书目名称 | Intelligent Production and Manufacturing Optimisation—The Bees Algorithm Approach |
编辑 | Duc Truong Pham,Natalia Hartono |
视频video | http://file.papertrans.cn/470/469877/469877.mp4 |
概述 | Explains the bees algorithm a highly effective optimization algorithm.Presents the application of the Bees Algorithm to solve a wide range of complex problems.Covers new topics such as smart optimisat |
丛书名称 | Springer Series in Advanced Manufacturing |
图书封面 |  |
描述 | .This book is the first work dedicated to the Bees Algorithm. Following a gentle introduction to the main ideas underpinning the algorithm, the book presents recent results and developments relating to the algorithm and its application to optimisation problems in production and manufacturing... ..With the advent of the Fourth Industrial Revolution, production and manufacturing processes and systems have become more complex. To obtain the best performance from them requires efficient and effective optimisation techniques that do not depend on the availability of process or system models. Such models are usually either not obtainable or mathematically intractable due to the high degrees of nonlinearities and uncertainties in the processes and systems to be represented. The Bees Algorithm is a powerful swarm-based intelligent optimisation metaheuristic inspired by the foraging behaviour of honeybees. The algorithm is conceptually elegant and extremely easy to apply. All it needs to solve an optimisation problem is a means to evaluate the quality of potential solutions.. ..This book demonstrates the simplicity, effectiveness and versatility of the algorithm and encourages its further a |
出版日期 | Book 2023 |
关键词 | Intelligent Manufacturing; Smart Manufacturing; Intelligent Optimisation; Swarm Intelligence; Bees Algor |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-031-14537-7 |
isbn_softcover | 978-3-031-14539-1 |
isbn_ebook | 978-3-031-14537-7Series ISSN 1860-5168 Series E-ISSN 2196-1735 |
issn_series | 1860-5168 |
copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |