<p>Researchers and practitioners interested in the current De- cision Support System (DSS) and the shape of future DSS are the intended audience of this book. There is a particular, recurring emphasis on the adaptation of artificial intelli- gence techniques for use in the DSS world. The chapters ar
Aspiration Based Decision Support Systems: Theory, Software and Applications
β Scribed by Andrzej Lewandowski, Andrzej P. Wierzbicki (auth.), Dr. Andrzej Lewandowski, Prof. Dr. Andrzej Piotr Wierzbicki (eds.)
- Publisher
- Springer-Verlag Berlin Heidelberg
- Year
- 1989
- Tongue
- English
- Leaves
- 411
- Series
- Lecture Notes in Economics and Mathematical Systems 331
- Edition
- 1
- Category
- Library
No coin nor oath required. For personal study only.
β¦ Synopsis
It is not easy to summarize -even in a volume -the results of a scientific study conΒ ducted by circa 30 researchers, in four different research institutions, though cooperating between them and jointly with the International Institute for Applied Systems Analysis, but working part-time, sponsored not only by IIASA's national currency funds, but also by several other research grants in Poland. The aims of this cooperative study were deΒ fined broadly by its title Theory, Software and Testing Examples for Decision Support Systems. The focusing theme was the methodology of decision analysis and support related to the principle of reference point optimization (developed by the editors of this volume and called also variously: aspiration-led decision support, quasi-satisfying framework of rationality, DIDAS methodology etc. ). This focusing theme motivated extensive theoretical research - from basic methodological issues of decision analysis, through various results in mathematical programming (in the fields of large scale and stochastic optimization, nondifferentiable optimization, cooperative game theory) moΒ tivated and needed because of this theme, through methodological issues related to software development to issues resulting from testing and applications. We could not include in this volume all papers -theoretical, methodological, appiied, software manuΒ als and documentation -written during this cooperative study.
β¦ Table of Contents
Front Matter....Pages N1-X
Front Matter....Pages 1-1
Decision Support Systems Using Reference Point Optimization....Pages 3-20
Decision Support Systems of DIDAS Family....Pages 21-47
Modern Techniques for Linear Dynamic and Stochastic Programs....Pages 48-67
A Sensitivity Method for Solving Multistage Stochastic Linear Programming Problems....Pages 68-79
Regularized Decomposition and Augmented Lagrangian Decomposition for Angular Linear Programming Problems....Pages 80-91
Dynamic Aspects of Multiobjective Trajectory Optimization in Decision Support Systems....Pages 92-105
Mathematical Programming Package HYBRID....Pages 106-144
Safety Principle in Multiobjective Decision Support in the Decision Space Defined by Availability of Resources....Pages 145-157
Nonlinear Optimization Techniques in Decision Support Systems....Pages 158-171
Nonlinear Computer Models β Issues of Generation and Differentiation....Pages 172-179
Issues of Effectiveness Arising in the Design of a System of Nondifferentiable Optimization Algorithms....Pages 180-192
A Methodological Guide to the Decision Support System DISCRET for Discrete Alternatives Problems....Pages 193-212
A Generalized Reference Point Approach to Multiobjective Transshipment Problem with Facility Location....Pages 213-229
Solving Multiobjective Distribution-Location Problems with the DINAS System....Pages 230-250
Towards Interactive Solutions in a Bargaining Problem....Pages 251-268
Front Matter....Pages 269-269
MIDA: Experience in Theory, Software and Application of DSS in the Chemical Industry....Pages 271-286
Basic Model of an Industrial Structure....Pages 287-293
Multiobjective Evaluation of Industrial Structures....Pages 294-309
Hierarchical Multiobjective Approach to a Programming Problem....Pages 310-321
Spatial Allocation and Investment Scheduling in the Development Programming....Pages 322-338
Front Matter....Pages 269-269
Architecture and Functionality of MIDA....Pages 339-370
Front Matter....Pages 371-371
IACβDIDASβL A Dynamic Interactive Decision Analysis and Support System for Multicriteria Analysis of Linear and Dynamic Linear Models on Professional Microcomputers....Pages 373-375
HYBRID A Mathematical Programming Package....Pages 376-377
IACβDIDASβN A Dynamic Interactive Decision Analysis and Support System for Multicriteria Analysis of Nonlinear Models....Pages 378-381
DISCRET An Interactive Decision Support System for Discrete Alternatives Multicriteria Problems....Pages 382-384
DINAS Dynamic Interactive Network Analysis System....Pages 385-387
MCBARG A System Supporting Multicriteria Bargaining....Pages 388-390
POSTAN 3 and PLP Extensions of MINOS for Postoptimal Analysis....Pages 391-399
Back Matter....Pages 400-403
β¦ Subjects
Operation Research/Decision Theory; Business Information Systems
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