Multi-Criteria Decision-Making Sorting Methods: Applications to Real-World Problems
暫譯: 多準則決策排序方法:應用於現實世界問題
Lopez, Luis Martinez, Ishizaka, Alessio, Alvarez-Carrillo, Pavel A.
- 出版商: Academic Press
- 出版日期: 2023-05-05
- 售價: $5,000
- 貴賓價: 9.5 折 $4,750
- 語言: 英文
- 頁數: 280
- 裝訂: Quality Paper - also called trade paper
- ISBN: 0323852319
- ISBN-13: 9780323852319
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商品描述
Multi Criteria Decision Making (MCDM) is a generic term for all methods that help people making decisions according to their preferences, in situations where there is more than one conflicting criterion. It is a branch of operational research dealing with finding optimal results in complex scenarios including various indicators, conflicting objectives and criteria. The approach of MCDM involves decision making concerning quantitative and qualitative factors.
The importance and success of MCDM are due to the fact that they have successfully dealt with different types of problematics for supporting decision makers such as choice, ranking and sorting, description.
Even though, each of the different problematics in MCDM is important, Multi-Criteria Decision-Making Sorting Methods will focus on sorting approaches across a wide range of interesting techniques and research disciplines. The applications which have been and can be solved by these techniques are more and more important in current real-world decision-making problems. Therefore, the book provides a clear overview of MCDM sorting methods and the different tools which can be used to solve real-world problems by revising such tools and characterizing them according to their performance and suitability for different types of problems.
The book is aimed at a broad audience including computer scientists, engineers, geography and GIS experts, business and financial management experts, environment experts, and all those professional people interested in MCDM and its applications. The book may also be useful for teaching MCDM courses in fields such as industrial management, computer science, and applied mathematics, as new developments in multi-criteria decision making.
商品描述(中文翻譯)
多準則決策 (Multi Criteria Decision Making, MCDM) 是一個通用術語,指的是所有幫助人們根據其偏好做出決策的方法,特別是在存在多個相互衝突的準則的情況下。這是運籌學的一個分支,專注於在複雜情境中尋找最佳結果,這些情境包括各種指標、衝突的目標和準則。MCDM 的方法涉及關於定量和定性因素的決策。
MCDM 的重要性和成功在於它們能夠有效地處理各種問題,以支持決策者,例如選擇、排名和排序、描述等。
儘管 MCDM 中的每一種問題都很重要,但《多準則決策排序方法 (Multi-Criteria Decision-Making Sorting Methods)》將專注於各種有趣技術和研究學科中的排序方法。這些技術已經解決並且可以解決的應用在當前現實世界的決策問題中變得越來越重要。因此,本書提供了 MCDM 排序方法的清晰概述,以及可以用來解決現實問題的不同工具,通過修訂這些工具並根據其性能和適用性對不同類型的問題進行特徵描述。
本書的目標讀者包括計算機科學家、工程師、地理和地理資訊系統專家、商業和財務管理專家、環境專家,以及所有對 MCDM 及其應用感興趣的專業人士。本書也可能對於在工業管理、計算機科學和應用數學等領域教授 MCDM 課程有幫助,因為多準則決策的新發展。