Selected papers

  1. Michalewicz, Z., Logan, T.D., and Swaminathan, S., Evolutionary Operators for Continuous Convex Parameter Spaces, Proceedings of the 3rd Annual Conference on Evolutionary Programming, A.V. Sebald and L.J. Fogel (editors), World Scientific Publishing, River Edge, NJ, 1994, pp.84-97.

  2. Michalewicz, Z., and Attia, N., Evolutionary Optimization of Constrained Problems, Proceedings of the 3rd Annual Conference on Evolutionary Programming, A.V. Sebald and L.J. Fogel (editors), World Scientific Publishing, River Edge, NJ, 1994, pp.98-108.

  3. Michalewicz, Z., A Hierarchy of Evolution Programs: An Experimental Study, Evolutionary Computation, Vol.1, No.1, 1993, pp.51-76.

  4. Michalewicz, Z., Evolutionary Computation Techniques for Nonlinear Programming Problems, International Transactions in Operational Research, Vol.1, No.2, 1994, pp.223-240.

  5. Michalewicz, Z., A Perspective on Evolutionary Computation, Proceedings of the Workshop on Evolutionary Computation, November 21-22, 1994, University of New England, Armidale, Australia, pp. 76-93.

  6. Michalewicz, Z., Genetic Algorithms, Numerical Optimization and Constraints, Proceedings of the 6th International Conference on Genetic Algorithms, Pittsburgh, July 15-19, 1995, pp. 151-158.

  7. Michalewicz, Z., A Survey of Constraint Handling Techniques in Evolutionary Computation Methods, Proceedings of the 4th Annual Conference on Evolutionary Programming, MIT Press, Cambridge, MA, 1995, pp. 135-155.

  8. Michalewicz, Z., Heuristic Methods for Evolutionary Computation Techniques, Journal of Heuristics, Vol.1, No.2, 1995, pp.177-206.

  9. Michalewicz, Z., Dasgupta, D., Le Riche, R.G., and Schoenauer, M., Evolutionary Algorithms for Constrained Engineering Problems, Computers & Industrial Engineering Journal, Vol.30, No.2, September 1996, pp.851-870.

  10. Michalewicz, Z. and Nazhiyath, G., Genocop III: A Co-evolutionary Algorithm for Numerical Optimization Problems with Nonlinear Constraints, Proceedings of the 2nd IEEE International Conference on Evolutionary Computation, Vol.2, Perth, 29 November - 1 December 1995, pp.647-651.

  11. Michalewicz, Z., Nazhiyath, G., and Michalewicz, M., A Note on Usefulness of Geometrical Crossover for Numerical Optimization Problems, Proceedings of the 5th Annual Conference on Evolutionary Programming, San Diego, CA, 29 February - 3 March. MIT Press, Cambridge, MA, 1996, pp.305-312.

  12. Schoenauer, M. and Michalewicz, Z., Evolutionary Computation at the Edge of Feasibility, Proceedings of the 4th Parallel Problem Solving from Nature, H.-M. Voigt, W. Ebeling, I. Rechenberg, and H.-P. Schwefel (Editors), Berlin, September 22-27, 1996, Springer-Verlag, Lecture Notes in Computer Science, Vol.1141, pp.245-254.

  13. Michalewicz, Z. and Schoenauer, M., Evolutionary Algorithms for Constrained Parameter Optimization Problems, Evolutionary Computation, Vol.4, No.1, 1996, pp.1-32.

  14. Xiao, J., Michalewicz, Z., Zhang, L., and Trojanowski, K., Adaptive Evolutionary Planner/Navigator for Mobile Robots, IEEE Transactions on Evolutionary Computation, Vol.1, No.1, 1997, pp.18-28.

  15. Michalewicz, Z., Hinterding, R., and Michalewicz, M., Evolutionary Algorithms, Chapter 2 in Fuzzy Evolutionary Computation, W. Pedrycz (editor), Kluwer Academic, 1997.

