Zbigniew Michalewicz

Zbigniew Michalewicz

Emeritus Professor · Evolutionary Computation Pioneer

School of Computer Science, Adelaide University
Adelaide, SA 5005, Australia
zbigniew.michalewicz@adelaide.edu.au

About

Zbigniew Michalewicz is Emeritus Professor at the School of Computer Science, Adelaide University. He completed his MSc degree at the Technical University of Warsaw in 1974, received his PhD from the Institute of Computer Science, Polish Academy of Sciences in 1981, and holds a Doctor of Science (Habilitation) from the Polish Academy of Science (1997).

From 1988 to 2004 he was Professor at the University of North Carolina at Charlotte. He also holds Professor positions at the Institute of Computer Science, Polish Academy of Sciences, the Polish-Japanese Institute of Information Technology, an honorary Professorship at Wuhan University (China), and is associated with the Structural Complexity Laboratory at Seoul National University. He is a Fellow of the Australian Computer Society.

His research interests span machine learning and evolutionary computation. He has published over 250 technical papers and authored or edited more than a dozen books — several of which became standard texts at universities worldwide, with translations into Chinese, Polish, Greek, and other languages. His work has been featured in TIME Magazine, Newsweek, the New York Times, Forbes, and the Associated Press.

He has secured numerous multi-million dollar industry contracts from organisations including General Motors, Ford, Bank of America, the U.S. Department of Defense, and AirLiquide. He was the general chairman of the First IEEE International Conference on Evolutionary Computation (Orlando, 1994) and an invited speaker at scores of international conferences. He served on editorial boards and as associate editor for 12 international journals.

In April 2002, he received the title of Professor from the President of Poland, Alexander Kwaśniewski. In 2006 he was appointed Business Ambassador for the State of South Australia. In December 2013, President Bronisław Komorowski awarded him the Order of the Rebirth of Poland (Polonia Restituta) — the second-highest Polish state civilian decoration — for outstanding achievements in education, science, and international relations.

Awards & Honours

2019

IEEE CIS Evolutionary Computation Pioneer Award — recognises significant contributions to early concepts and sustained developments in the field of evolutionary computation.

2013

Order of the Rebirth of Poland (Polonia Restituta) — awarded by the President of Poland for outstanding achievements in education, science, and international relations.

2012

Deloitte Technology Fast 50 — 3rd fastest-growing company in Australia — SolveIT Software, which Zbigniew co-founded and served as Chief Scientific Officer.

2006

Business Ambassador, State of South Australia — appointed by the South Australian Government.

2002

Professor title from the President of Poland — awarded by President Alexander Kwaśniewski at a ceremony in Warsaw.

1994

General Chairman, 1st IEEE International Conference on Evolutionary Computation — Orlando, Florida — a landmark event that launched the IEEE Evolutionary Computation conference series.

