A Practical Guide To Decision Support System With Analytic Hierarchy Process Method Using Python Gui Mysql Case Study Determining Scholarship Recipients


A Practical Guide To Decision Support System With Analytic Hierarchy Process Method Using Python Gui Mysql Case Study Determining Scholarship Recipients
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A Practical Guide To Decision Support System With Analytic Hierarchy Process Method Using Python Gui Mysql Case Study Determining Scholarship Recipients


A Practical Guide To Decision Support System With Analytic Hierarchy Process Method Using Python Gui Mysql Case Study Determining Scholarship Recipients
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Author : Hamzan Wadi
language : en
Publisher: Turida Publisher
Release Date : 2023-04-26

A Practical Guide To Decision Support System With Analytic Hierarchy Process Method Using Python Gui Mysql Case Study Determining Scholarship Recipients written by Hamzan Wadi and has been published by Turida Publisher this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-26 with Computers categories.


This book provides a practical explanation of the Analytic Hierarchy Process (AHP) method and its implementation in a decision support system to determine the scholarship recipients in a university. The discussion in this book is presented step-by-step, gradually, so that it will help readers understand every concept and stage of the AHP method and its implementation in decision support systems. This book is suitable for students, scholars, and researchers who want to implement the AHP method to build decision support systems using Python GUI and MySQL. The discussion in this book will provide readers with an understanding of the AHP method and how it works. Readers will be guided through each step of determining priority order using the AHP method through a case study accompanied by mathematical calculations. In addition, readers will also be guided step-by-step in implementing the AHP method in a decision support system to determine the scholarship recipients using Python GUI and MySQL. Readers will be guided step-by-step in designing a decision support system and realizing each design made using Python GUI and MySQL. The ultimate goal of this book is to enable readers to build a decision support system application independently by applying the AHP method to determine the scholarship recipients in a college using Python GUI and MySQL.



Multiple Criteria Decision Aid


Multiple Criteria Decision Aid
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Author : Jason Papathanasiou
language : en
Publisher: Springer
Release Date : 2018-09-19

Multiple Criteria Decision Aid written by Jason Papathanasiou and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-09-19 with Business & Economics categories.


Multiple criteria decision aid (MCDA) methods are illustrated in this book through theoretical and computational techniques utilizing Python. Existing methods are presented in detail with a step by step learning approach. Theoretical background is given for TOPSIS, VIKOR, PROMETHEE, SIR, AHP, goal programming, and their variations. Comprehensive numerical examples are also discussed for each method in conjunction with easy to follow Python code. Extensions to multiple criteria decision making algorithms such as fuzzy number theory and group decision making are introduced and implemented through Python as well. Readers will learn how to implement and use each method based on the problem, the available data, the stakeholders involved, and the various requirements needed. Focusing on the practical aspects of the multiple criteria decision making methodologies, this book is designed for researchers, practitioners and advanced graduate students in the applied mathematics, information systems, operations research and business administration disciplines, as well as other engineers and scientists oriented in interdisciplinary research. Readers will greatly benefit from this book by learning and applying various MCDM/A methods. (Adiel Teixeira de Almeida, CDSID-Center for Decision System and Information Development, Universidade Federal de Pernambuco, Recife, Brazil) Promoting the development and application of multicriteria decision aid is essential to ensure more ethical and sustainable decisions. This book is a great contribution to this objective. It is a perfect blend of theory and practice, providing potential users and researchers with the theoretical bases of some of the best-known methods as well as with the computing tools needed to practice, to compare and to put these methods to use. (Jean-Pierre Brans, Vrije Universiteit Brussel, Brussels, Belgium) This book is intended for researchers, practitioners and students alike in decision support who wish to familiarize themselves quickly and efficiently with multicriteria decision aiding algorithms. The proposed approach is original, as it presents a selection of methods from the theory to the practical implementation in Python, including a detailed example. This will certainly facilitate the learning of these techniques, and contribute to their effective dissemination in applications. (Patrick Meyer, IMT Atlantique, Lab-STICC, Univ. Bretagne Loire, Brest, France)



Decision Making With The Analytic Network Process


Decision Making With The Analytic Network Process
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Author : Thomas L. Saaty
language : en
Publisher: Springer Science & Business Media
Release Date : 2006-09-10

Decision Making With The Analytic Network Process written by Thomas L. Saaty 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 2006-09-10 with Business & Economics categories.