  16. Hinterding, R., Michalewicz, Z., and Eiben, A.E., Adaptation in Evolutionary Computation: A Survey, Proceedings of the 4th IEEE International Conference on Evolutionary Computation, Indianapolis, April 13-16, 1997, pp.65-69.

  17. Schoenauer, M. and Michalewicz, Z., Boundary Operators for Constrained Parameter Optimization Problems, Proceedings of the 7th International Conference on Genetic. Algorithms, East Lansing, Michigan, July 19-23, 1997, pp.320-329.

  18. Michalewicz, Z., The Significance of the Evaluation Function in Evolutionary Algorithms, Proceedings of the Workshop on Evolutionary Algorithms, organized by Institute for Mathematics and Its Applications, University of Minnesota, Minneapolis, Minnesota, October 21-25, 1996; Springer-Verlag, Vol.111 of the ``IMA Volumes in Mathematics and Its Applications'', L. Davis, K. De Jong, M. Vose, and D. Whitley (Editors), 1998, pp.151-166.

  19. Hinterding, R. and Michalewicz, Z., Your Brains and My Beauty: Parent Matching for Constrained Optimisation, Proceedings of the 5th International Conference on Evolutionary Computation, Anchorage, Alaska, May 4-9, 1998, pp.810-815.

  20. Smierzchalski, R. and Michalewicz, Z., Adaptive Modeling of a Ship Trajectory in Collision Situations at Sea, Proceedings of the 5th International Conference on Evolutionary Computation, Anchorage, Alaska, May 4-9, 1998, pp.342-347.

  21. Koziel, S and Michalewicz, Z., A Decoder-based Evolutionary Algorithm for Constrained Parameter Optimization Problems, Proceedings of the 5th Parallel Problem Solving from Nature, T. Baeck, A.E. Eiben, M. Schoenauer, and H.-P. Schwefel (Editors), Amsterdam, September 27-30, 1998, Springer-Verlag, Lecture Notes in Computer Science, pp.231-240.

  22. Tao, G. and Michalewicz, Z. Inver-over Operator for the TSP, Proceedings of the 5th Parallel Problem Solving from Nature, T. Baeck, A.E. Eiben, M. Schoenauer, and H.-P. Schwefel (Editors), Amsterdam, September 27-30, 1998, Springer-Verlag, Lecture Notes in Computer Science, pp.803-812.

  23. Koziel, S and Michalewicz, Z., Evolutionary Algorithms, Homomorphous Mappings, and Constrained Parameter Optimization, Evolutionary Computation, Vol.7, No.1, 1999, pp.19-44.

  24. Eiben, A.E., Hinterding, R., and Michalewicz, Z., Parameter Control in Evolutionary Algorithms, IEEE Transactions on Evolutionary Computation, Vol.3, No.2, 1999, pp.124-141.

  25. Leguizamon, G. and Michalewicz, Z., A New Version of Ant System for Subset Problems, Proceedings of the Congress on Evolutionary Computation, July 6-9, 1999, pp.1459-1464.

  26. Smierzchalski, R. and Michalewicz, Z., Modeling of Ship Trajectory in Collision Situations by an Evolutionary Algorithm, IEEE Transactions on Evolutionary Computation, Vol.4, No.3, 2000, pp.227-241.

  27. Michalewicz, Z., Deb, K., Schmidt, M., and Stidsen, T., Test-case Generator for Constrained Parameter Optimization Techniques, IEEE Transactions on Evolutionary Computation, Vol.4, No.3, 2000, pp.197-215.

  28. Vergara, F.E., Khouja, M. and Michalewicz, Z., An Evolutionary Algorithm for Optimizing Material Flow in Supply Chains, Computers & Industrial Engineering, Vol.43, 2002, pp.407-421.

  29. Ursem, R.K., Krink, T., Jensen, M.T., and Michalewicz, Z., Analysis and Modeling of Control Tasks in Dynamic Systems, IEEE Transactions on Evolutionary Computation, Vol.6, No.4, 2002, pp.378-389.

