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Journal of Optimization
Article . 2014 . Peer-reviewed
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Article . 2014
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Multiobjective Optimization Involving Quadratic Functions

Multiobjective optimization involving quadratic functions
Authors: Brito, Oscar; Bennis, Fouad; Caro, Stéphane;

Multiobjective Optimization Involving Quadratic Functions

Abstract

Multiobjective optimization is nowadays a word of order in engineering projects. Although the idea involved is simple, the implementation of any procedure to solve a general problem is not an easy task. Evolutionary algorithms are widespread as a satisfactory technique to find a candidate set for the solution. Usually they supply a discrete picture of the Pareto front even if this front is continuous. In this paper we propose three methods for solving unconstrained multiobjective optimization problems involving quadratic functions. In the first, for biobjective optimization defined in the bidimensional space, a continuous Pareto set is found analytically. In the second, applicable to multiobjective optimization, a condition test is proposed to check if a point in the decision space is Pareto optimum or not and, in the third, with functions defined inn-dimensional space, a direct noniterative algorithm is proposed to find the Pareto set. Simple problems highlight the suitability of the proposed methods.

Country
France
Keywords

[SPI] Engineering Sciences [physics], [MATH.MATH-OC] Mathematics [math]/Optimization and Control [math.OC], Approximation methods and heuristics in mathematical programming, [INFO.INFO-RO] Computer Science [cs]/Operations Research [math.OC], [SPI.TRON] Engineering Sciences [physics]/Electronics, [SPI.TRON]Engineering Sciences [physics]/Electronics, Quadratic functions, [SPI]Engineering Sciences [physics], [INFO.INFO-RO]Computer Science [cs]/Operations Research [math.OC], [MATH.MATH-OC]Mathematics [math]/Optimization and Control [math.OC], Multi-objective and goal programming, Continuous Pareto set, Multiobjective optimization

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
7
Top 10%
Average
Average
Green
gold