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E-raamat: Decision Sciences: Theory and Practice

Edited by (Rensselaer Polytechnic Institute, Troy, New York, USA), Edited by , Edited by (Industrial & Management Engineering Department, Indian Institute of Technology Kanpur, India)
  • Formaat: 1042 pages
  • Ilmumisaeg: 30-Nov-2016
  • Kirjastus: CRC Press Inc
  • ISBN-13: 9781351727402
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  • Formaat: 1042 pages
  • Ilmumisaeg: 30-Nov-2016
  • Kirjastus: CRC Press Inc
  • ISBN-13: 9781351727402
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This handbook is an endeavour to cover many current, relevant, and essential topics related to decision sciences in a scientific manner. Using this handbook, graduate students, researchers, as well as practitioners from engineering, statistics, sociology, economics, etc. will find a new and refreshing paradigm shift as to how these topics can be put to use beneficially. Starting from the basics to advanced concepts, authors hope to make the readers well aware of the different theoretical and practical ideas, which are the focus of study in decision sciences nowadays. It includes an excellent bibliography/reference/journal list, information about a variety of datasets, illustrated pseudo-codes, and discussion of future trends in research.

Covering topics ranging from optimization, networks and games, multi-objective optimization, inventory theory, statistical methods, artificial neural networks, times series analysis, simulation modeling, decision support system, data envelopment analysis, queueing theory, etc., this reference book is an attempt to make this area more meaningful for varied readers. Noteworthy features of this handbook are in-depth coverage of different topics, solved practical examples, unique datasets for a variety of examples in the areas of decision sciences, in-depth analysis of problems through colored charts, 3D diagrams, and discussions about software.
About the Book ix
Acknowledgments xi
Editors xiii
Contributors xv
1 Convex Functions in Optimization
1(78)
Joydeep Dutta
2 Introduction to Game Theory
79(66)
Aditya K. Jagannatham
Vimal Kumar
3 Multi-Objective Optimization
145(40)
Kalyanmoy Deb
Karthik Sindhya
Jussi Hakanen
4 Hybridizing MOEAs with Mathematical-Programming Techniques
185(48)
Saul Zapotecas-Martinez
Adriana Lara
Carlos A. Coello Coello
5 Other Decision-Making Models
233(54)
Raghu Nandan Sengupta
6 Queueing Theory
287(62)
Ulku Gurler
Emre Berk
7 Inventory Theory
349(64)
Emre Berk
Ulku Gurler
8 Statistical Methods
413(108)
Raghu Nandan Sengupta
Debasis Kundu
9 Univariate Time-Series Analysis and Forecasting: Theory and Practice
521(110)
R. Krishnan
10 Univariate Volatility Modeling: Theory and Practice
631(62)
R. Krishnan
11 Metaheuristic Techniques
693(58)
Sunith Bandaru
Kalyanmoy Deb
12 Neural Networks
751(50)
Amit Bhaya
13 Simulation Modeling and Analysis
801(86)
Aparna Gupta
14 Web-Enabled Decision-Support Systems
887(26)
Deepu Philip
Dmitri G. Markovitch
Lois S. Peters
15 Algorithms and Their Design
913(44)
Surya Prakash
Phalguni Gupta
Raghunath Tewari
16 Data Envelopment Analysis: An Overview
957(42)
Subhash C. Ray
Index 999
Raghu Nandan Sengupta, Aparna Gupta, Joydeep Dutta