Business Optimization Using Mathematical Programming: An Introduction with Case Studies and Solutions in Various Algebraic Modeling Languages
暫譯: 數學規劃的商業優化：各種代數建模語言的案例研究與解決方案導論
Kallrath, Josef
- 出版商: Springer
- 出版日期: 2021-09-01
- 售價: $5,660
- 貴賓價: 9.5 折 $5,377
- 語言: 英文
- 頁數: 629
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 3030732363
- ISBN-13: 9783030732363
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相關分類:
工程數學 Engineering-mathematics、商業管理類
海外代購書籍(需單獨結帳)
相關主題
商品描述
This book presents a structured approach to formulate, model, and solve mathematical optimization problems for a wide range of real world situations. Among the problems covered are production, distribution and supply chain planning, scheduling, vehicle routing, as well as cutting stock, packing, and nesting. The optimization techniques used to solve the problems are primarily linear, mixed-integer linear, nonlinear, and mixed integer nonlinear programming. The book also covers important considerations for solving real-world optimization problems, such as dealing with valid inequalities and symmetry during the modeling phase, but also data interfacing and visualization of results in a more and more digitized world. The broad range of ideas and approaches presented helps the reader to learn how to model a variety of problems from process industry, paper and metals industry, the energy sector, and logistics using mathematical optimization techniques.
商品描述(中文翻譯)
本書提供了一種結構化的方法來制定、建模和解決各種現實世界的數學優化問題。所涵蓋的問題包括生產、分配和供應鏈規劃、排程、車輛路徑規劃，以及切割庫存、包裝和嵌套。用於解決這些問題的優化技術主要包括線性規劃、混合整數線性規劃、非線性規劃和混合整數非線性規劃。本書還涵蓋了解決現實世界優化問題的重要考量，例如在建模階段處理有效不等式和對稱性，以及在日益數位化的世界中進行數據介接和結果可視化。所呈現的廣泛思想和方法幫助讀者學習如何使用數學優化技術來建模來自過程工業、紙張和金屬工業、能源部門和物流的各種問題。
作者簡介
Prof. Dr. Josef Kallrath has studied mathematics, physics and astronomy in Bonn, where he received his doctorate in 1989 with an astrophysical dissertation on the dynamics of colliding binary stellar winds. He is working in practice (BASF SE, Ludwigshafen; 1989-2019), freelances since 1998 as a scientific consultant and solves practical problems in industry with scientific computing and operations research techniques. His work focuses on mathematical optimization to support decision processes in chemical industry, paper industry, metal industry, energy industry, transport infrastructure and the modeling of physical systems. He has taught at the University of Heidelberg (1991-2001) and, since 1997, at the University of Florida in Gainesville/USA. Since 2002, he has headed the Mathematical Optimization Practice Group of the Gesellschaft für Operations Research (GOR).
作者簡介(中文翻譯)
教授兼博士約瑟夫·卡爾拉斯（Prof. Dr. Josef Kallrath）在波恩學習數學、物理學和天文學，並於1989年以一篇關於碰撞雙星風動力學的天體物理學論文獲得博士學位。他在實務界工作（BASF SE，路德維希港；1989-2019），自1998年起擔任自由職業的科學顧問，利用科學計算和運籌學技術解決工業中的實際問題。他的工作重點是數學優化，以支持化學工業、造紙工業、金屬工業、能源工業、交通基礎設施的決策過程以及物理系統的建模。他曾在海德堡大學（1991-2001）任教，自1997年起在美國佛羅里達州的蓋恩斯維爾大學任教。自2002年以來，他一直擔任運籌學學會（Gesellschaft für Operations Research，GOR）數學優化實務小組的負責人。
