Chu, Extension of optimal homotopy asymptotic method with the use of Daftardar–Jeffery polynomials to Hirota–Satsuma coupled system of Korteweg–de Vries equations, Open Physics 2020; 18: 916–924 [Impact Factor 1.067] https://doi.org/10.1515/phys-2020-0210
  80. Muhammad Ghaffar Khan, Bakhtiar Ahmad, Gangadharan Murugusundaramoorthy, Ronnason Chinram, and Wali Khan Mashwani, Application of Modified Sigmoid Functions to a Class of Starlike Functions, Journal of Function Spaces, Volume 2020 |Article ID 8844814 |, [I F= 1.896] https://doi.org/10.1155/2020/8844814  
  81. Aqib Ali, Wali Khan Mashwani, Muhammad H. Tahir, Samir Brahim Belhaouari, Hussam Alrabaiah, Samreen Naeem, Abdul Nasir Jamal, Farrukh Jamal, and Christophe Chesneau, Statistical Features Analysis and Discrimination of Maize Seeds Utilizing Machine Vision Approach, Journal of Intelligent & Fuzzy Systems, vol. 40, no. 1, pp. 703-714, 2021, [I F=1.851, 2020], 10.3233/JIFS-200635
  82. Aqib Ali, Salaman Qadri, Wali Khan Mashwani, Samir Brahim Belhaouari, Samreen Naeem, Sidra Rafique, Farrukh Jamal, Christophe Chesneau and Sania Anam, Machine learning approach for the classification of corn seed using hybrid features, International Journal of Food Properties, Taylor & Francis Publisher, [I F= 1.398, May 2020], 703-714, 2021https://doi.org/10.1080/10942912.2020.1778724
  83. Muhammad Ijaz, Wali Khan Mashwaniand Samir Brahim Belhaouari, A Novel Family of Lifetime Distribution with Applications to Real and Simulated Data, PLOS ONE,  { I F= 3.240https://doi.org/10.1371/journal.pone.0238746
  84. Muhammad Shuaib Qureshi, Muhammad Bilal Qureshi, Muhammad Fayaz, Wali Khan Mashwani, Samir Brahim Belhaouari, Saima Hassan and AsadullahA Comparative Analysis of Resource Allocation Schemes for Real-Time Services in High-Performance Computing Systems, International Journal of Distributed Sensor Networks, August 21, 2020 [I F= 1.514https://doi.org/10.1177/1550147720932750
  85. Wali Khan Mashwani, Abdullah Khan, Atila Goktas, Akay Unvan, and  Abdelouahed Hamdi,  Hybrid Differential Evolutionary Strawberry Algorithm for Real-Parameter Optimization Problems, Communication in Statistics: Theory and Methods, Taylor & Francis Publisher,  50:7,1685-1698, 2021,  [I F=0.812] DOI: 10.1080/03610926.2020.1783559
  86. Muhammad Shuaib Qureshi, Ayman Aljarbouh, Muhammad Fayaz, Muhammad Bilal Qureshi, Wali Khan Mashwaniand Junaid Khan, An Efficient Methodology for Water Supply Pipeline Risk Index Prediction for Avoiding Accidental Losses, International Journal of Advanced Computer Science and Applications,11(5),385-393, 2020. 10.14569/IJACSA.2020.0110551
  87. Asad Ullah, Abdul Hafeez, Wali Khan Mashwani, Ikramullah, Wiyada Kumam, Poom Kumam, and Muhammad Ayaz, On The New Similarity Solution of The Magnetite Carreau Fluid FlowPast a Permeable Stretching/Shrinking Sheet with Non-linear Thermal Radiations and Mass Transfer Analysis Under Hall Effect and Cross Diffusion, 10(6),523, Coating MDPI Journal, (I F=2.881) https://www.mdpi.com/2079-6412/10/6/523.
  88. Wali Khan Mashwani, Abdelouahed Hamdi, Muhammad Asif Jan, and Atila Goktas, Large-Scale Global Optimization Based on Hybrid Swarm Intelligence algorithm, Journal of Intelligent & Fuzzy Systems,  vol. 39, no. 1, pp. 1257-1275, 2020, IOS Press, (I F= 1.851, 2020) , 10.3233/JIFS-192162
  89. Sohail Ahmad, Muhammad Sulaiman, Poom Kumam, Zubair Hussain, Muhammad Asif Jan, Wali Khan Mashwani, and Masih Ullah, A novel population initialization strategy for accelerating Levy flights based multi-verse optimizer, Journal of Intelligent & Fuzzy Systems, vol. 39, no. 1, pp. 1-17, 2020, (IF 1.851, 2020), 10.3233/JIFS-190112
  90. Mohammad Ehsan BasiriArman KabiriMoloud AbdarWali Khan MashwaniNeil Y. Yen & Jason C. Hung, The effect of aggregation methods on sentiment classification in Persian reviews, Enterprise  Information Systems, Taylor & Francis Publisher, 14(9-10) 1394-1421, 2020, [I F=4.350], https://doi.org/10.1080/17517575.2019.1669829
  91. Aqib Ali; Salman Qadri; Wali Khan Mashwani; Wiyada Kumam; Poom Kumam; Atila Goktas; Samreen Naeem; Farrukh Jamal; Christophe Chesneau; Sania Anam; Muhammad Sulaiman, Machine Learning Based Automated Segmentation & Hybrid Feature Analysis for Diabetic Retinopathy Classification using Fundus Image.Entropy (ISSN 1099-4300), 22(5),2020, MDPI Journal, [ I F=2.419] https://www.mdpi.com/1099-4300/22/5/567
  92. Samreen Naeem; Aqib Ali; Salman Qadri; Wali Khan Mashwani; Nasser Tairan; Habib Shah; Muhammad Fayaz; Farrukh Jamal; Christophe Chesneau; Sania AnamMachine Learning-Based Hybrid-Features Analysis for Liver Cancer Classification using Fused (MR/CT) Images, Appl. Sci. (ISSN 2076-3417), MDPI Journals, (IF 2.217, 2018] https://www.mdpi.com/2076-3417/10/9/3134
  93. Farhad Ali, Muhammad Asif Jan, Wali Khan Mashwani, Rashida Adeeb Khanum and Hidayat Ullah Khan “The Physical Significance of Time Conformal Minkowski Space-Time”, Mehran University Research Journal of Engineering & Technology (HEC X Journal),  [p-ISSN: 0254-7821, e-ISSN: 2413-7219]) Vol. 39, No. 2, 365-370, April 2020https://publications.muet.edu.pk/index.php/muetrj/article/view/1595
