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Multi-objective optimization using a...
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Mirjalili, Seyedali.
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Multi-objective optimization using artificial intelligence techniques
紀錄類型:
書目-電子資源 : Monograph/item
正題名/作者:
Multi-objective optimization using artificial intelligence techniques/ by Seyedali Mirjalili, Jin Song Dong.
作者:
Mirjalili, Seyedali.
其他作者:
Dong, Jin Song.
出版者:
Cham :Springer International Publishing : : 2020.,
面頁冊數:
xi, 58 p. :ill., digital ;24 cm.
Contained By:
Springer eBooks
標題:
Mathematical optimization. -
電子資源:
https://doi.org/10.1007/978-3-030-24835-2
ISBN:
9783030248352
Multi-objective optimization using artificial intelligence techniques
Mirjalili, Seyedali.
Multi-objective optimization using artificial intelligence techniques
[electronic resource] /by Seyedali Mirjalili, Jin Song Dong. - Cham :Springer International Publishing :2020. - xi, 58 p. :ill., digital ;24 cm. - SpringerBriefs in applied sciences and technology,2191-530X. - SpringerBriefs in applied sciences and technology..
This book focuses on the most well-regarded and recent nature-inspired algorithms capable of solving optimization problems with multiple objectives. Firstly, it provides preliminaries and essential definitions in multi-objective problems and different paradigms to solve them. It then presents an in-depth explanations of the theory, literature review, and applications of several widely-used algorithms, such as Multi-objective Particle Swarm Optimizer, Multi-Objective Genetic Algorithm and Multi-objective GreyWolf Optimizer Due to the simplicity of the techniques and flexibility, readers from any field of study can employ them for solving multi-objective optimization problem. The book provides the source codes for all the proposed algorithms on a dedicated webpage.
ISBN: 9783030248352
Standard No.: 10.1007/978-3-030-24835-2doiSubjects--Topical Terms:
517763
Mathematical optimization.
LC Class. No.: QA402.5 / .M57 2020
Dewey Class. No.: 519.3
Multi-objective optimization using artificial intelligence techniques
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