Data Processing For The Ahp Anp

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Data Processing For The Ahp Anp

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Author : Gang Kou
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-09-03

Data Processing For The Ahp Anp written by Gang Kou and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-09-03 with Business & Economics categories.

The positive reciprocal pairwise comparison matrix (PCM) is one of the key components which is used to quantify the qualitative and/or intangible attributes into measurable quantities. This book examines six understudied issues of PCM, i.e. consistency test, inconsistent data identification and adjustment, data collection, missing or uncertain data estimation, and sensitivity analysis of rank reversal. The maximum eigenvalue threshold method is proposed as the new consistency index for the AHP/ANP. An induced bias matrix model (IBMM) is proposed to identify and adjust the inconsistent data, and estimate the missing or uncertain data. Two applications of IBMM including risk assessment and decision analysis, task scheduling and resource allocation in cloud computing environment, are introduced to illustrate the proposed IBMM.

Multiple Criteria Decision Making Mcdm Techniques And Statistics In Marketing

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Author : Tarnanidis, Theodore
language : en
Publisher: IGI Global
Release Date : 2025-03-13

Multiple Criteria Decision Making Mcdm Techniques And Statistics In Marketing written by Tarnanidis, Theodore and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-13 with Business & Economics categories.

Marketing has become increasingly popular, utilizing multi-criteria decision making (MCDM) methods and statistics to create robust frameworks for making informed and strategic decisions. Computational and modeling breakthroughs have resulted in a significant increase in the use of MCDM methods in marketing in the past decade, making it an ideal solution for many marketing problems. Statistics can now be used to conduct MCDM analyses on a variety of marketing problems, including new product introduction and pricing, using multiple data sources. Businesses can make more informed, strategic, and effective decisions by using MCDM methods and statistical analysis in marketing. By using these tools, marketers can improve market performance and competitive advantage by optimizing product development, pricing strategies, market segmentation, and campaign effectiveness. Multiple-Criteria Decision-Making (MCDM) Techniques and Statistics in Marketing explores the effects of MCDM techniques on marketing practices. It covers a wide range of statistics and research to examine MCDM in shaping modern consumer science. This book covers topics such as management science, product development, and consumer behavior, and is a useful resource for marketers, business owners, data scientists, academicians, and researchers.

Effective And Efficient Process Engine Evaluation

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Author : Simon Harrer
language : en
Publisher: University of Bamberg Press
Release Date : 2017-10-17

Effective And Efficient Process Engine Evaluation written by Simon Harrer and has been published by University of Bamberg Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-10-17 with categories.

Situation Oriented Approach Selection For Sustainability Assessments

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Author : Jan Bitter-Krahe
language : en
Publisher: Apprimus Wissenschaftsverlag
Release Date : 2021-04-01

Situation Oriented Approach Selection For Sustainability Assessments written by Jan Bitter-Krahe and has been published by Apprimus Wissenschaftsverlag this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-04-01 with Technology & Engineering categories.

Sustainability assessments are important instruments for shaping sustainable development in all domains. However, not every assessment approach is fitting for every assessment situation. The fit between approaches and situations is rarely considered in the current practice of approach selection. In this thesis, a situation-oriented Multi-Criteria Decision-Making framework to support systematic selection decisions is developed and effects of selection on assessment results are investigated.

Preferential Voting And Applications Approaches Based On Data Envelopment Analysis

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Author : Mehdi Soltanifar
language : en
Publisher: Springer Nature
Release Date : 2023-05-19

Preferential Voting And Applications Approaches Based On Data Envelopment Analysis written by Mehdi Soltanifar and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-05-19 with Technology & Engineering categories.

This book presents the theory and application of the models presented in this regard and establishes a meaningful relationship between data envelopment analysis and multi-attribute decision making. The issue of "choice" using the aggregation of voters' votes is one of the most important group decision-making issues that are always considered by decision makers in electoral systems. Voting is a method of group decision making in a democratic society that expresses the will of the majority. Voting is perhaps the simplest way to gather the opinions of experts, and this ease of application has made it a multi-attribute decision-making method in group decisions. Preferential voting is a type of voting that may refer to electoral systems or groups of the electoral system. In preferential voting, voters vote for multiple candidates, and how the candidates are arranged on the ballot is important. Researchers have made many efforts to provide models of voter aggregation, and one of the best results of these efforts is the aggregation of votes based on the policy of data envelopment analysis. Thus, in group decisions, the opinions of experts are obtained in a simple structure and consolidated in an interactive and logical structure, and the results can be a powerful tool for decision support. This book provides a complete set of voting models based on data envelopment analysis and expressing its various applications in industry and society. However, most decision-making methods do not use the opinions of experts or reduce the motivation of experts to participate in complex interactions and time, while voting methods do not have this shortcoming. This book is suitable for graduate students in the fields of industrial management, business management, industrial engineering, applied mathematics, and economics. It can also be a good source for researchers in decision science, decision support systems, data envelopment analysis, supply chain management, healthcare management, and others. The methods presented in this book can not only offer a comprehensive framework for solving the problems of these areas but also can inspire researchers to pursue new innovative hybrid methods.

Theory And Applications Of The Analytic Network Process

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Author : Thomas L. Saaty
language : en
Publisher: RWS Publications
Release Date :

Theory And Applications Of The Analytic Network Process written by Thomas L. Saaty and has been published by RWS Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on with Business & Economics categories.

