04339nam 22006735 450 991076844640332120200629180548.0981-15-2133-610.1007/978-981-15-2133-1(CKB)4100000010661823(MiAaPQ)EBC6134010(DE-He213)978-981-15-2133-1(PPN)243224184(EXLCZ)99410000001066182320200311d2020 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierFrontier Applications of Nature Inspired Computation /edited by Mahdi Khosravy, Neeraj Gupta, Nilesh Patel, Tomonobu Senjyu1st ed. 2020.Singapore :Springer Singapore :Imprint: Springer,2020.1 online resource (xiii, 389 pages) illustrationsSpringer Tracts in Nature-Inspired Computing,2524-552X981-15-2132-8 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.Springer Tracts in Nature-Inspired Computing,2524-552XComputational intelligenceAlgorithmsEngineering—Data processingMathematical optimizationComputational Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/T11014Algorithm Analysis and Problem Complexityhttps://scigraph.springernature.com/ontologies/product-market-codes/I16021Data Engineeringhttps://scigraph.springernature.com/ontologies/product-market-codes/T11040Discrete Optimizationhttps://scigraph.springernature.com/ontologies/product-market-codes/M26040Continuous Optimizationhttps://scigraph.springernature.com/ontologies/product-market-codes/M26030Computational intelligence.Algorithms.Engineering—Data processing.Mathematical optimization.Computational Intelligence.Algorithm Analysis and Problem Complexity.Data Engineering.Discrete Optimization.Continuous Optimization.006.38Khosravy Mahdiedthttp://id.loc.gov/vocabulary/relators/edtGupta Neerajedthttp://id.loc.gov/vocabulary/relators/edtPatel Nileshedthttp://id.loc.gov/vocabulary/relators/edtSenjyu Tomonobuedthttp://id.loc.gov/vocabulary/relators/edtMiAaPQMiAaPQMiAaPQBOOK9910768446403321Frontier Applications of Nature Inspired Computation3658103UNINA