Zbigniew Michalewicz

Publication List Details

Period

1996 - 2007

Number

105

Co-Authors

Parameter Control in Evolutionary Algorithms (2007)

Eiben, Aguston, Michalewicz, Zbigniew, Schoenauer, Marc, Smith, Jim

The issue of setting the values of various parameters of an evolutionary algorithm is crucial for good performance. In this paper we discuss how to do this, beginning with the issue of whether these...

Parameter Control in Evolutionary Algorithms (2007)

Eiben, Aguston, Michalewicz, Zbigniew, Schoenauer, Marc, Smith, Jim

The issue of setting the values of various parameters of an evolutionary algorithm is crucial for good performance. In this paper we discuss how to do this, beginning with the issue of whether these...

Adaptive business intelligence (2007)

Michalewicz, Zbigniew, Schmidt, M., Michalewicz, M. T., Chiriac, C.

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Parameter Control in Evolutionary Algorithms (2007)

Eiben, A.E., Michalewicz, Zbigniew, Schoenauer, Marc, Smith, Jim

The issue of setting the values of various parameters of an evolutionary algorithm is crucial for good performance. In this paper we discuss how to do this, beginning with the issue of whether these...

Adaptive business intelligence (2007)

Michalewicz, Zbigniew, Schmidt, M., Michalewicz, M. T., Chiriac, C.

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Path planning in dynamic environments (2006)

Smierzchalski, R., Michalewicz, Zbigniew

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Winning Credibility. A guide for building a business from rags to riches (2006)

Michalewicz, M. T., Michalewicz, Zbigniew

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Path planning in dynamic environments (2006)

Smierzchalski, R., Michalewicz, Zbigniew

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Winning Credibility. A guide for building a business from rags to riches (2006)

Michalewicz, M. T., Michalewicz, Zbigniew

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Coevolutionary optimization of fuzzy logic intelligence for strategic decision support (2005)

Johnson, R. W., Milech, M. E., Michalewicz, Zbigniew, Schmidt, Martin

©2005 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale...

Coevolutionary optimization of fuzzy logic intelligence for strategic decision support (2005)

Johnson, R. W., Milech, M. E., Michalewicz, Zbigniew, Schmidt, Martin

©2005 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale...

Evolutionary Algorithms (2003)

Michalewicz, Zbigniew, Schoenauer, M.

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Evolutionary Algorithms (2003)

Michalewicz, Zbigniew, Schoenauer, M.

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Analysis and Modeling of Control Tasks in Dynamic Systems (2002)

Rasmus K. Ursem, Thiemo Krink, Mikkel T. Jensen, Zbigniew Michalewicz

Most applications of evolutionary algorithms (EAs) deal with static optimization problems. However, in recent years, there has been a growing interest in timevarying (dynamic) problems, which are...

Adaptive Evolutionary Planner/Navigator for (2002)

Jing Xiao, Zbigniew Michalewicz, Lixin Zhang, Krzysztof Trojanowski

Based on evolutionary computation (EC) concepts, we developed an adaptive Evolutionary Planner/Navigator (EP/N) as a novel approach to path planning and navigation. The EP/N is characterized by...

Evolutionary Algorithms for Constrained Parameter (2002)

Zbigniew Michalewicz

Evolutionary computation techniques have received a lot of attention regarding their potential as optimization techniques for complex numerical functions. However, they have not produced a...

Genetic Algorithms, Numerical Optimization, and Constraints (2002)

Zbigniew Michalewicz

During the last two years several methods have been proposed for handling constraints by genetic algorithms for numerical optimization problems. In this paper we review these methods, test them on...

Genocop III: A Co-evolutionary Algorithm for Numerical Optimization Problems with Nonlinear Constraints (2002)

Zbigniew Michalewicz, Girish Nazhiyath

During the last two years several methods have been proposed for handling nonlinear constraints by genetic algorithms for numerical optimization problems; most of them were based on penalty...

Your Brains and My Beauty: (2002)

Robert Hinterding, Zbigniew Michalewicz

During the last years, several methods have been proposed for handling constraints by evolutionary algorithms for parameter optimisation problems. These methods include those based on penalty...

An evolutionary algorithm for optimizing material flow in supply chains (2002)

Khouja, M., Michalewicz, Zbigniew

Supply chain management literature calls for coordination between the different members of the chain. Materials should be moved from one supplier to the next according to a just-in-time schedule. In...

