A decision support system for multiattribute utility evaluation based on imprecise assignments
نویسندگان
چکیده
This paper describes a decision support system based on an additive or multiplicative multiattribute utility model for identifying the optimal strategy. This is intended to allay many of the operational difficulties involved in assessing and using multiattribute utility functions. The system admits imprecise assignments for weights and utilities and uncertainty in the multiattribute strategies, which can be defined in terms of ranges for each attribute instead of single values. Inputs can be subjected to different sensitivity analyses, permitting users to test the robustness of the ranking of the strategies and gain insight into and confidence about the final solution. An application of the system to the restoration of a contaminated lake is illustrated throughout the paper. D 2002 Elsevier Science B.V. All rights reserved.
منابع مشابه
Interactive Simulated Annealing for Solving Imprecise Discrete Multiattribute Problems under Risk
We consider the multiattribute decision-making problem under risk with partial information of the decision-makers’ preferences modelled through an imprecise vectorial utility function and where the consequences are assumed under uncertainty. In this framework under imprecision, we introduce the appropriate utility efficient set that plays a fundamental role because it is where the decision-make...
متن کاملSensitivity Analysis in a Generic Multi-Attribute Decision Support System
This paper describes several possible sensitivity analyses associated with a generic multi-attribute Decision Support System, which is capable of considering all the steps in the Decision Analysis cycle and is aimed at aiding decision-makers in the choice of the most preferred alternative. The system evaluates the set of alternatives through an additive multiattribute utility function that allo...
متن کاملA Trapezoidal Fuzzy Numbers-Based Approach for Aggregating Group Preferences and Ranking Decision Alternatives in MCDM
In this paper we introduce an approach for solving multiattribute decision-making problems in which there are several decision-makers who individually and independently elicit their preferences. The preferences of each decision-maker are imprecise and represented by an imprecise additive multiattribute utility function. We allow for incomplete information on the component utility functions and ...
متن کاملDecision-theoretic Elicitation of Generalized Additive Utilities
Decision-theoretic elicitation of generalized additive utilities Darius Braziūnas Doctor of Philosophy Graduate Department of Computer Science University of Toronto 2012 In this thesis, we present a decision-theoretic framework for building decision support systems that incrementally elicit preferences of individual users over multiattribute outcomes and then provide recommendations based on th...
متن کاملA Support System for Real-life Decisions in Numerically Imprecise Domains1
This paper presents the foundations of the computer program μ, a program designed to support real-life decision problems. It enables a decision maker to work with a vague and imprecise basis for decisions and, in spite of this, reach a conclusive result. Decision situations that involve different alternatives and consequences are modelled by information bases. Every alternative in an informatio...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- Decision Support Systems
دوره 36 شماره
صفحات -
تاریخ انتشار 2003