Data Science and Multiple Criteria Decision Making Approaches in Finance

Data Science and Multiple Criteria Decision Making Approaches in Finance PDF Author: Gökhan Silahtaroğlu
Publisher: Springer Nature
ISBN: 3030741761
Category : Business & Economics
Languages : en
Pages : 183

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Book Description
This book considers and assesses essential financial issues by utilizing data science and fuzzy multiple criteria decision making (MCDM) methods. It introduces readers to a range of data science methods, and demonstrates their application in the fields of business, health, economics, finance and engineering. In addition, it provides suggestions based on the assessment results on each topic, which can help to enhance the efficiency of the financial system and the sustainability of economic development. Given its scope, the book will help readers broaden their perspective on the assessment and evaluation of financial issues using data science and MCDM approaches.

Multiple Criteria Decision Making in Finance, Insurance and Investment

Multiple Criteria Decision Making in Finance, Insurance and Investment PDF Author: Minwir Al-Shammari
Publisher: Springer
ISBN: 3319211587
Category : Business & Economics
Languages : en
Pages : 279

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Book Description
This book is devoted to recent developments and applications of multiple criteria decision aid tools in the field of finance, insurance and investment. It illustrates recent methods and procedures designed to solve problems related to finance, insurance and portfolio selection formulated through a mathematical programming framework and for which a large number of conflicting and incommensurable objectives (criteria, attributes) is simultaneously optimized. The book introduces researchers and practitioners to recent theoretical and methodological developments in multi-attributes portfolio selection, multiple criteria analysis in finance, insurance and investment. It is based on selected and invited papers presented and discussed at the 2013 International Conference on Multidimensional Finance, Insurance and Investment (ICMFII’13), held at the College of Business Administration at the University of Bahrain from 25th to 27th November 2013 with the co-sponsorship of the International Society on Multiple Criteria Decision Making and the Institute for Operations Research and the Management Sciences - MCDM section.

Multiple Criteria Decision Making

Multiple Criteria Decision Making PDF Author: Constantin Zopounidis
Publisher: Springer
ISBN: 3319392921
Category : Business & Economics
Languages : en
Pages : 218

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Book Description
This book presents a broad range of innovative applications and case studies in all areas of management and engineering, including public administration, finance, marketing, engineering, transportation, and energy systems. It addresses issues related to problem structuring, preference modeling, and model construction, presenting a framework that provides clear decision-making support in practice. In addition, it includes hybrid and integrated techniques combining multiple criteria decision making (MCDM) with other analytical methods. The book reflects the growing impact of MCDM in the field of management science and operations research. Building on recent and established theoretical advances and presenting their applications in specific domains, it offers a comprehensive resource for researchers, graduate students and professionals alike.

Multiple Criteria Analysis for Agricultural Decisions, Second Edition

Multiple Criteria Analysis for Agricultural Decisions, Second Edition PDF Author: C. Romero
Publisher: Elsevier
ISBN: 0080537081
Category : Business & Economics
Languages : en
Pages : 201

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Book Description
This book presents the Multiple Criteria Decision Making (MCDM) paradigm for modelling agricultural decision-making in three parts. The first part, comprising two chapters, is philosophical in nature and deals with the concepts that define the underlying structure of the MCDM paradigm. The second part is the largest part consisting of five chapters, each of which presents the logic of a specific MCDM technique, and demonstrates how it can be used to model a particular decision problem. In the final part, some selected applications of the MCDM techniques to agricultural problems are presented and thus reinforce the development of an understanding of the MCDM paradigm.The book has been designed for use at different levels: as a textbook for final year undergraduate and postgraduate courses in modelling for decision-making; as a manual for researchers and practising modellers; and, as general reference on the application of MCDM techniques. Readers with basic appreciation of algebra and linear programming can easily follow the contents of this book.

New Concepts and Trends of Hybrid Multiple Criteria Decision Making

New Concepts and Trends of Hybrid Multiple Criteria Decision Making PDF Author: Gwo-Hshiung Tzeng
Publisher: CRC Press
ISBN: 1351680625
Category : Business & Economics
Languages : en
Pages : 404

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Book Description
When people or computers need to make a decision, typically multiple conflicting criteria need to be evaluated; for example, when we buy a car, we need to consider safety, cost and comfort. Multiple criteria decision making (MCDM) has been researched for decades. Now as the rising trend of big-data analytics in supporting decision making, MCDM can be more powerful when combined with state-of-the-art analytics and machine learning. In this book, the authors introduce a new framework of MCDM, which can lead to more accurate decision making. Several real-world cases will be included to illustrate the new hybrid approaches.