Evolutionary algorithms and constrained optimization (2002)

Michalewicz, Zbigniew, Schmidt, M.

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Parameter Selection (2002)

Michalewicz, Zbigniew, Eiben, A. E., Hinterding, R.

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An evolutionary algorithm for optimizing material flow in supply chains (2002)

Khouja, M., Michalewicz, Zbigniew

Supply chain management literature calls for coordination between the different members of the chain. Materials should be moved from one supplier to the next according to a just-in-time schedule. In...

Evolutionary algorithms and constrained optimization (2002)

Michalewicz, Zbigniew, Schmidt, M.

http://proxy.library.adelaide.edu.au/login?url=http://library.adelaide.edu.au/cgi-bin/Pwebrecon.cgi?BBID=1290473

Parameter Selection (2002)

Michalewicz, Zbigniew, Eiben, A. E., Hinterding, R.

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Adaptation in Evolutionary Computation: A Survey (2000)

Robert Hinterding, Zbigniew Michalewicz, Agoston E. Eiben

Adaptation of parameters and operators is one of the most important and promising areas of research in evolutionary computation; it tunes the algorithm to the problem while solving the problem. In...

Parameter Control in Evolutionary Algorithms (2000)

Zbigniew Michalewicz

The issue of controlling values of various parameters of an evolutionary algorithm is one of the most important and promising areas of research in evolutionary computation: It has a potential of...

Model for Evolutionary Algorithms with Structured and Variable Size Populations (1999)

Thiemo Krink, Brian H. Mayoh, Zbigniew Michalewicz

The paper investigates a new Patchwork model for structured population in evolutionary search, where population size may vary. This model allows better control of both population diversity and...

Testcase Generator for Nonlinear Continuous Parameter Optimization Techniques (1999)

Zbigniew Michalewicz, Kalyanmoy Deb, Martin Schmidt

The experimental results reported in many papers suggest that making an appropriate a priori choice of an evolutionary method for a nonlinear parameter optimization problem remains an open question....

Towards Understanding Constraint-Handling Methods in Evolutionary Algorithms (1999)

Zbigniew Michalewicz, Kalyanmoy Deb, Martin Schmidt, Thomas J. Stidsen

The experimental results reported in many papers suggest that making an appropriate a priori choice of an evolutionary method for a nonlinear parameter optimization problem remains an open question....

A PATCHWORK Model for Evolutionary Algorithms with Structured and Variable Size Populations (1999)

Thiemo Krink, Brian H. Mayoh, Zbigniew Michalewicz

The paper investigates a new Patchwork model for structured population in evolutionary search, where population size may vary. This model allows better control of both population diversity and...

Evolutionary Algorithms for Non-Stationary Environments (1999)

Zbigniew Michalewicz

. Most real-world applications operate in dynamic environments. In such environments often it is necessary to modify the current solution due to various changes in the environment (e.g., machine...

Penalty Functions (1998)

Alice E. Smith, David W. Coit, Thomas Baeck, David Fogel, Zbigniew Michalewicz

Introduction to Constraints Most optimization problems have constraints. The solution or set of solutions which are obtained as the final result of an evolutionary search must necessarily be...

Your Brains and My Beauty: Parent Matching for Constrained Optimisation (1998)

Robert Hinterding, Zbigniew Michalewicz

During the last years, several methods have been proposed for handling constraints by evolutionary algorithms for parameter optimisation problems. These methods include those based on penalty...

Adaptation in Evolutionary Computation: A Survey (1997)

Robert Hinterding, Zbigniew Michalewicz, Agoston E. Eiben

Adaptation of parameters and operators is one of the most important and promising areas of research in evolutionary computation; it tunes the algorithm to the problem while solving the problem. In...

Evolutionary Planner/Navigator: Operator Performance and Self-Tuning (1997)

Jing Xiao, Zbigniew Michalewicz, Lixin Zhang

Based on evolutionary computation concepts, the Evolutionary Planner/Navigator (EP/N) [4, 5] represents a new approach to path planning and navigation. Since its first version, the development of the...

Evolutionary Planner/Navigator: Operator Performance and Self-Tuning (1997)

Jing Xiao, Zbigniew Michalewicz, Lixin Zhang

Based on evolutionary computation concepts, the Evolutionary Planner/Navigator (EP/N) [4, 5] represents a new approach to path planning and navigation. Since its first version, the development of the...