Sensitivity Analysis in Multi-objective Decision Making: 347 (Lecture Notes in Economics and Mathematical Systems) - Tapa blanda

Rios Insua, David

 
9783540526926: Sensitivity Analysis in Multi-objective Decision Making: 347 (Lecture Notes in Economics and Mathematical Systems)
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ISBN 10: 3540526927 ISBN 13: 9783540526926
Editorial: Springer, 1990

Sinopsis

This book provides the general framework for sensitivity analysis in multi-objective decision making. A robust coherent theory of decision making, new sensitivity tools based on gauge functions and Bayesian hypothesis testing, and a description of its implementation are developed.

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Reseña del editor

The axiomatic foundations of the Bayesian approach to decision making assurne precision in the decision maker's judgements. In practicc, dccision makers often provide only partial and/or doubtful information. We unify and expand results to deal with those cases introducing a general framework for sensitivity analysis in multi-objective decision making. We study first decision making problems under partial information. We provide axioms leading to modelling preferences by families of value functions, in problems under certainty, and moJelling beliefs by families of probability distributions and preferences by familics of utility functions, in problems under uncertainty. Both problems are treated in parallel with the same parametric model. Alternatives are ordered in a Pareto sense, the solution of the problem being the set of non­ dominated alternatives. Potentially optimal solutions also seem acceptable, from an intuitive point of view and due to their relation with the nondominated ones. Algorithms are provided to compute these solutions in general problems and in cases typical in practice: linear and bilinear problems. Other solution concepts are criticised on the grounds of being ad hoc. In summary, we have a more ro­ bust theory of decision making based on a weaker set ofaxioms, but embodying coherence, since it essentially implies carrying out a family of coherent dccision anitlyses.

Reseña del editor

This text introduces a general framework for sensitivity analysis in multi-objective decision making. It deals with decision making under partial information. The proper axiomatic foundations are developed, a convenient paramentric model is introduced and the adequate solution concepts are analyzed, together with algorithms to compute them. A theory of decision making, new sensitivity tools based on gauge functions and Bayesian hypothesis testing, and a description of their implementation are included.

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Editorial
Springer
Año de publicación
1990
Idioma
Inglés
ISBN 10 
3540526927
ISBN 13 
9783540526926
Encuadernación
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Número de páginas
208
Contacto del fabricante
no disponible
Persona responsable
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Hamburg
Alemania

Otras ediciones populares con el mismo título

9783642516573: Sensitivity Analysis in Multi-objective Decision Making

Edición Destacada

ISBN 10:  3642516572 ISBN 13:  9783642516573
Editorial: Springer, 2014
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