Meta-Heuristic Algorithms in Supply Chain, Logistics and Transportation: Recent Advances, New Perspectives and Applications

Kay, Michael G., Delgoshaei, Aidin

  • 出版商: Wiley
  • 出版日期: 2022-07-26
  • 售價: $4,420
  • 貴賓價: 9.5$4,199
  • 語言: 英文
  • 頁數: 500
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1119652243
  • ISBN-13: 9781119652243
  • 相關分類: 地理資訊系統 GisAlgorithms-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)

這本書展示了如何使用MATLAB開發供應鏈和物流問題的元啟發式算法。該書首先解釋了供應鏈、物流和運輸領域中的各種問題。然後,解釋了經常用於這些問題的優化方法,並使用Lingo和GAMS解決了一些問題。該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解決複雜問題的原因。這本書幫助讀者了解每種常用的元啟發式方法,快速理解其要素,以及它的應用和如何使用MATLAB編碼。這本書將幫助研究生和研究人員了解哪種元啟發式方法可以應用於他們的問題。這本書還將幫助讀者通過考慮不同要素(如運算符數量、代理人數量和算法的收斂速度)來清晰選擇適合他們問題的適當算法。