Advanced Metaheuristic Algorithms and Their Applications in Structural Optimization

Name: Advanced Metaheuristic Algorithms and Their Applications in Structural Optimization
Brand: Springer, Berlin
SKU: 9783031134319
Price: 99.69 EUR
Availability: InStock

Autor: Ali Kaveh, Kiarash Biabani Hamedani

Jazyk:

Väzba: Brožovaná

Vydavateľ: Springer, Berlin

Dostupnosť: Skladom u dodávateľa

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The main purpose of the present book is to develop a general framework for population-based metaheur...

Informácie o knihe

Autor

Ali Kaveh, Kiarash Biabani Hamedani

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2023

Stránok

362

EAN

9783031134319

Enbook ID

43967548

Vydavateľ

Springer, Berlin

Hmotnosť

631

Rozmery

155 x 235

Kompletný popis

The main purpose of the present book is to develop a general framework for population-based metaheuristics based on some basic concepts of set theory. The idea of the framework is to divide the population of individuals into subpopulations of identical sizes. Therefore, in each iteration of the search process, different subpopulations explore the search space independently but simultaneously. The framework aims to provide a suitable balance between exploration and exploitation during the search process. A few chapters containing algorithm-specific modifications of some state-of-the-art metaheuristics are also included to further enrich the book.The present book is addressed to those scientists, engineers, and students who wish to explore the potentials of newly developed metaheuristics. The proposed metaheuristics are not only applicable to structural optimization problems but can also be used for other engineering optimization applications. The book is likely to be of interest to a wide range of engineers and students who deal with engineering optimization problems.

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Advanced Metaheuristic Algorithms and Their Applications in Structural Optimization

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