Trends in Multiple Criteria Decision Analysis

Trends in Multiple Criteria Decision Analysis PDF Author: Salvatore Greco
Publisher: Springer Science & Business Media
ISBN: 1441959041
Category : Business & Economics
Languages : en
Pages : 421

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Book Description
Multiple Criteria Decision Making (MCDM) is the study of methods and procedures by which concerns about multiple conflicting criteria can be formally incorporated into the management planning process. A key area of research in OR/MS, MCDM is now being applied in many new areas, including GIS systems, AI, and group decision making. This volume is in effect the third in a series of Springer books by these editors (all in the ISOR series), and it brings all the latest developments in MCDM into focus. Looking at developments in the applications, methodologies and foundations of MCDM, it presents research from leaders in the field on such topics as Problem Structuring Methodologies; Measurement Theory and MCDA; Recent Developments in Evolutionary Multiobjective Optimization; Habitual Domains and Dynamic MCDM in Changeable Spaces; Stochastic Multicriteria Acceptability Analysis; and many more chapters.

Fuzzy Multi-Criteria Decision Making

Fuzzy Multi-Criteria Decision Making PDF Author: Cengiz Kahraman
Publisher: Springer Science & Business Media
ISBN: 0387768130
Category : Computers
Languages : en
Pages : 591

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Book Description
This work examines all the fuzzy multicriteria methods recently developed, such as fuzzy AHP, fuzzy TOPSIS, interactive fuzzy multiobjective stochastic linear programming, fuzzy multiobjective dynamic programming, grey fuzzy multiobjective optimization, fuzzy multiobjective geometric programming, and more. Each of the 22 chapters includes practical applications along with new developments/results. This book may be used as a textbook in graduate operations research, industrial engineering, and economics courses. It will also be an excellent resource, providing new suggestions and directions for further research, for computer programmers, mathematicians, and scientists in a variety of disciplines where multicriteria decision making is needed.

International Trade, Economic Crisis and the Sustainable Development Goals

International Trade, Economic Crisis and the Sustainable Development Goals PDF Author: Tonmoy Chatterjee
Publisher: Emerald Group Publishing
ISBN: 1837535884
Category : Business & Economics
Languages : en
Pages : 321

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Book Description
Proposing international trade as a path for achieving the SDGs, this curated collection envisions a more equitable and sustainable world, one where the benefits of international trade are fairly distributed, where economic crises are met with resilience and innovation and where the SDGs are not just aspirations but lived realities.

Sustainability in Energy Business and Finance

Sustainability in Energy Business and Finance PDF Author: Hasan Dinçer
Publisher: Springer Nature
ISBN: 3030940519
Category : Business & Economics
Languages : en
Pages : 221

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Book Description
This edited volume seeks to identify the sustainability issues currently affecting the energy business and finance. For this purpose, a broad range of perspectives on sustainability issues in the energy business and finance are taken into consideration in the context of renewable business projects. In turn, several novel strategies from the energy business and finance are illustrated with regard to sustainable organizational factors, technological infrastructure, financial facilities, economic development, and investment potential. Comparing and contrasting different sustainability perspectives can help to develop the most appropriate and successful business strategies for the sustainable energy business and finance. This book presents multidimensional analyses of sustainability issues with regard to renewable energy projects and identifies the most promising strategies, as well as efficient market conditions for the energy business.

Multi-criteria Decision Analysis

Multi-criteria Decision Analysis PDF Author: Alessio Ishizaka
Publisher: John Wiley & Sons
ISBN: 1118644913
Category : Mathematics
Languages : en
Pages : 260

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Book Description
This book presents an introduction to MCDA followed by more detailed chapters about each of the leading methods used in this field. Comparison of methods and software is also featured to enable readers to choose the most appropriate method needed in their research. Worked examples as well as the software featured in the book are available on an accompanying website.