  94. Alamgir Khalil, Salahuddin, Wali Khan Mashwani, Muhammad Shafiq, Saima Hassan and Wiyada Kumam,'' New Advanced Outliers Detection Tests'', Communications in Statistics-Theory and Methods, in Statistics - Theory and Methods, 50(7), 1640-1655,2021, [IF 0.893] DOI: 10.1080/03610926.2020.1741630 
  95. Muhammad Akbar Ali Shah, Wali Khan Mashwani, Wiyada Kumam, Poom Kumam, Christophe Chesneau, Farrukh Jamal, Gamze Ozel, Hafiza Shumaila Sleem, and Hidayat Ullah Khan,'' Application of Mixed Sampling to Real Life Data: A case study on socio-economic determinants by using SEM and CFA Techniques, Mathematics,2020,(IF 2.258https://www.mdpi.com/journal/mathematics/special_issues/Statistics_2020
  96. Alamgir Khalil, Muhammad Ijaz, Kashif Ali, Wali Khan Mashwani, Muhammad Shafiq, Poom Kumam & Wiyada Kumam (2021) A novel flexible additive Weibull distribution with real-life applications, Communications in Statistics - Theory and Methods, 50:7, 1557-1572,2021, [IF 0.612] DOI:10.1080/03610926.2020.1732658
  97. Fazli Rabbi, Salahuddin, Alamgir Khalil, Wali Khan Mashwani, Muhammad Shafiq, Pınar Göktaş and Yuksel Akay Unvan, Model Selection in Linear Regression using Paired Bootstrap, Communications in Statistics- Theory and Methods, 7, 1629-1639, 2021,  [IF 0.893]  DOI:10.1080/03610926.2020.1725829,2021
  98. Khalid Khan, Amjad Mehmood,  Shafiullah Khan, Muhammad Altaf Khan, Zeeshan Iqbal and Wali Khan Mashwani, A survey on Intrusion Detection and Prevention in Wireless Ad-hoc Networks, Volume 105, May 2020, 101701, 2019, Journal of Systems Architecture,(SCI-EXP-1.159, 2018), https://www.sciencedirect.com/science/article/pii/S1383762119305089?via%3Dihub
  99. Hassan Javed, Muhammad Asif Jan,  Nasser Tairan, Wali Khan Mashwani, Rashida Adeeb Khanum, Hidayat Ullah khan and Muhammad Sulaiman ‘’ On the Efficacy of Ensemble of Constraint Handling Techniques in Self-adaptive Differential Evolution’’, Mathematics 2019, 7(7), 635; https://doi.org/10.3390/math7070635 (registering DOI), MDPI Journal, 2019, SCI-E (IF:2.258 2018)https://www.mdpi.com/journal/mathematics/special_issues
  100. Zeeshan Khan, Nasser Tairan, Wali Khan Mashwani, Haroon Ur Rasheed, Habib Shah and Waris Khan, MHD and Slip Effect on Two-immiscible Third Grade Fluid on Thin Film Flow over a Vertical Moving Belt, Open Phys. 2019; 17:575–586 (IF:1.005 2018)https://www.degruyter.com/downloadpdf/j/phys.2019.17.issue-1/phys-2019-0059/phys-2019-0059.pdf
  101. Muhammad Sulaiman, Masihullah, Zubair Hussain, Sohail Ahmad, and Wali Khan Mashwani, Muhammad Asif Jan and Rasheeda Adeeb Khanum, Implementation of Improved Grasshopper Optimization Algorithm to Solve Economic Load Dispatch Problems, Hacettepe Journal of Mathematics and Statistics Volume 48 (5) (2019), 1570-1589, DOI:10.15672/hujms.507579, SCI-E(IF:0.658)https://dergipark.org.tr/tr/pub/hujms/issue/49321
  102. Rashida Adeeb Khanum, Muhammad Asif Jan, Nasser Mansoor Tairan, Wali Khan Mashwani, Muhammad Suliman, Hidayat Ullah Khan, and Habib Shah, Global Evolution Commended by Localized Search for Unconstrained Single Objective Optimization, Processes, MDPI Journal, 2019, 7(6), 362; https://doi.org/10.3390/pr7060362(registering DOI)(SCI-IF:1.963, 2018) https://www.mdpi.com/journal/processes/special_issues/optimization
  103. Rashida Adeeb Khanum, Muhammad Asif Jan, Wali Khan Mashwani, Hidayat Ullah Khan, and Saima Hassan, RJADE/TA Integrated with Local Search for Continuous Nonlinear Optimization, Punjab Journal of Mathematics, 51(4), PP: 37-49, 2019, (HEC X Journal),http://pu.edu.pk/images/journal/maths/PDF/Paper-3_51_4_2019.pdf
  104. Maharani, Abdellah Salhi and Wali Khan Mashwani,’’ Lanczos-type Algorithms with Embedded Interpolation and Extrapolation Models for Solving Large Scale Systems of Linear Equations’’, International Journal of Computing Science and Mathematics(IJCMS) 10(5), 229-442 2019. https://www.inderscience.com/offer.php?id=103675
  105. Habib Shah, Nasser Tairan, Rozaida Ghazali, Ozgur Yeniay and Wali Khan Mashwani, Hybrid Honey Bees Meta-Heuristic For Benchmark Data Classification, Exploring Critical Approaches of Evolutionary Computation, IGI Global ISBN 13: 9781522558323|ISBN10: 1522558322|EISBN13: 9781522558330|DOI: 10.4018/978-1-5225-5832-3: https://www.igi-global.com/book/exploring-critical-approaches-evolutionary-computation/193072
  106. Muhammad Fayaz, Habib Shah, Ali Muhmmad Aseere, Wali Khan Mashwaniand Abdul Salam Shah, A Framework for Prediction of Household Energy Consumption Using Feed Forward Back Propagation Neural Network, TechnologiesMDPI 2019,7(2),30, 2019 https://www.mdpi.com/journal/technologies
  107. Ayodele Lasisi, Nasser Tairan, Rozaida Ghazali, Wali Khan Mashwani, Sultan Qasem, Harish G R and Anuja Arora, Predicting Crude Oil Price Using Fuzzy Rough Set and Bio-Inspired Negative Selection Algorithm, Special Issue Submission: Bio-Inspired and Soft Computing Methods for Solving Time Series Problems, 10(4), Article 2, 2019. https://www.igi-global.com/article/predicting-crude-oil-price-using-fuzzy-rough-set-and-bio-inspired-negative-selection-algorithm/234697
  108. Wali Khan Mashwani, Alamzaib, Ozgur Yeniay, Habib Shah, Naseer Mansoor Tairan and Muhammad Sulaiman, Hybrid Constrained Evolutionary Algorithm for Numerical Optimization Problems,  Hacettepe Journal of Mathematics and Statistics(HJMS), 49(3), 1-21, 2019, DOI:10.15672/HJMS.2018.625, SCI-E (IF 0.605, 2018) https://dergipark.org.tr/tr/download/article-file/735212