This note from Prof. Vargas regarding a competitive title by Prof. Saaty with an almost identical title (THEORY AND APPLICATIONS OF THE ANALYTIC NETWORK PROCESS: Decision Making with Benefits, Opportunities, Costs, and Risks. RWS Publications, 2005): "The other book is theoretical with passing mention of examples to show how the subject is used. In our book (the one you have) the applications are different and given in full detail relevance and originality. They have never appeared in print as they are here and most users would prefer them to the theoretical book. In addition chapter 1 summarizes the theory given in four chapters on the book showing the important parts without going into too much detail. I would rather read this book than the other one definitely and this could not have been done so elegantly had not the other been written before. Therefore this book has the cream of the ideas and the best published applications so far."



Real World Decision Support Systems


Real World Decision Support Systems
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Author : Jason Papathanasiou
language : en
Publisher: Springer
Release Date : 2016-12-19

Real World Decision Support Systems written by Jason Papathanasiou and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-12-19 with Computers categories.


This book presents real-world decision support systems, i.e., systems that have been running for some time and as such have been tested in real environments and complex situations; the cases are from various application domains and highlight the best practices in each stage of the system’s life cycle, from the initial requirements analysis and design phases to the final stages of the project. Each chapter provides decision-makers with recommendations and insights into lessons learned so that failures can be avoided and successes repeated. For this reason unsuccessful cases, which at some point of their life cycle were deemed as failures for one reason or another, are also included. All decision support systems are presented in a constructive, coherent and deductive manner to enhance the learning effect. It complements the many works that focus on theoretical aspects or individual module design and development by offering ‘good’ and ‘bad’ practices when developing and using decision support systems. Combining high-quality research with real-world implementations, it is of interest to researchers and professionals in industry alike.



Intelligent Decision Support Systems


Intelligent Decision Support Systems
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Author : Miquel Sànchez-Marrè
language : en
Publisher: Springer Nature
Release Date : 2022-03-28

Intelligent Decision Support Systems written by Miquel Sànchez-Marrè and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-03-28 with Computers categories.


This book, with invaluable contributions of Professor Franz Wotawa in chapters 5 and 7, presents the potential use and implementation of intelligent techniques in decision making processes involved in organizations and companies. It provides a thorough analysis of decisions, reviewing the classical decision theory, and describing usual methods for modeling the decision process. It describes the chronological evolution of Decision Support Systems (DSS) from early Management Information Systems until the appearance of Intelligent Decision Support Systems (IDSS). It explains the most commonly used intelligent techniques, both data-driven and model-driven, and illustrates the use of knowledge models in Decision Support through case studies. The author pays special attention to the whole Data Science process, which provides intelligent data-driven models in IDSS. The book describes main uncertainty models used in Artificial Intelligence to model inexactness; covers recommender systems; and reviews available development tools for inducing data-driven models, for using model-driven methods and for aiding the development of Intelligent Decision Support Systems.



Practical Decision Making


Practical Decision Making
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Author : Enrique Mu
language : en
Publisher: Springer
Release Date : 2016-08-23

Practical Decision Making written by Enrique Mu and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-08-23 with Business & Economics categories.


This book offers a simple introduction to the fundamentals and applications of the Analytic Hierarchy Process (AHP) without a pre-requisite for a sophisticated mathematical background. It provides a quick and intuitive understanding of the methodology using spreadsheet examples and explains in a step-by-step fashion how to use Super Decisions, a freely available software developed by the Creative Decisions Foundations. The book is intended to be a resource for decision makers with little or no exposure to the field of Operations Research (OR); however, the book can be used as a very gentle introduction to the AHP methodology and/or as an AHP hands-on supplement for standard OR textbooks. AHP is an intuitive and mathematically simple methodology in the field of multi-criteria decision making. Because of this, most AHP books assume the reader has basic OR mathematical background. However, AHP simplicity suggests that decision makers from all disciplines can take advantage of the methodology without struggling with the mathematics behind it. To fulfill this need, this book delivers a quick and practical understanding of the method that can be useful for corporate executives.



