| 书目名称 | Jaya: An Advanced Optimization Algorithm and its Engineering Applications | | 编辑 | Ravipudi Venkata Rao | | 视频video | | | 概述 | Presents a comprehensive review of the latest international research and development trends for design optimization of various systems and processes in different engineering disciplines.Provides real- | | 图书封面 |  | | 描述 | .This book introduces readers to the “Jaya” algorithm, an advanced optimization technique that can be applied to many physical and engineering systems. It describes the algorithm, discusses its differences with other advanced optimization techniques, and examines the applications of versions of the algorithm in mechanical, thermal, manufacturing, electrical, computer, civil and structural engineering..In real complex optimization problems, the number of parameters to be optimized can be very large and their influence on the goal function can be very complicated and nonlinear in character. Such problems cannot be solved using classical methods and advanced optimization methods need to be applied. The Jaya algorithm is an algorithm-specific parameter-less algorithm that builds on other advanced optimization techniques. The application of Jaya in several engineering disciplines is critically assessed and its success compared with other complex optimization techniquessuch as Genetic Algorithms (GA), Particle Swarm Optimization (PSO), Differential Evolution (DE), Artificial Bee Colony (ABC), and other recently developed algorithms.. | | 出版日期 | Book 2019 | | 关键词 | Advanced optimization algorithms; Jaya algorithm; Constrained and unconstrained benchmark problems; Mul | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-319-78922-4 | | isbn_softcover | 978-3-030-07680-1 | | isbn_ebook | 978-3-319-78922-4 | | copyright | Springer International Publishing AG, part of Springer Nature 2019 |
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发表于 2025-3-21 17:42:53