  109. Muhammad Sulaiman, Masihullah, Zubair Hussain, Sohail Ahmad, and Wali Khan Mashwani, Muhammad Asif Jan and Rasheeda Adeeb Khanum, Implementation of Improved Grasshopper Optimization Algorithm to Solve Economic Load Dispatch Problems, Hacettepe Journal of Mathematics and StatisticsVolume 48 (5) (2019), 1570-1589, DOI:10.15672/hujms.507579, SCI-E(IF:0.605)  https://dergipark.org.tr/tr/pub/hujms/issue/49321
  110. Farhad Ali, Wali Khan Mashwani and Muhammad Asif Jan, Correction to the Conservation Laws in Plane Symmetric Gravitational-Wave Like Spacetimes, Modern Physics Letters A (MPLA), 33, No. 21, 1850123 (2018)SCI-E, (IF 1.338, 2017),  https://www.worldscientific.com/doi/abs/10.1142/S0217732318501237
  111. Rashida Adeeb Khanum, Muhammad Asif Jan, Wali Khan Mashwani, Naseer MansoorTairan, Hidayat Ullah Khan and Habib Shah, On the hybridization of global and local search methods, Journal of Intelligent & Fuzzy Systems, vol. 35, no. 3, pp. 3451-3464, 2018, SCI-E (IF:1.426),  https://content.iospress.com/articles/journal-of-intelligent-and-fuzzy-systems/ifs17657
  112. Muhammad Sulaiman, Abdella Salhi, Asfandyar Khan, Shakoor Muhammad, and Wali Khan Mashwani, On the Theoretical Analysis of the Plant Propagation Algorithms, Mathematical Problems in Engineering, Volume 2018 (2018), Article ID 6357935, 10 pages,  SCI-E, (IF 0.802, 2017),  https://www.hindawi.com/journals/mpe/aip/6357935/
  113. Maharani, Abdellah Salhi, Wali Khan Mashwani, Ozgur Yeniay, Niken Larasat, Triyani,’ Solving Large Scale Systems of Linear Equations with a Stabilized Lanczos-Type Algorithms Running on a Cloud Computing Platform, Hacettepe Journal of Mathematics and Statistics, 47(6), PP:1730-1741, 2018, Doi: 10.15672/HJMS.2018.561 SCI-E, (IF: 0.658, 2017)http://dergipark.gov.tr/hujms/issue/41011/495663#author1003739
  114. Muhammad Asim, Wali Khan Mashwani, Ozgur Yeniay, Muhammad Asif Jan, Hazrat Hussian, and Gai-Ge Wang, Hybrid Genetic Algorithms for Global Optimization Problems, Hacettepe Journal of Mathematics and Statistics, 47 (3) (2018), 539 – 551,  Doi:10.15672/HJMS.2017.47, SCI-E, (IF 0.558, 2017)http://dergipark.gov.tr/hujms/issue/38121/439929
  115. Wali Khan Mashwani, Abdellah Salhi, OzgurYeniay, Hazrat Hussian, Muhmmad Asif Jan, Hybrid non-dominated sorting genetic algorithm with adaptive operators selection, Applied Soft Computing 56, 1-18, 2017,[IF  5.472], https://doi.org/10.1016/j.asoc.2017.01.056 
  116. Wali Khan Mashwani, Abdellah Salhi, Ozgur Yeniay, and R.A Khanum, Muhammad Asif Jan, Hybrid Adaptive Evolutionary Algorithm Based on Decomposition, Applied Soft Computing Journal, Volume 57, 363–378, 2017, [IF  5.472] https://doi.org/10.1016/j.asoc.2017.04.005 
  117. Khug Alam, Wali Khan Mashwaniand Muhammad Asim,’’ Hybrid Biography Based Optimization Algorithm for Optimization Problems’’, Gomal University Journal of Research, Vol 33, issue1, pp:134-142, 2017, (HEC Recognized Y category Journal), http://www.gu.edu.pk/new/gujr/ONLINE_%20JUNE_%202017/13_Hybrid%
  118. Muhammad Asim, Wali Khan Mashwani, Muhammad Asif Jan and Javed Ali,” Derivative Based Hybrid Genetic Algorithm: A Preliminary Experimental Results’’, Punjab University Journal of Mathematics, Vol. 49(2, (2017) pp. 89-99.(HEC Recognized X category Journal),  http://pu.edu.pk/images/journal/maths/PDF/Paper-8_49_2_17.pdf
  119. Muhammad Asim, Wali Khan Mashwani and Muhammad Asif Jan, Hybrid Genetic Firefly Algorithm for Global Optimization Problems, Sindh Univ. Res. Jour. (Sci. Ser.) Vol.49 (004) 899-906 (2017),http://sujo old.usindh.edu.pk/index.php/SURJ/article/view/3931/2615
  120. Wali Khan Mashwaniand Abdellah Salhi, '' Multiobjective Evolutionary Algorithm Based on Multimethod with Dynamic Resources Allocation Strategy'' Applied Soft Computing, Vol 39 PP: 292-309, 2016, [IF  5.472], 1016/j.asoc.2015.08.059
  121. Hamza Wazir, Muhammad Asif Jan, Wali Khan Mashwaniand Tayyaba Shah,‘’ A Penalty Function-Based Differential Evolution Algorithm for Constrained Optimization'', The Nucleus Journal, Vol 53, No. 1 (2016) 155-161 (HEC Recognized Y category Journal), http://www.thenucleuspak.org.pk/index.php/Nucleus/article/view/228
  122. Farhad Ali and Wali Khan Mashwani, Conformal Minkowski Spacetime and the Cosmological Constant, Sci.Int.(Lahore),29(3),573-575, 2016, ISSN 1013-5316; CODEN: SINTE 8, (HEC Recognized Y category Journal),  http://www.sci-int.com/pdf/636324368950981855.pdf
  123. Muhammad Sulaiman, Abdellah Salhi, Eric S Fraga, Wali Khan Mashwaniand  M. M Rashidi, '' A Novel Plant  Propagation Algorithm: Modifications and  Implementation'' Int. (Lahore), 28(1), 201-209, 2016, HEC Recognized Y category Journal) http://www.sciint.com/pdf/4066579081%20a%20201209%20PPA%20Science%20
  124. Islam Zari, R.A. Khanum, Muhammad Asif Jan and Wali Khan Mashwani''Hybrid Nelder-Mead Algorithm for Nonlinear Numerical Optimization’’, Int. (Lahore), 28(1),153-159, 2016. Paper No:2323,(HEC Recognized Y category  Journal) http://www.sci-int.com/Search?catid=61
  125. Khanum, Islam Zari, M.A. Jan, and Wali Khan. Mashwani,'' Reproductive Nelder-Mead Algorithm for Unconstrained Optimization Problems'', Sci.Int. (Lahore), 28(1),153-159, 2016, (HEC Recognized Y category  Journal), http://www.sci-int.com/Search?catid=61
