منابع مشابه
On Objective Conflicts and Objective Reduction in Multiple Criteria Optimization
A common approach in multiobjective optimization is to perform the decision making process after the search process: first, a search heuristic approximates the set of Pareto-optimal solutions, and then the decision maker chooses an appropriate trade-off solution from the resulting approximation set. Both processes are strongly affected by the number of optimization criteria. The more objectives...
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متن کاملA Fair, Sequential Multiple Objective Optimization Algorithm
In multi-objective optimization the objective is to reach a point which is Pareto efficient. However we usually encounter many such points and choosing a point amongst them possesses another problem. In many applications we are required to choose a point having a good spread over all objective functions which is a direct consequence of the notion of fairness. In this paper we propose two things...
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In practical applications of mathematical programming it is frequently observed that the decision maker prefers apparently suboptimal solutions. A natural explanation for this phenomenon is that the applied mathematical model was not sufficiently realistic and did not fully represent all the decision makers criteria and constraints. Since multicriteria optimization approaches are specifically d...
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ژورنال
عنوان ژورنال: Annals of Operations Research
سال: 2018
ISSN: 0254-5330,1572-9338
DOI: 10.1007/s10479-018-2937-5