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Erschienen in:
2010 | OriginalPaper | Buchkapitel
Constrained Optimization
Erschienen in: Introduction to Evolutionary Algorithms
Verlag: Springer London
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In previous chapters, we only searched the space defined by variables’ upper and lower bounds. But real-world problems are always with constraints. One important question that needs to be answered when applying EAs in constrained optimization is how to evaluate a solution that violates some constraints. Generally, we want the final results of our EAs to satisfy all the constraints. But discarding the those that violate some constraints and generating new ones again is very inefficient. Several wonderful ideas for constraint handling will be discussed in this chapter.