| 书目名称 | Nature-Inspired Computing and Optimization |
| 副标题 | Theory and Applicati |
| 编辑 | Srikanta Patnaik,Xin-She Yang,Kazumi Nakamatsu |
| 视频video | |
| 概述 | Reports on cutting-edge research in nature-inspired computing and optimization.Presents a wealth of techniques together with their application to real-world problems.Includes theoretical analysis and |
| 丛书名称 | Modeling and Optimization in Science and Technologies |
| 图书封面 |  |
| 描述 | .The book provides readers with a snapshot of the state of the art in the field of nature-inspired computing and its application in optimization. The approach is mainly practice-oriented: each bio-inspired technique or algorithm is introduced together with one of its possible applications. Applications cover a wide range of real-world optimization problems: from feature selection and image enhancement to scheduling and dynamic resource management, from wireless sensor networks and wiring network diagnosis to sports training planning and gene expression, from topology control and morphological filters to nutritional meal design and antenna array design. There are a few theoretical chapters comparing different existing techniques, exploring the advantages of nature-inspired computing over other methods, and investigating the mixing time of genetic algorithms. The book also introduces a wide range of algorithms, including the ant colony optimization, the bat algorithm, genetic algorithms, the collision-based optimization algorithm, the flower pollination algorithm, multi-agent systems and particle swarm optimization. This timely book is intended as a practice-oriented reference guide |
| 出版日期 | Book 2017 |
| 关键词 | Antenna Array Design; Bio-Inspired Computing; Ant Colony Optimisation; Bat Algorithm; Classifier System; |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-3-319-50920-4 |
| isbn_softcover | 978-3-319-84522-7 |
| isbn_ebook | 978-3-319-50920-4Series ISSN 2196-7326 Series E-ISSN 2196-7334 |
| issn_series | 2196-7326 |
| copyright | Springer International Publishing AG 2017 |
发表于 2025-3-21 19:29:42