The Analytic Hierarchy Process (AHP) and its generalization to dependence and feedback, the Analytic Network Process (ANP), are methods of relative measurement of tangibles and intangibles. Being able to derive such measurements is essential for making good decisions. This book is based on the Analytic Network Process and lays out a new approach for making decisions in light of their benefits, opportunities, costs and risks (BOCR) shows how to include the strategic criteria of the decision-maker that must be satisfied regardless of the particular decision being undertaken. This book includes all the important background material from the earlier book, The Analytic Network Process: Decision Making with Dependence and Feedback, published in 2001, and goes farther with new examples of estimating market share of companies based on the intangibles of customer perception, and new applications involving Benefits, Opportunities, Costs and Risks.

Ice Bees 2020

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Author : Yozi Aulia Rahman
language : en
Publisher: European Alliance for Innovation
Release Date : 2021-05-18

Ice Bees 2020 written by Yozi Aulia Rahman and has been published by European Alliance for Innovation this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-05-18 with Social Science categories.

We proudly present the proceedings of 3rd International Conference on Economics, Business and Economic Education Science 2020 (ICE-BEES 2020). It focuses on the relation of economics, business, education, environment and sustainable development. The issue of economics and sustainable development is important today, especially in the time of Covid-19, not only globally, but also Indonesia nationally to the local level. There are several important issues related to this, both institutionally and the relationships between individuals and groups in supporting the agenda of sustainable development. More than 150 manuscripts were presented at this conference with around 49 of them selected to be published in proceedings. We hope by this conference, discussions on the importance of sustainable development will increasingly become an important concern together and bring better response from the government and social relations for development.

Advances In Rams Engineering

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Author : Durga Rao Karanki
language : en
Publisher: Springer Nature
Release Date : 2019-12-10

Advances In Rams Engineering written by Durga Rao Karanki and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-12-10 with Technology & Engineering categories.

This book surveys reliability, availability, maintainability and safety (RAMS) analyses of various engineering systems. It highlights their role throughout the lifecycle of engineering systems and explains how RAMS activities contribute to their efficient and economic design and operation. The book discusses a variety of examples and applications of RAMS analysis, including: • software products; • electrical and electronic engineering systems; • mechanical engineering systems; • nuclear power plants; • chemical and process plants and • railway systems. The wide-ranging nature of the applications discussed highlights the multidisciplinary nature of complex engineering systems. The book provides a quick reference to the latest advances and terminology in various engineering fields, assisting students and researchers in the areas of reliability, availability, maintainability, and safety engineering.

Advances In Intelligent Data Analysis And Applications

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Author : Jeng-Shyang Pan
language : en
Publisher: Springer Nature
Release Date : 2021-11-25

Advances In Intelligent Data Analysis And Applications written by Jeng-Shyang Pan and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-25 with Technology & Engineering categories.

This book constitutes the Proceeding of the Sixth International Conference on Intelligent Data Analysis and Applications, October 15–18, 2019, Arad, Romania. This edition is technically co-sponsored by “Aurel Vlaicu” University of Arad, Romania, Southwest Jiaotong University, Fujian University of Technology, Chang’an University, Shandong University of Science and Technology, Fujian Provincial Key Lab of Big Data Mining and Applications, and National Demonstration Center for Experimental Electronic Information and Electrical Technology Education (Fujian University of Technology), China, Romanian Academy, and General Association of Engineers in Romania - Arad Section. The book covers a range of topics: Machine Learning, Intelligent Control, Pattern Recognition, Computational Intelligence, Signal Analysis, Modeling and Visualization, Multimedia Sensing and Sensory Systems, Signal control, Imaging and Processing, Information System Security, Cryptography and Cryptanalysis, Databases and Data Mining, Information Hiding, Cloud Computing, Information Retrieval and Integration, Robotics, Control, Agents, Command, Control, Communication and Computers (C4), Swarming Technology, Sensor Technology, Smart cities. The book offers a timely, board snapshot of new development including trends and challenges that are yielding recent research directions in different areas of intelligent data analysis and applications. The book provides useful information to professors, researchers, and graduated students in area of intelligent data analysis and applications.

Optimization And Computing Using Intelligent Data Driven Approaches For Decision Making

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Author : Irfan Ali
language : en
Publisher: CRC Press
Release Date : 2024-12-26

Optimization And Computing Using Intelligent Data Driven Approaches For Decision Making written by Irfan Ali and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-26 with Technology & Engineering categories.

This book comprehensively discusses nature-inspired algorithms, deep learning methods, applications of mathematical programming and artificial intelligence techniques. It will further cover important topic such as linking green supply chain management practices with competitiveness, industry 4.0, and social responsibility. This book: Addresses solving practical problems such as supply chain management, take-off, and healthcare analytics using intelligent computing Presents a comparative analysis of machine learning algorithms for power consumption prediction Discusses a machine learning-based multi-objective optimization technique for load balancing in an integrated fog cloud environment Illustrates a data-driven optimization concept for modeling environmental and economic sustainability Explains the use of heuristics and metaheuristics in supply chain networks and the use of fuzzy optimization in sustainable development goals The text is primarily written for graduate students, and academic researchers in diverse fields including electrical engineering, electronics and communications engineering, mathematics and statistics, computer science and engineering.