  30. Johnson, R.W., Melich, M.E., Michalewicz, Z., Schmidt, M., Coevolutionary "TEMPO" Game, Proceedings of the Congress on Evolutionary Computation, June 19-23, 2004.

  31. Smierzchalski, R. and Michalewicz, Z., Path Planning in Dynamic Environments, chapter in Innovations in Robot Mobility and Control, S. Patnaik, L.C. Jain, S.G. Tzafestas, G. Resconi, and A. Konar (Editors), Springer-Verlag, 2006.

  32. Johnson, R.W., Melich, M.E., Michalewicz, Z., Schmidt, M., Coevolutionary Optimization of Fuzzy Logic Intelligence for Strategic Decision Support, IEEE Transactions on Evolutionary Computation, Vol.9, No.6, 2005, pp.682-694.

  33. Michalewicz, Z., Schmidt, M., Michalewicz, M., and Chiriac, C., A Decision-Support System based on Computational Intelligence: A Case Study, IEEE Intelligent Systems, Vol.20, No.4, July-August 2005, pp.44-49.

  34. Wagner, N., Michalewicz, Z., Khouja, M., and McGregor, R.R., Time Series Forecasting for Dynamic Environments: the DyFor Genetic Program Model, IEEE Transactions on Evolutionary Computation, Vol.11, No.4, August 2007, pp.433-452.

  35. Michalewicz, Z. and Michalewicz, M., Puzzle-Based Learning, Proceedings of the Eighteenth Annual Conference of the Australasian Association for Engineering Education, Melbourne, 9 - 12 December 2007.

  36. Ghandar, A., Michalewicz, Z., Schmidt, M., To, T.-D., and Zurbruegg, R., Computational Intelligence for Evolving Trading Rules, IEEE Transactions on Evolutionary Computation, Vol. 13, No. 1, February 2009, pp. 71 - 86.

  37. Falkner, N., Sooriamurthi, R., and Michalewicz, Z., Puzzle-Based Learning: The first experiences, Proceedings of the 20th Annual Conference of the Australasian Association for Engineering Education, Adelaide, 6 - 9 December 2009.

  38. Falkner, N., Sooriamurthi, R., and Michalewicz, Z., Puzzle-Based Learning for Engineering and Computer Science, IEEE Computer, Vol.43, No.4, April 2010, pp. 20 - 28 (IEEE owns the copyright).

  39. Michalewicz, M., Michalewicz, Z., and Spitty, R., Optimising the wine supply-chain, Proceedings of the 14th Australian Wine Industry technical Conference, July 2010.

  40. Wagner, N., Michalewicz Z., Schellenberg, S., Chiriac, C., Ibrahimov M., and Mohais, A., Intelligent Techniques for Forecasting Multiple Time Series in Real-world Systems, International Journal of Intelligent Computing and Cybernetics, Vol.4, No.3, 2011, pp. 284 - 310.

  41. Bui, L.T., Michalewicz, Z., Parkinson, E., and Abello, M.B., Adaptation in Dynamic Environments: A Case Study in Mission Planning, IEEE Transactions on Evolutionary Computation, Vol. 16, No. 2, April 2012, pp. 190 - 209.

  42. Michalewicz, Z., Quo Vadis, Evolutionary Computation? On a growing gap between theory and practice, Springer LNCS State-of-the-Art Survey, J. Liu, C. Alippi, B. Bouchon-Meunier, G. Greenwood, H. Abbass (Editors), 2012.

  43. Falkner, N., Sooriamurthi. R., and Michalewicz, Z., Teaching Puzzle-based Learning: Development of Basic Concepts, Teaching Mathematics and Computer Science, Vol.10. No.1, 2012, pp. 183 - 204.

  44. Michalewicz, Z., The Emperor is Naked: Evolutionary Algorithms for Real-World Applications ACM Ubiquity, November 2012, pp. 1 - 13.

