Frontier Applications of Nature Inspired Computation
- Author(s): Mahdi Khosravy, Neeraj Gupta, Nilesh Patel, Tomonobu Senjyu,
- Publisher: Springer Nature
- Pages: 389
- ISBN_10: 9811521336
ISBN_13: 9789811521331
- Language: en
- Categories: Technology & Engineering / Engineering (General) , Computers / Programming / Algorithms , Computers / Data Science / General , Mathematics / Applied , Computers / Artificial Intelligence / General , Technology & Engineering / General , Computers / Database Administration & Management , Mathematics / Optimization ,
Description:... 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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