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Title Frontier applications of nature inspired computation / edited by Mahdi Khosravy, Neeraj Gupta, Nilesh Patel, Tomonobu Senjyu
Imprint Singapore : Springer Singapore : Imprint: Springer, 2020
book jacket
Descript 1 online resource (xiii, 389 pages) : illustrations, digital ; 24 cm
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
text file PDF rda
Series Springer tracts in nature-inspired computing, 2524-552X
Springer tracts in nature-inspired computing
Note 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
Host Item Springer eBooks
Subject Natural computation
Computational Intelligence
Algorithm Analysis and Problem Complexity
Data Engineering
Discrete Optimization
Continuous Optimization
Alt Author Khosravy, Mahdi, editor
Gupta, Neeraj, editor
Patel, Nilesh, editor
Senjyu, Tomonobu, editor
SpringerLink (Online service)
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