Books

The Rise of Artificial Intelligence
The Rise of Artificial Intelligence: Real-world Applications for Revenue and Margin Growth
with Leonardo Arantes & Matthew Michalewicz · Hybrid Publishers, Melbourne, 2021
Amazon ↗
A Guide to Teaching Puzzle-Based Learning
A Guide to Teaching Puzzle-Based Learning
with Edwin F. Meyer, Nick Falkner & Raja Sooriamurthi · Springer, London, 2014
Amazon ↗
Puzzle-Based Learning (Polish, 2nd ed.)
Puzzle-Based Learning — Polish translation, 2nd edition
PJWSTK, June 2013
How to Solve It — Greek translation
How to Solve It: Modern Heuristics — Greek translation
Paschalidis Publishers, Athens, 2013
Variants of Evolutionary Algorithms
Variants of Evolutionary Algorithms for Real-World Applications
ed. with Raymond Chiong & Thomas Weise · Springer, Berlin, 2012
Springer ↗
Puzzle-Based Learning (Polish, 2010)
Puzzle-Based Learning — Polish translation
PJWSTK, June 2010
Puzzle-Based Learning
Puzzle-Based Learning: An Introduction to Critical Thinking, Mathematics & Problem Solving
with Matthew Michalewicz · Hybrid Publishers, Melbourne, 2008
Amazon ↗
Design by Evolution
Design by Evolution
ed. with Philip F. Hingston & Luigi C. Barone · Springer-Verlag, Berlin, 2008
Springer ↗
Advances in Metaheuristics for Hard Optimization
Advances in Metaheuristics for Hard Optimization
ed. with Patrick Siarry · Springer-Verlag, Berlin, 2008
Springer ↗
Winning Credibility (2nd ed.)
Winning Credibility: A Guide for Building a Business from Rags to Riches — 2nd edition
with Matthew Michalewicz · Hybrid Publishers, Melbourne, 2007
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Adaptive Business Intelligence
Adaptive Business Intelligence
with Martin Schmidt, Matthew Michalewicz & Constantin Chiriac · Springer-Verlag, Berlin, 2007
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Parameter Setting in Evolutionary Algorithms
Parameter Setting in Evolutionary Algorithms
ed. with Fernando Lobo & Claudio Lima · Springer-Verlag, Berlin, 2007
Springer ↗
Winning Credibility (1st ed.)
Winning Credibility: A Guide for Building a Business from Rags to Riches
with Matthew Michalewicz · Hybrid Publishers, Melbourne, July 2006
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How to Solve It — Polish translation
How to Solve It: Modern Heuristics — Polish translation
WNT, April 2006
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Credibility: The Critical Success Factor (Polish)
Credibility: The Critical Success Factor — Polish translation
with Matthew Michalewicz · 2005
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Intelligent Media Technology for Communicative Intelligence
Intelligent Media Technology for Communicative Intelligence
ed. with Leonard Bolc & Toyoaki Nishida · Springer-Verlag, Berlin, 2005
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How to Solve It: Modern Heuristics (2nd ed.)
How to Solve It: Modern Heuristics — 2nd edition
with David B. Fogel · Springer-Verlag, Berlin, 2004
Amazon ↗
How to Solve It — Chinese translation
How to Solve It: Modern Heuristics — Chinese translation
with David B. Fogel
How to Solve It: Modern Heuristics (1st ed.)
How to Solve It: Modern Heuristics
with David B. Fogel · Springer-Verlag, Berlin, 2000
Amazon ↗
Evolutionary Computation: Basic Algorithms and Operators
Evolutionary Computation: Basic Algorithms and Operators
ed. with Thomas Bäck & David B. Fogel · Institute of Physics, London, 2000
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Evolutionary Computation: Advanced Algorithms and Operators
Evolutionary Computation: Advanced Algorithms and Operators
ed. with Thomas Bäck & David B. Fogel · Institute of Physics, London, 2000
Amazon ↗
Genetic Algorithms + Data Structures = Evolution Programs (Chinese)
Genetic Algorithms + Data Structures = Evolution Programs — Chinese translation
2000
Evolutionary Computation (IOS Press)
Evolutionary Computation
ed. with Gusz Eiben · IOS Press, Amsterdam, 1999
Genetic Algorithms + Data Structures = Evolution Programs (Korean)
Genetic Algorithms + Data Structures = Evolution Programs — Korean translation
1998
Handbook of Evolutionary Computation
Handbook of Evolutionary Computation
ed. with Thomas Bäck & David B. Fogel · Oxford University Press & IOP, London, 1997
Amazon ↗
Evolutionary Algorithms in Engineering Applications
Evolutionary Algorithms in Engineering Applications
ed. with Dipankar Dasgupta · Springer-Verlag, Berlin, 1997
Amazon ↗
Genetic Algorithms + Data Structures = Evolution Programs (Polish)
Genetic Algorithms + Data Structures = Evolution Programs — Polish translation
1997
Genetic Algorithms + Data Structures = Evolution Programs (3rd ed.)
Genetic Algorithms + Data Structures = Evolution Programs — 3rd edition
Springer-Verlag, Berlin, 1996
Amazon ↗
Genetic Algorithms + Data Structures = Evolution Programs (2nd ed.)
Genetic Algorithms + Data Structures = Evolution Programs — 2nd edition
Springer-Verlag, Berlin, 1994
Genetic Algorithms + Data Structures = Evolution Programs (1st ed.)
Genetic Algorithms + Data Structures = Evolution Programs — 1st edition
Springer-Verlag, Berlin, 1992
Statistical and Scientific Databases
Statistical and Scientific Databases
Ellis Horwood, London, 1991
Amazon ↗
Proceedings of the 5th SSDBM
Proceedings of the 5th International Conference on Statistical and Scientific Database Management
Springer-Verlag, LNCS No.420, Charlotte, 1990
Amazon ↗

