Anzeige
Erschienen in:
2006 | OriginalPaper | Buchkapitel
Immune Clonal Selection Evolutionary Strategy for Constrained Optimization
verfasst von : Wenping Ma, Licheng Jiao, Maoguo Gong, Ronghua Shang
Erschienen in: PRICAI 2006: Trends in Artificial Intelligence
Verlag: Springer Berlin Heidelberg
Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.
Wählen Sie Textabschnitte aus um mit Künstlicher Intelligenz passenden Patente zu finden. powered by
Markieren Sie Textabschnitte, um KI-gestützt weitere passende Inhalte zu finden. powered by
Based on the clonal selection theory, a novel artificial immune systems algorithm, immune clonal selection evolutionary strategy for constrained optimization (ICSCES), is put forward. The new algorithm uses the stochastic ranking constraint-handling technique, realizs local search using clonal proliferation and clonal selection, and global search using clonal deletion. The experimental results on ten benchmark problems show, compared with the (
μ
,
λ
) evolutionary strategies adopting stochastic ranking technique and dynamic penalty function method, ICSCES has the ability of significantly improving the search performance both in convergence speed and precision.