  126. Asfandyar Khan, M Arif, M Shah, M Sulaiman, and Wali Khan Mashwani,'' ON DISTRIBUTIVE AG-GROUPOIDS''  Sci.Int. (Lahore) 28 (2), 899-903, 2016. . (HEC Recognized Y category Journal)http://www.sci-int.com/pdf/636324802139709200.pdf
  127. Tayyaba Shah, Muhammad Asif Jan, Wali Khan Mashwani, and Hamza Wazir, “Adaptive Differential Evolution for Constrained Optimization Problems'', Sci.Int.(Lahore), 28 (3), 2313-2320, 2016, Paper No:2677,(HEC Recognized Y category  Journal),  http://www.sci-int.com/Search?catid=67
  128. Quanita Kiran, Akhter Munir Khan, and Wali Khan Mashwani ''FIXED POINT THEOREMS FOR INTEGRAL TYPE CONTRACTION ON SPACES WITH TWO METRICS''Sci.Int.(Lahore),28(3),2411-2415, 2016(HEC Recognized Y category Journal), http://www.sci-int.com/Search?catid=67
  129. Maharani, Abdellah Salhi, and Wali Khan Mashwani, ‘’Enhanced the Performance of Lanczos-type Algorithms by Restarting from the point generated by EIEMLA for the Solution of System of Linear Equations’’, '', Sci.Int.(Lahore), 28 (4), 3325-3335, 2016, http://www.sciint.com/pdf/15568640621%20a%201%203325%203335%20
  130. Rashida Adeeb Khanum, Nasser Mansoor Tairan, Muhammad Asif Jan and Wali Khan Mashwani,'' Hybridization of Adaptive Differential Evolution with an Expensive Local Search Method'', Journal of Optimization, Volume 2016 (2016), Article ID 3260940, 14 pages. http://dx.doi.org/10.1155/2016/3260940
  131. Muhammad Asif Jan, R.A.Khanum, Nasser Mansoor Tairan, Wali Khan Mashwani, ’’Performance of a Constrained Version of MOEA/D on CTP-series Test Instances’’, International Journal of Advanced Computer Science and Applications, 7(6), 496-505, 2016. http://dx.doi.org/10.14569/IJACSA.2016.070665
  132. Wali Khan Mashwani, Abdellah Salhi, Muhammad Asif. Jan, Muhammad Sulaiman, R.A. Khanum, and Abdul mohsen Algarni,'' Evolutionary Algorithms Based on Decomposition and Indicator Functions: State-of-the-art Survey'', International Journal of Advanced Computer Science and Applications, 7(2), 583-593, 2016. http://dx.doi.org/10.14569/IJACSA.2016.070274
  133. Rashida Adeeb.Khanum, Nasser Tairan, Muhammad Asif Jan, Wali Khan Mashwaniand A. Salhi,'' Reflected Adaptive Differential Evolution with Two External Archives for Large-Scale Global Optimization'', International Journal of Advanced Computer Science and Applications, 7(2), 675-683, 2016.http://dx.doi.org/10.14569/IJACSA.2016.070284
  134. Muhammad Asif Jan, Nasser Mansoor Tairan, R.A. Khanum, and Wali Khan Mashwani''A New Threshold Based Penalty Function Embedded MOEA/D'', International Journal of Advanced Computer Science and Applications, 7(2), 645-655, 2016. http://dx.doi.org/10.14569/IJACSA.2016.070282
  135. Muhammad Asif Jan, Nasser Mansoor Tairan, R.A. Khanum and Wali Khan Mashwani''Threshold Based Penalty Functions for Constrained Multi-objective Optimization'', International Journal of Advanced Computer Science and Applications, 7(2), 656-667, 2016.http://dx.doi.org/10.14569/IJACSA.2016.070281
  136. Wali Khan Mashwani, Abdel Salhi, Muhammad Asif Jan, R.A.Khanum and M.Sulaiman, '' Impact Analysis of Crossovers in Multi-objective Evolutionary Algorithm'' Int.(Lahore), 27(6), PP: 4943-4956 (2015), HEC Recognized Y category  Journal ), http://www.sci-int.com/pdf/636371892462386298.pdf
  137. Wali Khan Mashwani, Abdellah Salhi, M.A.Jan, R.A.Khanum, and M.Sulaiman,'' Enhanced Version of Genetically Adaptive Multialgorithm for Multiobjective Optimization'', International Journal of Advanced Computer Science and Applications, 12(6), PP: 279-287, 2015. http://dx.doi.org/10.14569/IJACSA.2015.061237
  138. Wali Khan Mashwani: "Comprehensive Survey of Hybrid Evolutionary Algorithms", Research Methods: Concepts, Methodologies, Tools, and Application, ISBN 1466674571, 9781466674578, IGI Global Publisher, Book Chapter 15: pp 322-343, 2015
  139. Wali Khan Mashwani and Abdellah Salhi,'' Multi-objective Memetic Algorithm Based on Decomposition'' Applied Soft Computing, No 21, PP: 221-243, 2014,  [IF  5.472] https://doi.org/10.1016/j.asoc.2014.03.007
  140. Wali Khan Mashwani, ''Enhanced versions of Differential Evolution: State-of-the-art Survey'', International Journal Computing Sciences and Mathematics (IJCSM), 5(2), PP: 107-126, Inderscience Publishers, August 2014. https://doi.org/10.1504/IJCSM.2014.064064
  141. Wali Khan Mashwani"Comprehensive Survey of Hybrid Evolutionary Algorithms" (2013) International Journal of Applied Evolutionary Computation (IJAEC), IGI Publisher, Vol: 4(2), pp:1-19. 4018/jaec.2013040101,https://www.igi-global.com/chapter/comprehensive-survey-of-the-hybrid-evolutionary-algorithms/124506
  142. Wali Khan Mashwani and Abdellah Salhi, ''A Decomposition Based Hybrid Multi-objective Evolutionary Algorithm with Dynamic Resources Allocation'', Applied Soft Computing, 12(9),2765-2780,2012, [IF:5.472]                          https://www.sciencedirect.com/science/article/pii/S1568494612001822 
  143. Wali Khan Mashwani, ''Hybrid Multiobjective Evolutionary Algorithms: A Survey of the state-of-the-art'', International Journal of Computer Science Issue (IJCSI), Volume 8, Issue 6, No 3, PP:374-392, 2011, ISSN (Online):1694-0814

