Frontier Applications of Nature Inspired Computation

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Détails du livre

Titre : Frontier Applications of Nature Inspired Computation
Pages : 389
Collection : Springer Tracts in Nature-Inspired Computing
Parution : 2020-03-11
Éditeur : Springer
EAN papier : 9789811521324
À propos du livre


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.

Format EPUB - Nb pages copiables : 3 - Nb pages imprimables : 38 - Poids : 49162 Ko - - Prix : 94,94 € - EAN : 9789811521331

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