Decision Support Systems Xiii Decision Support Systems In An Uncertain World The Contribution Of Digital Twins


Decision Support Systems Xiii Decision Support Systems In An Uncertain World The Contribution Of Digital Twins
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Author : Shaofeng Liu
language : en
Publisher: Springer Nature
Release Date : 2023-05-17

Decision Support Systems Xiii Decision Support Systems In An Uncertain World The Contribution Of Digital Twins written by Shaofeng Liu and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-05-17 with Computers categories.


This book constitutes the proceedings of the 9th International Conference on Decision Support Systems Technologies, ICDSST 2023, held during May 30 – June 1, 2023. The EWG-DSS series of International Conference on Decision Support System Technology (ICDSST) is planned to consolidate the tradition of annual events organized by the EWG-DSS in offering a platform for European and international DSS communities, comprising the academic and industrial sectors, to present state-of-the-art DSS research and developments, to discuss current challenges that surround decision-making processes, to exchange ideas about realistic and innovative solutions, and to co-develop potential business opportunities. The main theme of this year was “Decision Support Systems in An Uncertain World: The Contribution of Digital Twins”. The 21 papers presented in this volume were carefully reviewed and selected from 65 submissions. They were organized in topical sections as follows: DSS models, methods, and tools; DSS for business performance and stakeholders; DSS applications for sustainability in health, energy and transportation; and DSS users and successful adoption.



Handbook On Decision Making


Handbook On Decision Making
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Author : Chee Peng Lim
language : en
Publisher: Springer Science & Business Media
Release Date : 2010-09-07

Handbook On Decision Making written by Chee Peng Lim 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 2010-09-07 with Technology & Engineering categories.


Decision making arises when we wish to select the best possible course of action from a set of alternatives. With advancements of the digital technologies, it is easy, and almost instantaneous, to gather a large volume of information and/or data pertaining to a problem that we want to solve. For instance, the world-wi- web is perhaps the primary source of information and/or data that we often turn to when we face a decision making problem. However, the information and/or data that we obtain from the real world often are complex, and comprise various kinds of noise. Besides, real-world information and/or data often are incomplete and ambiguous, owing to uncertainties of the environments. All these make decision making a challenging task. To cope with the challenges of decision making, - searchers have designed and developed a variety of decision support systems to provide assistance in human decision making processes. The main aim of this book is to provide a small collection of techniques stemmed from artificial intelligence, as well as other complementary methodo- gies, that are useful for the design and development of intelligent decision support systems. Application examples of how these intelligent decision support systems can be utilized to help tackle a variety of real-world problems in different - mains, e. g. business, management, manufacturing, transportation and food ind- tries, and biomedicine, are also presented. A total of twenty chapters, which can be broadly divided into two parts, i. e.



Multiple Criteria Decision Making


Multiple Criteria Decision Making
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Author : Anand J. Kulkarni
language : en
Publisher: Springer Nature
Release Date : 2022-02-14

Multiple Criteria Decision Making written by Anand J. Kulkarni and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-02-14 with Technology & Engineering categories.


The book discusses state-of-the-art applications and methodologies of the Multiple Criteria Decision Making (MCDM) techniques and approaches. The book focuses on critical literature, underlying principles of methods and models, solution approaches, testing and validation, real-world applications, case studies, etc. The book helps evaluate strategic decision-making through advanced MCDM and integrated approaches of AI, big data, and IoT to provide realistic and robust solutions to the current problems. The book will be a guideline to the potential MCDM researchers about the choice of approaches for dealing with the complexities and modalities. The contributions of the book help readers to explore new avenues leading towards multidisciplinary research discussions. This book will be interesting for engineers, scientists, and students studying/working in the related areas.



Handbook On Decision Support Systems 2


Handbook On Decision Support Systems 2
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Author : Frada Burstein
language : en
Publisher: Springer Science & Business Media
Release Date : 2008-01-22

Handbook On Decision Support Systems 2 written by Frada Burstein 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 2008-01-22 with Business & Economics categories.


As the most comprehensive reference work dealing with decision support systems (DSS), this book is essential for the library of every DSS practitioner, researcher, and educator. Written by an international array of DSS luminaries, it contains more than 70 chapters that approach decision support systems from a wide variety of perspectives. These range from classic foundations to cutting-edge thought, informative to provocative, theoretical to practical, historical to futuristic, human to technological, and operational to strategic. The chapters are conveniently organized into ten major sections that novices and experts alike will refer to for years to come.