Books/Chapters Published in Books:

  1. Federated Learning: Unlocking the Power of Collaborative Intelligence, INBUNDEN, Engelska, 2024-09-12, Part of: Chapman & Hall/CRC Artificial Intelligence and Robotics Series (35 books)https://www.bokus.com/bok/9781032724324/federated-learning/ 

  2. Deep Learning, Reinforcement Learning, and the Rise of Intelligent Systems,DOI: 10.4018/979-8-3693-1738-9, Pages: 291, February 2024, https://www.igi-global.com/book/deep-learning-reinforcement-learning-rise/329955 

  3. Research and Development in Intelligent Systems XXVIII: https://link.springer.com/book/10.1007/978-1-4471-2318-7

  4. Optimization for Control, Observation, and Safety: https://doi.org/10.3390/books978-3-03928-441-2

  5.  Hybrid Global Crossover Bees Algorithm for Solving Boolean Function Classification Task”, Huang DS., Hussain A., Han K., Gromiha M. (eds) Intelligent Computing Methodologies, ICIC 2017, Lecture Notes in Computer Science, vol 10363. Springer, Cham,  467—478, July 21, 2017. https://link.springer.com/chapter/10.1007/978-3-319-63315-2_41

  6. Research Methods: Concepts, Methodologies, Tools, and Applications: https://www.igi-global.com/book/research-methods-concepts-methodologies-tools/118092

  7. Hybrid multiobjective evolutionary algorithms based on decomposition: https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.549297

Publication in Local Pakistani Journals

  1. Aqib Ali, Xinde Li and Wali Khan Mashwani, Review on Medical Image Segmentation and Feature Extraction Approaches, Accepted in JISR-C SZABIST, HEC Y Category Journal, 2023
  2. Aqib Ali, Xinde Li and Wali Khan Mashwani,A Supervised Machine Learning Algorithms: Applications, Challenges, and Recommendations Accepted in Proceedings of the Pakistan Academy of Sciences, Scopus and HEC Category Y, 2023
  3. Aqib Ali, Xinde Li and Wali Khan Mashwani, Machine Learning Base Recitation Recognition of the Holy Quran Verses Using Speech Recognition Techniques, Accepted in "AIR UMT", HEC Category Y, 2023

