LEADER 04339nam 22006735 450 001 9910768446403321 005 20200629180548.0 010 $a981-15-2133-6 024 7 $a10.1007/978-981-15-2133-1 035 $a(CKB)4100000010661823 035 $a(MiAaPQ)EBC6134010 035 $a(DE-He213)978-981-15-2133-1 035 $a(PPN)243224184 035 $a(EXLCZ)994100000010661823 100 $a20200311d2020 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aFrontier Applications of Nature Inspired Computation /$fedited by Mahdi Khosravy, Neeraj Gupta, Nilesh Patel, Tomonobu Senjyu 205 $a1st ed. 2020. 210 1$aSingapore :$cSpringer Singapore :$cImprint: Springer,$d2020. 215 $a1 online resource (xiii, 389 pages) $cillustrations 225 1 $aSpringer Tracts in Nature-Inspired Computing,$x2524-552X 311 $a981-15-2132-8 327 $aNature-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. 330 $aThis book addresses the frontier advances in the theory and application of nature-inspired optimization techniques, including solving the quadratic assignment problem, prediction in nature-inspired dynamic optimization, the lion algorithm and its applications, optimizing the operation scheduling of microgrids, PID controllers for two-legged robots, optimizing crane operating times, planning electrical energy distribution systems, automatic design and evaluation of classification pipelines, and optimizing wind-energy power generation plants. The book also presents a variety of nature-inspired methods and illustrates methods of adapting these to said applications. Nature-inspired computation, developed by mimicking natural phenomena, makes a significant contribution toward the solution of non-convex optimization problems that normal mathematical optimizers fail to solve. As such, a wide range of nature-inspired computing approaches has been used in multidisciplinary engineering applications. Written by researchers and developers from a variety of fields, this book presents the latest findings, novel techniques and pioneering applications. 410 0$aSpringer Tracts in Nature-Inspired Computing,$x2524-552X 606 $aComputational intelligence 606 $aAlgorithms 606 $aEngineering?Data processing 606 $aMathematical optimization 606 $aComputational Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/T11014 606 $aAlgorithm Analysis and Problem Complexity$3https://scigraph.springernature.com/ontologies/product-market-codes/I16021 606 $aData Engineering$3https://scigraph.springernature.com/ontologies/product-market-codes/T11040 606 $aDiscrete Optimization$3https://scigraph.springernature.com/ontologies/product-market-codes/M26040 606 $aContinuous Optimization$3https://scigraph.springernature.com/ontologies/product-market-codes/M26030 615 0$aComputational intelligence. 615 0$aAlgorithms. 615 0$aEngineering?Data processing. 615 0$aMathematical optimization. 615 14$aComputational Intelligence. 615 24$aAlgorithm Analysis and Problem Complexity. 615 24$aData Engineering. 615 24$aDiscrete Optimization. 615 24$aContinuous Optimization. 676 $a006.38 702 $aKhosravy$b Mahdi$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aGupta$b Neeraj$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aPatel$b Nilesh$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aSenjyu$b Tomonobu$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910768446403321 996 $aFrontier Applications of Nature Inspired Computation$93658103 997 $aUNINA