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2002 | OriginalPaper | Buchkapitel

MOEA Theory and Issues

verfasst von : Carlos A. Coello Coello, David A. Van Veldhuizen, Gary B. Lamont

Erschienen in: Evolutionary Algorithms for Solving Multi-Objective Problems

Verlag: Springer US

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Many MOEA development efforts acknowledge various facets of underlying MOEA theory, but make limited contributions when simply citing relevant issues raised by others. Some authors, however, exhibit significant theoretical detail. Their work provides basic MOEA models and associated theories. Table 5.1 lists contemporary efforts reflecting MOEA theory development. In essence, an MOEA is searching for optimal elements in a partially ordered set or in the Pareto optimal set. Thus, the concept of convergence to P true and PF true is integral to the MOEA search process.

Metadaten
Titel
MOEA Theory and Issues
verfasst von
Carlos A. Coello Coello
David A. Van Veldhuizen
Gary B. Lamont
Copyright-Jahr
2002
Verlag
Springer US
DOI
https://doi.org/10.1007/978-1-4757-5184-0_5

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