Study on multiobjective optimization using improved genetic Algorithm

Name: Study on multiobjective optimization using improved genetic Algorithm
Brand: LAP Lambert Academic Publishing
SKU: 9783846548899
Price: 282.79 RON
Availability: InStock

Methodology and Application

Autor: Abd Allah A. Mousa

Limbă:

Legare: Carte broșată

Editura: LAP Lambert Academic Publishing

Disponibilitate: În depozitul extern

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282.79 lei

Many real-world problems involve two types of problem difficulty: I) multiple, conflicting objective...

Informații despre carte

Autor

Abd Allah A. Mousa

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2011

Pagini

144

EAN

9783846548899

Enbook ID

06957676

Editura

LAP Lambert Academic Publishing

Greutate

233

Dimensiuni

150 x 220 x 9

Descriere completă

Many real-world problems involve two types of problem difficulty: I) multiple, conflicting objectives and II) a highly complex search space. On the one hand, instead of a single optimal solution competing goals give rise to a set of compromise solutions, generally denoted as Pareto-optimal. In the absence of preference information, none of the corresponding trade-offs can be said to be better than the others. On the other hand, the search space can be too large and too complex to be solved by exact methods. Thus, efficient optimization strategies are required that are able to deal with both difficulties. Evolutionary algorithms possess several characteristics that are desirable for this kind of problem and make them preferable to classical optimization methods. In fact, various evolutionary approaches to multiobjective optimization have been proposed since 1985, capable of searching for multiple Pareto optimal solutions concurrently in a single simulation run. The subject of this work is the improvement of multiobjective evolutionary algorithms and their application to engineering problems.

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Study on multiobjective optimization using improved genetic Algorithm

Methodology and Application

Informații despre carte

Descriere completă

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