1993 – 1999 · Foundations of Evolutionary Computation
1
Michalewicz, Z.
A Hierarchy of Evolution Programs: An Experimental Study
Evolutionary Computation, Vol.1, No.1, 1993, pp.51–76
2
Michalewicz, Z., Logan, T.D., and Swaminathan, S.
Evolutionary Operators for Continuous Convex Parameter Spaces
Proc. 3rd Annual Conference on Evolutionary Programming, World Scientific, 1994, pp.84–97
3
Michalewicz, Z. and Attia, N.
Evolutionary Optimization of Constrained Problems
Proc. 3rd Annual Conference on Evolutionary Programming, World Scientific, 1994, pp.98–108
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
Proc. Workshop on Evolutionary Computation, University of New England, Armidale, Australia, 1994, pp.76–93
6
Michalewicz, Z.
Genetic Algorithms, Numerical Optimization and Constraints
Proc. 6th International Conference on Genetic Algorithms, Pittsburgh, 1995, pp.151–158
7
Michalewicz, Z.
A Survey of Constraint Handling Techniques in Evolutionary Computation Methods
Proc. 4th Annual Conference on Evolutionary Programming, MIT Press, 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. and Nazhiyath, G.
Genocop III: A Co-evolutionary Algorithm for Numerical Optimization Problems with Nonlinear Constraints
Proc. 2nd IEEE International Conference on Evolutionary Computation, Vol.2, Perth, 1995, pp.647–651
10
Michalewicz, Z., Nazhiyath, G., and Michalewicz, M.
A Note on Usefulness of Geometrical Crossover for Numerical Optimization Problems
Proc. 5th Annual Conference on Evolutionary Programming, MIT Press, 1996, pp.305–312
11
Schoenauer, M. and Michalewicz, Z.
Evolutionary Computation at the Edge of Feasibility
Proc. 4th Parallel Problem Solving from Nature (PPSN IV), Springer LNCS Vol.1141, Berlin, 1996, pp.245–254
12
Michalewicz, Z. and Schoenauer, M.
Evolutionary Algorithms for Constrained Parameter Optimization Problems
Evolutionary Computation, Vol.4, No.1, 1996, pp.1–32
13
Michalewicz, Z., Dasgupta, D., Le Riche, R.G., and Schoenauer, M.
Evolutionary Algorithms for Constrained Engineering Problems
Computers & Industrial Engineering, Vol.30, No.2, September 1996, pp.851–870
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 (ed.), Kluwer Academic, 1997
16
Hinterding, R., Michalewicz, Z., and Eiben, A.E.
Adaptation in Evolutionary Computation: A Survey
Proc. 4th IEEE International Conference on Evolutionary Computation, Indianapolis, 1997, pp.65–69
17
Schoenauer, M. and Michalewicz, Z.
Boundary Operators for Constrained Parameter Optimization Problems
Proc. 7th International Conference on Genetic Algorithms, East Lansing, Michigan, 1997, pp.320–329
18
Michalewicz, Z.
The Significance of the Evaluation Function in Evolutionary Algorithms
IMA Volumes in Mathematics and Its Applications, Vol.111, Springer-Verlag, L. Davis, K. De Jong, M. Vose, and D. Whitley (Eds.), 1998, pp.151–166
19
Hinterding, R. and Michalewicz, Z.
Your Brains and My Beauty: Parent Matching for Constrained Optimisation
Proc. 5th International Conference on Evolutionary Computation, Anchorage, Alaska, 1998, pp.810–815
20
Smierzchalski, R. and Michalewicz, Z.
Adaptive Modeling of a Ship Trajectory in Collision Situations at Sea
Proc. 5th International Conference on Evolutionary Computation, Anchorage, Alaska, 1998, pp.342–347
21
Koziel, S. and Michalewicz, Z.
A Decoder-based Evolutionary Algorithm for Constrained Parameter Optimization Problems
Proc. 5th Parallel Problem Solving from Nature (PPSN V), Amsterdam, Springer LNCS, 1998, pp.231–240
22
Tao, G. and Michalewicz, Z.
Inver-over Operator for the TSP
Proc. 5th Parallel Problem Solving from Nature (PPSN V), Amsterdam, Springer LNCS, 1998, 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
Proc. Congress on Evolutionary Computation, July 1999, pp.1459–1464
2000 – 2006 · Real-World Applications & Supply Chain
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
Proc. Congress on Evolutionary Computation, June 2004
31
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
32
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
33
Smierzchalski, R. and Michalewicz, Z.
Path Planning in Dynamic Environments
Chapter in Innovations in Robot Mobility and Control, Springer-Verlag, 2006
2007 – 2012 · Forecasting, Trading, Puzzle-Based Learning
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
Proc. 18th Annual Conference of the Australasian Association for Engineering Education, Melbourne, 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
Proc. 20th Annual Conference of the Australasian Association for Engineering Education, Adelaide, 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
39
Michalewicz, M., Michalewicz, Z., and Spitty, R.
Optimising the Wine Supply-Chain
Proc. 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 et al. (Eds.), 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
2013 – 2018 · Particle Swarm, Combinatorial Optimisation, Industry
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, 2013, pp.167–190
47
Bonyadi, M.R., Michalewicz, Z., and Barone, L.
Travelling Thief Problem: The First Step in Transition from Theoretical Problems to Realistic Problems
Proc. 2013 IEEE Congress on Evolutionary Computation, Cancun, Mexico, June 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, No.5–8, May 2014, pp.1021–1037
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, 2014, pp.417–452
50
Bonyadi, M.R. and Michalewicz, Z.
A Locally Convergent Rotational Invariant Particle Swarm Optimizer
Swarm Intelligence, Vol.8, No.3, 2014, pp.159–198
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, 2014, pp.22–37
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, May 2016, pp.290–304
53
Bonyadi, M.R. and Michalewicz, Z.
Analysis of Stability, Local Convergence, and Transformation Sensitivity of a Variant of PSO
IEEE Transactions on Evolutionary Computation, Vol.20, No.3, June 2016, pp.370–385
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, October 2016, pp.814–819
55
Bonyadi, M.R. and Michalewicz, Z.
Particle Swarm Optimization for Single Objective Continuous Space Problems: A Review
Evolutionary Computation, Vol.25, No.1, 2017, pp.1–54
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, June 2017, pp.378–390
57
Przybylek, M.R., Wierzbicki, A., and Michalewicz, Z.
Decomposition Algorithms for a Multi-Hard Problem
Evolutionary Computation, Vol.26, No.3, 2018, pp.507–533
58
Bonyadi, M.R., Michalewicz, Z., Neumann, F., and Wagner, M.
Evolutionary Computation for Multi-Component Problems: Opportunities and Future Directions
Chapter in Optimization in Industry, S. Datta and J.P. Davim (Eds.), Springer, 2018
2019 – 2023 · AI for Business & Retrospectives
59
Li, X., Shemshadi, A., Olech, L.P., and Michalewicz, Z.
Customer Wallet Share Estimation for Manufacturers Based on Transactions Data
Proc. Australasian Data Mining Conference (AusDM 2019), Adelaide, December 2019
60
Michalewicz, Z.
A Personal Perspective on Evolutionary Computation: A 35-Year Journey
Evolutionary Computation, anniversary issue, Vol.31, No.2, July 2023, pp.123–155
For the complete bibliography of 250+ publications, see the full CV (PDF).