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An introduction to metaheuristics for optimization

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	An introduction to metaheuristics for optimization/ by Bastien Chopard, Marco Tomassini.
作者:	Chopard, Bastien.
其他作者:	Tomassini, Marco.
出版者:	Cham :Springer International Publishing : : 2018.,
面頁冊數:	xii, 226 p. :ill., digital ; : 24 cm.;
Contained By:	Springer eBooks
標題:	Mathematical optimization. -
電子資源:	https://doi.org/10.1007/978-3-319-93073-2
ISBN:	9783319930732

An introduction to metaheuristics for optimization
Chopard, Bastien.

An introduction to metaheuristics for optimization[electronic resource] /by Bastien Chopard, Marco Tomassini. - Cham :Springer International Publishing :2018. - xii, 226 p. :ill., digital ;24 cm. - Natural computing series,1619-7127. - Natural computing series..

Problems, Algorithms, Computational Complexity -- Search Space -- Tabu Search -- Simulated Annealing -- Ant Colony Optimization (ACO) -- Non-PSO Optimization -- Firefly Algorithm, Cuckoo Algorithm, Levy Flights -- Evolutionary Algorithms: Foundations -- Evolutionary Algorithms: Advanced -- Phase Transition in Optimization Problems -- Performance and Limitations of Metaheuristics -- Statistical Analysis of Research Spaces.

The authors stress the relative simplicity, efficiency, flexibility of use, and suitability of various approaches used to solve difficult optimization problems. The authors are experienced, interdisciplinary lecturers and researchers and in their explanations they demonstrate many shared foundational concepts among the key methodologies. This textbook is a suitable introduction for undergraduate and graduate students, researchers, and professionals in computer science, engineering, and logistics.

ISBN: 9783319930732

Standard No.: 10.1007/978-3-319-93073-2doiSubjects--Topical Terms:

527675
Mathematical optimization.

LC Class. No.: QA402.5

Dewey Class. No.: 519.6

An introduction to metaheuristics for optimization
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