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Abstract: Several methods have been proposed for handling nonlinear constraints by evolutionary algorithms for numerical optimization problems; a survey paper [7] provides an overview of various techniques and some experimental results, as well as proposes a set of eleven test problems. (Update)
Context of citations to this paper: More
...the above conditions were formulated. However, the use of decoders for continuous domains has not been investigated. Only recently [16, 17] a new approach for solving constrained numerical optimization problems was proposed. This approach incorporates a homomorphous mapping...
...trees. The second one is the indirect approach, in which an auxiliary aux space is used by the EA. In this latter case, a decoder [7] must be utilized in order to perform the # SPh mapping. Either of these approaches requires defining adequate reproductive operators...
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BibTeX entry: (Update)
Koziel, S. and Michalewicz, Z. (1998). A decoder-based evolutionary algorithm for constrained parameter optimization problems. Proceedings of the Parallel Problem Solving from Nature, V, 231--240. http://citeseer.ist.psu.edu/koziel98decoderbased.html More
@article{ koziel98decoderbased,
author = "Slawomir Koziel and Zbigniew Michalewicz",
title = "A Decoder-Based Evolutionary Algorithm for Constrained Parameter Optimization Problems",
journal = "Lecture Notes in Computer Science",
volume = "1498",
pages = "231--??",
year = "1998",
url = "citeseer.ist.psu.edu/koziel98decoderbased.html" }
Citations (may not include all citations):206 Genetic Algorithms+Data Structures=Evolution Programs (context) - Michalewicz - 1996
50 Handling constraints in genetic algorithms (context) - Michalewicz, Janikow - 1991
31 Genocop III: A co-evolutionary algorithm for numerical optim.. - Michalewicz, Nazhiyath - 1995
24 Evolutionary computation at the edge of feasibility - Schoenauer, Michalewicz - 1996
10 Boundary Operators for Constrained Parameter Optimization Pr.. - Schoenauer, Michalewicz - 1997
7 Evolutionary algorithms (context) - Michalewicz - 1998
7 Evolutionary computation for constrained parameter optimizat.. (context) - Michalewicz, Schoenauer - 1996
The graph only includes citing articles where the year of publication is known.
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