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Frontier Applications of Nature Inspired Computation

Download or Read eBook Frontier Applications of Nature Inspired Computation PDF written by Mahdi Khosravy and published by Springer Nature. This book was released on 2020-03-11 with total page 402 pages. Available in PDF, EPUB and Kindle.
Frontier Applications of Nature Inspired Computation
Author :
Publisher : Springer Nature
Total Pages : 402
Release :
ISBN-10 : 9789811521331
ISBN-13 : 9811521336
Rating : 4/5 (31 Downloads)

Book Synopsis Frontier Applications of Nature Inspired Computation by : Mahdi Khosravy

Book excerpt: 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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