Meta-Heuristic Algorithms in Supply Chain, Logistics and Transportation: Recent Advances, New Perspectives and Applications
暫譯: 供應鏈、物流與運輸中的元啟發式演算法:近期進展、新視角與應用
Kay, Michael G., Delgoshaei, Aidin
- 出版商: Wiley
- 出版日期: 2022-07-26
- 售價: $4,490
- 貴賓價: 9.5 折 $4,266
- 語言: 英文
- 頁數: 500
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1119652243
- ISBN-13: 9781119652243
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相關分類:
地理資訊系統 Gis、Algorithms-data-structures
海外代購書籍(需單獨結帳)
商品描述
This book shows how Meta-heuristic algorithms can be developed by using MATLAB for Supply Chain and Logistics problems. The book begins with an explanation of various problems in the field of supply chain, logistics and transportation. Then, optimization methods that are frequently used for the mentioned problems are explained and some problems are solved using these methods by Lingo and GAMS. The book continues by outlining reasons for using heuristics and metaheuristics for complicated problems in supply chain and logistics. This book helps readers understand each commonly used metaheuristic method, understand its elements quickly, as well as applications of it and how to code using MATLAB. This book will help graduate students as well as researchers understand which metaheuristic method can be used for their applications. This book will also help readers have a clear vision of choosing the appropriate algorithm for their problems by considering different elements like the number of operators, the number of agents, and convergence rate of the algorithm.
商品描述(中文翻譯)
本書展示了如何使用 MATLAB 開發元啟發式演算法以解決供應鏈和物流問題。本書首先解釋了供應鏈、物流和運輸領域中的各種問題。接著,介紹了常用於上述問題的優化方法,並使用 Lingo 和 GAMS 解決了一些問題。本書繼續概述了在供應鏈和物流中使用啟發式和元啟發式方法的原因。本書幫助讀者理解每種常用的元啟發式方法,快速掌握其要素,以及其應用和如何使用 MATLAB 編碼。本書將幫助研究生和研究人員了解哪些元啟發式方法可以用於他們的應用。此外,本書還將幫助讀者清楚地選擇適合其問題的演算法,考慮不同的要素,如操作數量、代理數量和演算法的收斂速度。