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...
Parameter control in practice (2007)
Michalewicz, Zbigniew, Schmidt, Martin
Zbigniew Michalewicz and Martin Schmidt
Parameter control in evolutionary algorithms (2007)
Eiben, Agoston E., Michalewicz, Zbigniew, Schoenauer, Marc, Smith, J. E.
A. E. Eiben, Zbigniew Michalewicz, M. Schoenauer and J. E. Smith
Parameter adaptation for GP forecasting applications (2007)
Wagner, Neal, Michalewicz, Zbigniew
Neal Wagner and Zbigniew Michalewicz
Adaptive business intelligence: Three case studies (2007)
Michalewicz, Zbigniew, Schmidt, Martin, Michalewicz, Matthew Teodor, Chiriac, Constantin
Zbigniew Michalewicz, Martin Schmidt, Matthew Michalewicz and Constantin Chiriac
Time series forecasting for dynamic environments: The DyFor Genetic Program model (2007)
Wagner, Neal, Michalewicz, Zbigniew, Khouja, Moutaz, McGregor, Rob Roy
Copyright © 2007 IEEE
Adaptive business intelligence (2007)
Michalewicz, Zbigniew, Schmidt, M., Michalewicz, M. T., Chiriac, C.
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Parameter control in practice (2007)
Michalewicz, Zbigniew, Schmidt, Martin
Zbigniew Michalewicz and Martin Schmidt
Parameter control in evolutionary algorithms (2007)
Eiben, Agoston E., Michalewicz, Zbigniew, Schoenauer, Marc, Smith, J. E.
A. E. Eiben, Zbigniew Michalewicz, M. Schoenauer and J. E. Smith
Parameter adaptation for GP forecasting applications (2007)
Wagner, Neal, Michalewicz, Zbigniew
Neal Wagner and Zbigniew Michalewicz
Adaptive business intelligence: Three case studies (2007)
Michalewicz, Zbigniew, Schmidt, Martin, Michalewicz, Matthew Teodor, Chiriac, Constantin
Zbigniew Michalewicz, Martin Schmidt, Matthew Michalewicz and Constantin Chiriac
Time series forecasting for dynamic environments: The DyFor Genetic Program model (2007)
Wagner, Neal, Michalewicz, Zbigniew, Khouja, Moutaz, McGregor, Rob Roy
Copyright © 2007 IEEE
Forecasting economic time series with the DyFor genetic program model (2007)
Wagner, Neal, Khouja, Moutaz, Michalewicz, Zbigniew, McGregor, Rob Roy
© 2008 Informa plc
Forecasting economic time series with the DyFor genetic program model (2007)
Wagner, Neal, Khouja, Moutaz, Michalewicz, Zbigniew, McGregor, Rob Roy
© 2008 Informa plc
Forecasting economic time series with the DyFor genetic program model (2007)
Wagner, Neal, Khouja, Moutaz, Michalewicz, Zbigniew, McGregor, Rob Roy
© 2008 Informa plc
A computational intelligence portfolio construction system for equity market trading (2007)
Ghandar, Adam, Michalewicz, Zbigniew, Schmidt, Martin, To, Thuy Duong, Zurbruegg, Ralf
© Copyright 2007 IEEE
A historical population in a coevolutionary system (2007)
Avery, Phillipa Melanie, Michalewicz, Zbigniew, Schmidt, Martin
© Copyright 2007 IEEE
Static experts and dynamic enemies in coevolutionary games (2007)
Avery, Phillipa Melanie, Michalewicz, Zbigniew
Copyright © 2007 IEEE
A historical population in a coevolutionary system (2007)
Avery, Phillipa Melanie, Michalewicz, Zbigniew, Schmidt, Martin
© Copyright 2007 IEEE
Static experts and dynamic enemies in coevolutionary games (2007)
Avery, Phillipa Melanie, Michalewicz, Zbigniew
Copyright © 2007 IEEE
A computational intelligence portfolio construction system for equity market trading (2007)
Ghandar, Adam, Michalewicz, Zbigniew, Schmidt, Martin, To, Thuy Duong, Zurbruegg, Ralf
© Copyright 2007 IEEE
Path planning in dynamic environments (2006)
Smierzchalski, R., Michalewicz, Zbigniew
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How to solve it: Modern heuristics (2006)
Michalewicz, Zbigniew, Fogel, D. B.
Zbigniew Michalewicz, David B. Fogel.
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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How to solve it: Modern heuristics (2006)
Michalewicz, Zbigniew, Fogel, D. B.
Zbigniew Michalewicz, David B. Fogel.
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...
Case study: An intelligent decision-support system (2005)
Michalewicz, Zbigniew, Schmidt, Martin, Michalewicz, Matthew Teodor, Chiriac, Constantin
© 2005 IEEE.
Forecasting with a dynamic window of time: The DyFor genetic program model (2005)
Wagner, N., Michalewicz, Zbigniew, Khouja, M., McGregor, R. R.
The original publication is available at www.springerlink.com
Evaluation functions for real world problems: A case study (2005)
Michalewicz, Zbigniew, Schmidt, Martin, Michalewicz, M. T., Chiriac, C.
Prediction and optimization in a dynamic environment: A case study (2005)
Schmidt, Martin, Michalewicz, Zbigniew, Michalewicz, M. T., Chiriac, C.
© Copyright 2005 IEEE
Bolc, L., Michalewicz, Zbigniew, Nishida, T.
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Prediction and optimization for distribution and transportation: A case study (2005)
Michalewicz, Zbigniew, Schmidt, M., Michalewicz, M. T., Chiriac, C.
Coevolutionary processes for strategic decisions (2005)
Johnson, R. W., Melich, M. E., Michalewicz, Zbigniew, Schmidt, M.
The original publication is available at www.springerlink.com
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...
Case study: An intelligent decision-support system (2005)
Michalewicz, Zbigniew, Schmidt, Martin, Michalewicz, Matthew Teodor, Chiriac, Constantin
© 2005 IEEE.
Forecasting with a dynamic window of time: The DyFor genetic program model (2005)
Wagner, N., Michalewicz, Zbigniew, Khouja, M., McGregor, R. R.
The original publication is available at www.springerlink.com
Evaluation functions for real world problems: A case study (2005)
Michalewicz, Zbigniew, Schmidt, Martin, Michalewicz, M. T., Chiriac, C.
Prediction and optimization in a dynamic environment: A case study (2005)
Schmidt, Martin, Michalewicz, Zbigniew, Michalewicz, M. T., Chiriac, C.
© Copyright 2005 IEEE
Bolc, L., Michalewicz, Zbigniew, Nishida, T.
http://proxy.library.adelaide.edu.au/login?url=http://library.adelaide.edu.au/cgi-bin/Pwebrecon.cgi?BBID=1212812
Prediction and optimization for distribution and transportation: A case study (2005)
Michalewicz, Zbigniew, Schmidt, M., Michalewicz, M. T., Chiriac, C.
Coevolutionary processes for strategic decisions (2005)
Johnson, R. W., Melich, M. E., Michalewicz, Zbigniew, Schmidt, M.
The original publication is available at www.springerlink.com
Coevolutionary TEMPO game (2004)
Johnson, R. W., Melich, M. E., Michalewicz, Zbigniew, Schmidt, M.
© Copyright 2004 IEEE
Coevolutionary TEMPO game (2004)
Johnson, R. W., Melich, M. E., Michalewicz, Zbigniew, Schmidt, M.
© Copyright 2004 IEEE
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)
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)
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...
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...
Analysis and modeling of control tasks in dynamic systems (2002)
Ursem, Rasmus K., Krink, Thiemo, Jensen, Mikkel T., Michalewicz, Zbigniew
Copyright © 2002 IEEE
Evolutionary algorithms and constrained optimization (2002)
Michalewicz, Zbigniew, Schmidt, M.
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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...
Analysis and modeling of control tasks in dynamic systems (2002)
Ursem, Rasmus K., Krink, Thiemo, Jensen, Mikkel T., Michalewicz, Zbigniew
Copyright © 2002 IEEE
Evolutionary algorithms and constrained optimization (2002)
Michalewicz, Zbigniew, Schmidt, M.
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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)
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)
. 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...
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...