  45. Falkner, N., Sooriamurthi. R., and Michalewicz, Z., Teaching Puzzle-based Learning: Development of Transferable Skills, Teaching Mathematics and Computer Science, Vol.10. No.2, 2012, pp. 245 - 268.

  46. Stolk, J., Mann, I., Mohais, A., and Michalewicz, Z., Combining Vehicle Routing and Packing for Optimal Delivery Schedules of Water Tanks, OR Insight, Vol. 26, No. 3, pp. 167 - 190, 2013.

  47. Bonyadi, M.R., Michalewicz, Z., and Barone, L., Travelling Thief Problem: the first step in transition from theoretical problems to realistic problems, Proceedings of the 2013 IEEE Congress on Evolutionary Computation, Cancun, Mexico, June 20 - 23, 2013.

  48. Ibrahimov M., Mohais, A., Schellenberg, S., and Michalewicz Z., Scheduling in Iron Ore Open-pit Mining, International Journal of Advanced Manufacturing Technology, Vol. 72, Issue 5-8, pp. 1021 - 1037, May 2014.

  49. Bonyadi, M.R. and Michalewicz, Z., An Analysis of the Velocity Updating Rule of Particle Swarm Optimization Algorithm, Journal of Heuristics, Vol. 20, No. 4, pp. 417 - 452, 2014.

  50. Bonyadi, M.R. and Michalewicz, Z., A locally convergent rotational invariant particle swarm optimizer, Swarm Intelligence, Vol. 8, No. 3, pp. 159 - 198, 2014.

  51. Bonyadi, M.R., Li, X., and Michalewicz, Z., A hybrid particle swarm with a time-adaptive topology for constrained optimization, Swarm and Evolutionary Computation, Vol. 18, No. 1, pp. 22 - 37, 2014.

  52. Bonyadi, M.R., Michalewicz, Z., Nallaperuma, S., and Neumann, F., Ahura: a heuristic-based racer for simulated car racing, IEEE Transactions on Computational Intelligence and AI in Games, Vol. 9, No. 3, pp. 290 – 304, May 2016.

  53. Bonyadi, M.R. and Michalewicz, Z., Analysis of stability, local convergence, and transformation sensitivity of a variant of particle swarm optimization algorithm, IEEE Transactions on Evolutionary Computation, Vol. 20, No. 3, pp. 370 - 385, June 2016.

  54. Bonyadi, M.R. and Michalewicz, Z., Stability analysis of the particle swarm optimization without stagnation, IEEE Transactions on Evolutionary Computation, Vol. 20, No. 5, pp. 814 - 819, October 2016.

  55. Bonyadi, M.R. and Michalewicz, Z., Particle swarm optimization for single objective continuous space problems: a review, Evolutionary Computation, Vol. 25, No. 1, pp. 1 – 54, 2017.

  56. Bonyadi, M.R. and Michalewicz, Z., Impacts of coefficients on movement patterns in the particle swarm optimization algorithm, IEEE Transactions on Evolutionary Computation, Vol. 21, No. 3, pp. 378 – 390, June 2017.

  57. Przybylek, M.R., Wierzbicki, A, and Michalewicz, Z., Decomposition algorithms for a multi-hard problem, Evolutionary Computation, Vol. 26, No. 3, pp. 507 – 533, 2018.

  58. Bonyadi, M.R., Michalewicz Z., Neumann, F. and Wagner, M., Evolutionary computation for multi-component problems: Opportunities and future directions, in Optimization in Industry - Present Practices and Future Scopes, S. Datta and J. P. Davim (Editors), Springer, 2018.

  59. Li, X., Shemshadi, A., Olech, L.P., and Michalewicz, Z., Customer Wallet Share Estimation for Manufacturers based on Transactions Data, in Proceedings of the Australasian Data Mining Conference (AusDM2019), Adelaide, Australia, December 2 – 5, 2019.

  60. Michalewicz Z., A personal perspective on Evolutionary Computation: A 35-year journey, Evolutionary Computation, anniversary issue, Vol. 31, No. 2, pp. 123 - 155, July 2023.