Metaheuristics for Vehicle Routing Problems(Hardcover)
Nacima Labadie, Christian Prins, Caroline Prodhon
- 出版商: Wiley
- 出版日期: 2016-02-23
- 售價: $4,140
- 貴賓價: 9.5 折 $3,933
- 語言: 英文
- 頁數: 194
- 裝訂: Hardcover
- ISBN: 1848218117
- ISBN-13: 9781848218116
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商品描述
This book is dedicated to metaheuristics as applied to vehicle routing problems. Several implementations are given as illustrative examples, along with applications to several typical vehicle routing problems.
As a first step, a general presentation intends to make the reader more familiar with the related field of logistics and combinatorial optimization. This preamble is completed with a description of significant heuristic methods classically used to provide feasible solutions quickly, and local improvement moves widely used to search for enhanced solutions. The overview of these fundamentals allows appreciating the core of the work devoted to an analysis of metaheuristic methods for vehicle routing problems. Those methods are exposed according to their feature of working either on a sequence of single solutions, or on a set of solutions, or even by hybridizing metaheuristic approaches with others kind of methods.
商品描述(中文翻譯)
本書專注於將元啟發式方法應用於車輛路線問題。書中提供了幾個實作作為說明性範例,並應用於幾個典型的車輛路線問題。
首先,一個總體介紹旨在使讀者更熟悉物流和組合優化相關領域。這個前言還包括對經典的啟發式方法的描述,這些方法通常用於快速提供可行解,以及廣泛使用的局部改進方法,用於尋找更好的解。這些基礎知識的概述使我們能夠欣賞本書核心部分,即對車輛路線問題的元啟發式方法進行分析。這些方法根據它們的特點進行介紹,可以單獨作用於一系列單一解,或一組解,甚至通過將元啟發式方法與其他方法混合使用。