Autor:

Kowalczuk, Zdzisław ; Białaszewski, Tomasz

Współtwórca:

Korbicz, Józef (1951- ) - red.

Tytuł:

Niching mechanisms in evolutionary computations

Podtytuł:

Soft Computing in Control and Fault Diagnosis

Tytuł publikacji grupowej:

AMCS, Volume 16 (2006)

Temat i słowa kluczowe:

niching ; ranking ; Pareto-optimality ; genetic algorithms ; evolutionary computations ; multi-objective optimization ; solutions diversity ; engineering designs ; detection observers

Abstract:

Different types of niching can be used in genetic algorithms (GAs) or evolutionary computations (ECs) to sustain thediversity of the sought optimal solutions and to increase the effectiveness of evolutionary multi-objective optimizationsolvers. In this paper four schemes of niching are proposed, which are also considered in two versions with respect tothe method of invoking: a continuous realization and a periodic one. The characteristics of these mechanisms are discussed,while as their performance and effectiveness are analyzed by considering exemplary multi-objective optimization tasks bothof a synthetic and an engineering (FDI) design nature.

Wydawca:

Zielona Góra: Uniwersytet Zielonogórski

Data wydania:

2006

Typ zasobu:

artykuł

Strony:

59-84

Źródło:

AMCS, Volume 16, Number 1 (2006) ; kliknij tutaj, żeby przejść

Jezyk:

eng

Prawa do dysponowania publikacją:

Biblioteka Uniwersytetu Zielonogórskiego