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Frontier applications of nature insp...

Khosravy, Mahdi.

Frontier applications of nature inspired computation

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Frontier applications of nature inspired computationedited by Mahdi Khosravy ... [et al.].
其他作者:	Khosravy, Mahdi.
出版者:	Singapore :Springer Singapore :2020.
面頁冊數:	xiii, 389 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
標題:	Natural computation.
電子資源:	https://doi.org/10.1007/978-981-15-2133-1
ISBN:	9789811521331$q(electronic bk.)

Frontier applications of nature inspired computation
Frontier applications of nature inspired computation[electronic resource] /edited by Mahdi Khosravy ... [et al.]. - Singapore :Springer Singapore :2020. - xiii, 389 p. :ill., digital ;24 cm. - Springer tracts in nature-inspired computing,2524-552X. - Springer tracts in nature-inspired computing..

Nature-inspired Metaheuristic Optimization: Recent Advances and Applications -- Prediction in Nature Inspired Dynamic Optimization -- Plants Genetics Inspired Evolutionary Optimization: A Descriptive Tutorial -- Trends on fitness landscape analysis in evolutionary computation and meta-heuristics -- Lion Algorithm and its Applications -- A self-adaptive nature-inspired procedure for solving the quadratic assignment problem.

This book addresses the frontier advances in the theory and application of nature-inspired optimization techniques, including solving the quadratic assignment problem, prediction in nature-inspired dynamic optimization, the lion algorithm and its applications, optimizing the operation scheduling of microgrids, PID controllers for two-legged robots, optimizing crane operating times, planning electrical energy distribution systems, automatic design and evaluation of classification pipelines, and optimizing wind-energy power generation plants. The book also presents a variety of nature-inspired methods and illustrates methods of adapting these to said applications. Nature-inspired computation, developed by mimicking natural phenomena, makes a significant contribution toward the solution of non-convex optimization problems that normal mathematical optimizers fail to solve. As such, a wide range of nature-inspired computing approaches has been used in multidisciplinary engineering applications. Written by researchers and developers from a variety of fields, this book presents the latest findings, novel techniques and pioneering applications.

ISBN: 9789811521331$q(electronic bk.)

Standard No.: 10.1007/978-981-15-2133-1doiSubjects--Topical Terms:

339160
Natural computation.

LC Class. No.: QA76.9.N37 / F766 2020

Dewey Class. No.: 006.382

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520 $a This book addresses the frontier advances in the theory and application of nature-inspired optimization techniques, including solving the quadratic assignment problem, prediction in nature-inspired dynamic optimization, the lion algorithm and its applications, optimizing the operation scheduling of microgrids, PID controllers for two-legged robots, optimizing crane operating times, planning electrical energy distribution systems, automatic design and evaluation of classification pipelines, and optimizing wind-energy power generation plants. The book also presents a variety of nature-inspired methods and illustrates methods of adapting these to said applications. Nature-inspired computation, developed by mimicking natural phenomena, makes a significant contribution toward the solution of non-convex optimization problems that normal mathematical optimizers fail to solve. As such, a wide range of nature-inspired computing approaches has been used in multidisciplinary engineering applications. Written by researchers and developers from a variety of fields, this book presents the latest findings, novel techniques and pioneering applications.
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