Interactive Markov Models of Optimization Search Strategies

This paper introduces a Markov model for evolutionary algorithms (EAs) that is based on interactions among individuals in the population. This interactive Markov model has the potential to provide tractable models for optimization problems of realistic size. We propose two simple discrete optimizati...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	IEEE transactions on systems, man, and cybernetics. Systems man, and cybernetics. Systems, 2017-05, Vol.47 (5), p.808-825
Hauptverfasser:	Haiping Ma, Simon, Dan, Minrui Fei, Hongwei Mo
Format:	Artikel
Sprache:	eng
Schlagworte:	Computational modeling Evolutionary algorithm (EA) interactive Markov model Markov chains Markov model Markov processes Mathematical model Optimization optimization search strategy population-proportion-based selection Sociology Statistics
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!