Publication in Conference Proceedings

  1. Wali Khan Mashwaniand Qingfu Zhang,’’ MOEA/D-DRA with Two Crossover Operators’’, UK Workshop on Computational Intelligence (UKCI), PP:1-6, IEEE Explorer.1109/UKCI.2010.5625578
  2. Wali Khan Mashwani A Multimethod Search Approach Based on Generation Level, 2011 Seventh International Conference on Natural Computation(ICNC), Shanghai, China, PP:23-27,(2011). DOI:1109/ICNC.2011.6022052
  3. WaliKhan Mashwani, MOEA/D with DE and PSO: MOEA/D-DE+PSO-Research and Development in Intelligent Systems XXVIIIpp 217-221, Mr. Bramer and M. Petridis (eds.) Springer-Verlag London.https://link.springer.com/chapter/10.1007%2F978-1-4471-2318-7_16
  4. Wali Khan Mashwani: Integration of NSGA-II and MOEA/D in Multimethod Search Approach, GECCO (Companion), Dublin, Ireland, PP: 75-76 (2011).doi>1145/2001858.2001903
  5. Wali Khan Mashwani: Different Problems Suit Different Optimization Algorithms: The International Conference on Numerical Analysis and Optimization (ICeMATH 2011), Yogyakarta, Indonesia.
  6. Wali Khan Mashwani,’’ Performance of AMALGAM over CEC'09 Test Instances, Third International Conference on Aerospace Science and Engineering (ICASE), 21-23 August 2013, held at Institute of Space Technology, Islamabad, Pakistan.ICASE2013: proceedings of the Third International Conference on ...
  7. Wali Khan Mashwani,’’ Comparison of Evolutionary Algorithms over Multi-objective Optimization Problems, in Proceedings of International Conference on Modelling& Simulation (ICOMS), 25th-27th November 2013, Air University, Pakistan, pp: 537-541.http://portals.au.edu.pk/icoms-2013/#.WUKM59xLfIU.
  8. Wali Khan Mashwani, ‘’Decomposition Based Hybrid Multi-objective Evolutionary Algorithm'', Published in the Proceeding of the 2nd Science One International Conference on Information Technology (ICIT 2014), UAE.
  9. Muhammad Asim, Wali Khan Mashwaniand M.Asif Jan,'' Derivative Based Hybrid Genetic Algorithm for Global Optimization ''2-Days Conference on Applied and Computational Mathematics,29-31 March 2016, organized by Department of Mathematics COMSATS Institute of Information Technology, Islamabad, Pakistan.
  10. Wali Khan Mashwani, Muhammad Asif Jan, R.A. Khanum, and Abdel Salhi, Performance Assessment of MOEAs on CEC’09 Test Instances: A preliminary Experimental Results, Proceedings of the  2nd International Conference on Computational and Social Sciences (ICCSS-14), Vol 3, PP:2266-2280 26-28th  August 2014 at Rize in Turkey, iccss 1 4 - Biofarmaka IPB
  11. Tayyaba Shah, Muhammad Asif Jan, Wali Khan Mashwani, and Hamza Wazir '' Adaptive Penalty Based Differential Evolution Algorithms for Constrained Optimization Problems'', 2-Days Conference on Applied and Computational Mathematics,29-31 March 2016, organized by Department of Mathematics COMSATS Institute of Information Technology, Islamabad, Pakistan.
  12. Hamza Wazir, MuhammdAsif Jan, Wali Khan Mashwaniand Tayyaba Shah'' Static Penalty Based Differential Evolution Algorithms for Constrained Optimization Problems'', 2-Days Conference on Applied and Computational Mathematics,29-31 March 2016, organized by Department of Mathematics COMSATS Institute of Information Technology, Islamabad, Pakistan.
  13. Muhammad Asad, Wali Khan Mashwaniand KhugAlam, ``Enhanced Differential Evolutionary Algorithm for Global Optimization Problems’’ 3rd Conference on Sustainability in Process Industry (SPI 2016) 19-20th October 2016. Conference Proceedings - UET Peshawar
  14. Ishtiaq Ahamd, Abdullah and Wali Khan Mashwani,`` Evolutionary Strategies Based on Multiple Crossover Operator for Global Optimization Problems’’ 3rd Conference on Sustainability in Process Industry (SPI 2016) 19-20th October 2016. Conference Proceedings - UET Peshawar
  15. KhugAlam, Wali Khan Mashwaniand Muhammad Asad‘’Biogeography Based Algorithm for Optimization Problems: Preliminary Experimental Results’’ 3rd Conference on Sustainability in Process Industry (SPI 2016) 19-20th October 2016. Conference Proceedings - UET Peshawar
  16. Abdullah, Ishtiaq Ahamand Wali Khan Mashwani,’’ Modified Strawberry Algorithm for Global Optimization Problems’’ 3rd Conference on Sustainability in Process Industry (SPI 2016) 19-20, October 2016. Conference Proceedings - UET Peshawar
  17. Alamzaib and Wali Khan Mashwani, Hybrid Constrained Particle Swarm Optimization for Engineering Problems, 1st International Conference on Mathematics and Physics (ICMP) 2017,14-16, February 2017.http://portals.au.edu.pk/icmap2017/aboutICMAP.aspx.
  18. Wali khan Mashwani and Tayyaba Shah, A NOVEL EVOLUTIONARY ALGORITHM FOR CONSTRAINED ENGINEERING DESIGN OPTIMIZATION PROBLEMS, 14-17 November 2017, Rome,  Italy,  https://rome2017.sched.com/event/CqDV/a-novel-evolutionary-algorithm-for-constrained-engineering-design-optimization-problems 
  19. Muhammad Asad and Wali Khan Mashwani, Ensemble Use of Mutation Strategies in Differential Evolution Algorithm for Engineering Problems, 3rd UMT International Conference on Pure and Applied Mathematics (3rd UICPAM-2017), March 1-3, 2017.http://cmap.umt.edu.pk/3rdUICPAM-2017/home.aspx.
  20. Habib ShahNasser TairanWali Khan MashwaniAbdulrahman Ahmad Al-SewariMuhammad Asif Jan, and Gran Badshah: Hybrid Global Crossover Bees Algorithm for Solving Boolean Function Classification Task. International Conference on Intelligent Computing ICIC (3) 2017: 467-478https://link.springer.com/chapter/10.1007/978-3-319-63315-2_41
  21. Wali Khan Mashwani, Hybrid Evolutionary Algorithms for Problems with Complicated Constrained Functions, 1st National Conference on Mathematical Sciences in Engineering Applications (NCMSEA-2018),18th -19th April 2018, Department of Basic Sciences &Islamiat, University of  Engineering & Technology, Peshawar.
  22. Wali Khan Mashwani, Hybrid Differential Evolutionary Algorithms for Global Optimization Problems,” in the “11th International Statistics Days Conference (11th ISDC)” held from 3-Oct-2018 to 03-07.10.2018 in Turkey, Abstract Book 294 pages.http://igs2018.mu.edu.tr/en/scientific-committee-2689
  23. Saima Hassan, Mojtaba Ahmadieh Khanesar, Mohammad Tariq Jan and  Wali Khan Mashwani, ‘’Ensemble of Deep Belief Network and Bayesian Adaptive Aggregation for Regression’’, 2019 International Conference on Information Science and Communication Technology(ICISCT), DoI: 1109/CISCT.2019.8777443
  24. Syed Aleem Shah, Nisar Ahmad, Abdus Saboor, Wali Khan Mashwani, Muhammad Sagheer, Shahid Shehzad, Nasim Ullah, and Wahid Ullah,  Results on Idempotent and Commutative Groupoids, 18th International Statistics Conference organized by Islamic Countries Society of Statistical Sciences (ISOSS), Pakistan, 2021, http://isoss.net/downloads/proc18thconf.pdf
  25. Zainab AURANGZEB & Wali Khan MASHWANI, ADAPTIVE EVOLUTIONARY ALGORITHM FOR SOLVING LARGE-SCALE OPTIMIZATION PROBLEMS, International Blockchain and Cryptocurrency Conference to be held on November 2-3, 2021, in Ankara, Turkey.
  26. Wali Khan Mashwani, WCLER -23 World Conference On Learning And Education Research,https://www.globalcenter.info/wclta/ 
  27. Sabella Shabab,  Wali Khan Mashwani, Assad Ullah, Enhanced Homotopy Perturbation Method for Nonlinear Differential Equations, 9th INTERNATIONAL CONFERENCE ON AGRICULTURE, ANIMAL SCIENCES, AND RURAL DEVELOPMENT, March 19-20, 2022, Burdur, TURKEY
  28. Atif Iqbal,  Wali Khan Mashwani, Abdul Ghafoor, Application of Haar Wavelet Collocation Method for the Numerical Solutions of Modified Equal Width and Regularized Long Wave Equations,  9th INTERNATIONAL CONFERENCE ON AGRICULTURE, ANIMAL SCIENCES, AND RURAL DEVELOPMENT, March 19-20, 2022, Burdur, TURKEY