Selected Papers

1 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.
2 Michalewicz, Z., and Attia, N., Evolutionary Optimization of Constrained Problems, Proc. 3rd Annual Conference on Evolutionary Programming, 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., Genetic Algorithms, Numerical Optimization and Constraints, Proc. 6th International Conference on Genetic Algorithms, Pittsburgh, 1995, pp.151–158.
6 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.
7 Michalewicz, Z., Heuristic Methods for Evolutionary Computation Techniques, Journal of Heuristics, Vol.1, No.2, 1995, pp.177–206.
8 Michalewicz, Z., Dasgupta, D., Le Riche, R.G., and Schoenauer, M., Evolutionary Algorithms for Constrained Engineering Problems, Computers & Industrial Engineering, Vol.30, No.2, 1996, pp.851–870.
9 Michalewicz, Z. and Schoenauer, M., Evolutionary Algorithms for Constrained Parameter Optimization Problems, Evolutionary Computation, Vol.4, No.1, 1996, pp.1–32.
10 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.
11 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.
12 Koziel, S. and Michalewicz, Z., Evolutionary Algorithms, Homomorphous Mappings, and Constrained Parameter Optimization, Evolutionary Computation, Vol.7, No.1, 1999, pp.19–44.
13 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.
14 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.
15 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.
16 Tao, G. and Michalewicz, Z., Inver-over Operator for the TSP, Proc. 5th Parallel Problem Solving from Nature, Springer, 1998, pp.803–812.
17 Leguizamon, G. and Michalewicz, Z., A New Version of Ant System for Subset Problems, Proc. Congress on Evolutionary Computation, 1999, pp.1459–1464.

For a complete list of 250+ publications see the full papers page, the full CV, or Google Scholar.

Industry & Entrepreneurship

Complexica

2014 — Present

Co-founder and Chief Scientist. A leading provider of Artificial Intelligence software helping large organisations sell more products, improve margins, and make better decisions through automated analytics and decision intelligence.

SolveIT Software

2005 — 2013

Co-founder and Chief Scientific Officer. Grew the supply-chain optimisation business from zero to ~180 employees and $20M in annual revenue. Ranked 3rd fastest-growing company in Australia (Deloitte, 2012). Acquired by Schneider Electric. Customers included Rio Tinto, BHP Billiton, and Xstrata.

Research Contracts

Career-long

Secured multi-million dollar contracts from General Motors, Ford Motor Company, Bank of America, U.S. Department of Defense, AirLiquide, PKN Orlen, BB&T, and Dentsu, applying computational intelligence to complex real-world problems.

Puzzle-Based Learning

Methodology

Co-creator of the Puzzle-Based Learning educational methodology — a globally adopted approach to teaching critical thinking, mathematics, and problem solving. Adopted at hundreds of universities worldwide.

Watch video ↗

Travels

A lifelong passion — visited dozens of countries across every continent. Below are a few highlights; the full gallery covers years from 1986.

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Family

Ewa Michalewicz

Zbigniew's wife — a talented fine-art painter based in Adelaide.

ewafineart.com.au ↗

Matthew Michalewicz

Zbigniew's son — entrepreneur, co-founder of SolveIT Software and Complexica, and author of Life in Half a Second.

michalewicz.com.au ↗  ·  Book ↗

Luiza Michalewicz

Zbigniew's daughter-in-law — a professional photographer based in Adelaide.

LuizaMichalewicz.com.au ↗