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Multi-Criteria and Multi-Dimensional Analysis in Decisions

2023-12-02 Business & Economics
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Release : 2023-12-02
Genre : Business & Economics
Kind : eBook
Book Rating : 382/5 ( reviews)

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Book Synopsis Multi-Criteria and Multi-Dimensional Analysis in Decisions by : Kesra Nermend

Download or read book Multi-Criteria and Multi-Dimensional Analysis in Decisions written by Kesra Nermend. This book was released on 2023-12-02. Available in PDF, EPUB and Kindle. Book excerpt: A new era is emerging in which a group of quantitative methods featuring characteristics of multidimensional comparative analysis (MCA) and multi-criteria decision-making analysis (MCDA) can be used to automate objective decision-making processes. This book introduces the character of the criteria (desirable, non-desirable, motivating, demotivating, and neutral) to MCDA and MCA methods. It presents the author’s own developed methods, the preference vector method (PVM), for solving multi-criteria problems in decision making; and, vector measure construction method (VMCM), which is dedicated to solving typical problems in the field of multidimensional comparative analysis. All methods are explained step by step with relevant examples, primarily in the fields of economics and management.

Multidimensional Spatial Data and Decision Analysis

1979 Business & Economics
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Release : 1979
Genre : Business & Economics
Kind : eBook
Book Rating : /5 ( reviews)

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Book Synopsis Multidimensional Spatial Data and Decision Analysis by : Peter Nijkamp

Download or read book Multidimensional Spatial Data and Decision Analysis written by Peter Nijkamp. This book was released on 1979. Available in PDF, EPUB and Kindle. Book excerpt:

Normalization of Multidimensional Data for Multi-Criteria Decision Making Problems

2023-07-25 Business & Economics
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Release : 2023-07-25
Genre : Business & Economics
Kind : eBook
Book Rating : 375/5 ( reviews)

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Book Synopsis Normalization of Multidimensional Data for Multi-Criteria Decision Making Problems by : Irik Z. Mukhametzyanov

Download or read book Normalization of Multidimensional Data for Multi-Criteria Decision Making Problems written by Irik Z. Mukhametzyanov. This book was released on 2023-07-25. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a systematic review of multidimensional normalization methods and addresses problems frequently encountered when using various methods and ways to eliminate them. The invariant properties of the linear normalization methods presented here can be used to eliminate simple problems and avoid obvious errors when choosing a normalization method. The book introduces valuable, novel techniques for the multistep normalization of multidimensional data. One of these methods involves inverting the normalized values of cost attributes into profit attributes based on the reverse sorting algorithm (ReS algorithm). Another approach presented is the IZ method, which addresses the issue of shift in normalized attribute values. Additionally, a new method for normalizing the decision matrix is proposed, called the MS method, which ensures the equalization of average values and variances of attributes. Featuring numerous illustrative examples throughout, the book helps readers to understand what difficulties can arise in multidimensional normalization, what to expect from such problems, and how to solve them. It is intended for academics and professionals in various areas of data science, computing in mathematics, and statistics, as well as decision-making and operations.

Multiple Criteria Decision Analysis: State of the Art Surveys

2006-01-20 Business & Economics
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Release : 2006-01-20
Genre : Business & Economics
Kind : eBook
Book Rating : 815/5 ( reviews)

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Book Synopsis Multiple Criteria Decision Analysis: State of the Art Surveys by : Salvatore Greco

Download or read book Multiple Criteria Decision Analysis: State of the Art Surveys written by Salvatore Greco. This book was released on 2006-01-20. Available in PDF, EPUB and Kindle. Book excerpt: Multiple Criteria Decision Analysis: State of the Art Surveys provides survey articles and references of the seminal or state-of-the-art research on MCDA. The material covered ranges from the foundations of MCDA, over various MCDA methodologies (outranking methods, multiattribute utility and value theories, non-classical approaches) to multiobjective mathematical programming, MCDA applications, and software. This vast amount of material is organized in 8 parts, with a total of 25 chapters. More than 2000 references are listed.

Multiple Criteria Decision Analysis in Regional Planning

2012-12-06 Business & Economics
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Release : 2012-12-06
Genre : Business & Economics
Kind : eBook
Book Rating : 351/5 ( reviews)

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Book Synopsis Multiple Criteria Decision Analysis in Regional Planning by : Fumiko Seo

Download or read book Multiple Criteria Decision Analysis in Regional Planning written by Fumiko Seo. This book was released on 2012-12-06. Available in PDF, EPUB and Kindle. Book excerpt: This book is devoted to presenting theoretical fundamentals for the methods of multiple criteria decision making (MCDM) in the social sciences with particular intent to their applicability to real-world decision making. The main characteristics of the complex problems facing humans in the world today are multidimensional and have multiple objecti ves; they are large-scale, and have nonconimensura te and conflicting objectives, such as economic, environmental, societal, technical, and aesthetic ones. The authors intend to establish basic concepts for treating these complex problems and to present methodological discussions for MCDM with some applications to administrative, or regional, planning. MCDM is composed of two phases: analytical and judgmental. In this book, we intend to consolidate these two phases and to present integrated methodologies for manipulating them with particular interest in managerial decision making, which has not yet been properly treated in spite of its urgent necessi ty. Al though a number of books in MCDM fields have already been published in recent years, most of them have mainly trea ted one aspect of MCDM. Our work specifically intends to trea t the methodology in unified systems and to construct a conceptual structure with special regards to the intrinsic properties of MCDM and its "economic meanings" from the social scientific point of view.

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