Invited/Guest Speaker:

  1. Third International Conference on Aerospace Science and Engineering, Institute of Space Technology (IST) Islamabad, Pakistan, 2013.
  2. Evolutionary Computation and its Different Paradigms and Applications, Department of Statistics, Hacettepe University, Ankara, Turkey, 16th September 2017.
  3. Different Types of Metaheuristics and their Application, Department of Statistics, Hacettepe University, Ankara, Turkey, 19th September 2017.
  4. Hybrid Metaheuristics for Engineering Optimization Problems, Department of Statistics, Hacettepe University, Ankara, Turkey, 28th September 2017.
  5. Hybrid Evolutionary Algorithm for Global Optimization, Marmara University, Arts and Science Faculty Department of Statistics, Istanbul, Turkey, 29th September 2017 http://dosya.marmara.edu.tr/fef/ist/al_tay_2_Afi_.pdf
  6. One Day Workshop’’ Data Analysis & Modelling for Forecasting’’ IIT, KUST, 12th October 2017.
  7. Two-day national conference on "Mathematical Sciences in Engineering Applications"(NCMSEA-2018) on 18-19 April 2018, University of Engineering and Technology, Peshawar.
  8. International Statistics Congress October 2019 Bodrum Mugla, Turkey, http://istkon2019.giresun.edu.tr/en/page/keynote-speakers/5183
  9. 1st Malakand-Japan International Conference on Mathematics and its Applications held on 3-5 March 2020   https://uom.edu.pk/conferences/6/index.php
  10. Keynote Speaker in“6th International Symposium of Researchers, Statisticians and Young Statisticians (IRSYSC2022)”, https://irsysc2022.com/ 

Editor/Guest Editor:

  1. Special Issue "Setting the Future of Smart Industry 4.0 with Metaheuristic Algorithms" in Mathematical and Computational Applications MDPI Journal, https://www.mdpi.com/journal/mca/special_issues/5REJ6L7PE6

  2. Special Issue on Swarm Intelligence for Optimization Problems,https://www.google.com/search?q=Wali+khan+mashwani+Special+Issue&sxsrf=AJOqlzVK1mBvA8HrNz8H8bAcrwMcWgae9A%3A1675497003253&ei=Kw7eY6KBD9zUkdUP3sKq4AY&ved=0ahUKEwjiws3dsPv8AhVcaqQEHV6hCmwQ4dUDCA8&uact=5&oq=Wali+khan+mashwani+Special+Issue&gs_lcp=Cgxnd3Mtd2l6LXNlcnAQAzIICAAQogQQsANKBAhBGAFKBAhGGABQAFgAYIoZaAFwAHgAgAEAiAEAkgEAmAEAyAEBwAEB&sclient=gws-wiz-serp 
  3. Future Trends in 6G wireless Communication and Enabling Technologies, Human-centric Computing and Information Sciences (HCIS), http://hcisj.com/issues/issue_view.php?wr_id=18&page=1&type=2 
  4. IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS J-B HI Special Issue on “New Age of Deep Learning on Drug Discovery: Research to Practice”  https://www.embs.org/jbhi/wp-content/uploads/sites/18/2023/03/New-Age-of-deep-lerning-on-drug-JBHI-CFP-Improved.pdf


HEC Approved Supervisor: 


Past M.Phil./Ph.D. Students:

  1. Mr. Muhammad Asim, M.Phil. ( Fall 2013- Spring 2016 as 1st Supervisor)
  2. Mr. Khug Alam, M.Phil. ( Fall 2013- Spring 2016 as 1st Supervisor)
  3. Mr. Abdullah, M.Phil. ( Fall 2014- Spring 2016 as 1st Supervisor)
  4. Mr. Alam Zaib, M.Phil. ( Fall 2013- Fall 2016 as 1st Supervisor)
  5. Mr. Muhammad Assad M.Phil (Fall 2014- Spring 2017 as  1st Supervisor)
  6. Mr. Ishtiaq Ahmad M.Phil.(Fall 2014- Spring 2018 as 1st Supervisor)
  7. Ms. Ruqayya Haider (Spring 2019  M.Phil. 1st Supervisor)
  8. Ms. Fouzia Khan (Spring 2019 M.Phil. As 1st Supervisor)
  9. Mr. Sabir Nawaz Khattak (Spring  2019  M.Phil. 1st Supervisor
  10. Mr. Ihsan Mehmmod  (Spring  2019  M.Phil. 1st Supervisor)
  11. Mr. Hamza Wazir, M.Phil. ( Fall 2013- Spring 2016 as Co-supervisor)
  12. Ms. Tayyaba Tabbasum Shah, M.Phil. ( Fall 2013- Spring 2016, as Co-supervisor))
  13. Ms. Haniya Samad, M.Phil. (Fall 2014- Spring 2016 as Co-supervisor).
  14. Mr. Sheraz Hussian (Fall 2014- Spring 2016 as Co-supervisor).
  15. Mr. Hassan Javed (M.Phil as Co-supervisor)
  16. Mr. Saif Ullah (M.Phil as 2nd supervisor)
  17. Mr. Muhammad Yasir (Spring 2019 M.Phil as Co-supervisor)
  18. Mr. Muhmmad Zubair (Spring 2019 M.Phil as Co-supervisor)
  19. Mr. Syed Nauman Ali Shah (M.Phil. as 1st supervisor)
  20. Mr. Imran Khan  (M.Phil as Co-supervisor)  
  21. Mr. Nisar Gul (M.Phil Co-supervisor) 
  22. Mr Himayat Ullah (M.Phil as  Co-supervisor)
  23. Mr. Raza Ullah Khan (M.Phil  as Co-supervisor)
  24. Mr Abdul Hafiz (M.Phil)
  25. Mr Zia-U-Rehman(M.Phil.)
  26. Mr. Maqsood-ur-Rehman (M.Phil  as Co-supervisor)
  27. Mr Faiz-u-Rehman (M.Phil)
  28. Mr.Rashid Iqbal (M.Phil as Co-supervisor)
  29. Ms.Sobia Sardar (M.Phil as Co-supervisor)
  30. Mr. Aslam Khan (M.Phil as Co-supervisor)
  31. Mr. Mustansir Ul Hassan (M .Phil)
  32. Ms. Maria Batool (M.Phil)
  33. Mr.Muhammad Nasir (M.Phil Co-supervisor)
  34. Mr.Rashid Iqbal  (M.Phil Co-supervisor)
  35. Ms Zainab Aurranzeb (M.Phil)
  36. Mr.Hayat Ullah (M.Phil)
  37. Ms.Sabeela Shahab (M.Phil)
  38. Ms Nadia Parveen (M.Phil) 
  39. Mr. Amir Rassol (M.Phil Co-supervisor) 
  40. Mr.Mujeeb Rahman (M.Phil) 
  41. Mr.Rizwan Ullah (M.Phil) 
  42. Mr.Muhammad Harroon (M.Phil)
  43. Mr. Adnan Ahmad (M.Phil)
  44. Mr. Atif Iqbal (M.Phil)
  45. MS Shamim Akhter (M.Phil)
  46. Mr.Kumail Raza (M.Phil)
  47. MS.Usna Bibi (M.Phil)
  48. MS.Usna Bibi (M.Phil)
  49. Mr. Amir Sultan (Ph.D.)
  50. Mrs. Shamila Batool (Ph.D.)
  51. Mr. Shahid Khan (Ph.D.)
  52. MS Asia Nourin (Ph.D.)
  53. Mr.Muhammad Ghafar Khan (PhD)
  54. Mr.Muhammad Saghir (PhD)
  55. MS Samina Amin  (PhD)
  56. Mrs. Fatima Abbas (Ph.D.)

Current M.Phil./Ph.D. Students:

  1. Mr. Hussian Shah (Ph.D.)
  2. Mr.Tahir Ayaz (Ph.D)
  3. Mr. Zaheer Anjum (Ph.D.)
  4. Muhammad Usman Siddiqui (PhD)
  5. MS.Fatima Zarif (PhD)
  6. Mr.Qasir Hayat (M.Phil)
  7. MS Sobia Yasmeen (M.Phil)
  8. Muhammad Adnan, MPhil
  9. Mashood Ul Hassan  MPhil

Past Undergraduate Students:

  1. Ms. Sadaf Urooj,
  2. Mr. Abdul Haseeb
  3. Mr. Sabir Nawaz
  4. Mr.Amir Rahim Khattak
  5. Ms. Aleena Khattak
  6. Mr. Arsalan Khattak
  7. Mr. Muhammad Ismail
  8. Mr. Faisal Saeed
  9. Ms. Zainab Aurangzaib,
  10. Ms. Sabeela Shabab
  11. Mr. Danish Rasheed.
  12. Ms. Nadia Parveen
  13. Mr. Hazrat Ullah

Teaching at KUST: 2012 - to present

  • Evolutionary Computing
  • Programming in Matlab
  • Multi-objective Optimizations
  • Linear Programming
  • Combinatorial Optimization
  • Differential Equation
  • Differential Geometry (DG)
  • Complex Analysis
  • Numerical Analysis
  • Nonlinear Programming
  • Combinatorial Optimization
  • Unconstrained Optimization
  • Scientific Computing

Teaching at Essex University, UK: 2008 - 2011

During my Ph.D. I was involved in teaching these subjects.

  • Linear Algebra
  • Calculus
  • Statistics
  • Maple
  • Matlab
  • Matematica

Teaching at KUST: 2003 - 2008

I was involved in teaching these subjects.

  • Numerical Analysis
  • Complex Analysis
  • Differential equation
  • Calculus
  • Linear Algebra
  • Measure theory
  • Discrete Mathematics
  • Number theory
  • Real Analysis
  • Differential Geometry




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