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» Evolutionary multiobjective optimization
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CEC
2010
IEEE
15 years 6 months ago
Multiobjective optimization algorithm for solving constrained single objective problems
Abstract--In this paper, the results for the CEC 2010 Competition and Special Session on Constrained Real-Parameter Optimization using the multiobjective differential evolution alg...
Gilberto Reynoso-Meza, Xavier Blasco Ferragud, Jav...
GECCO
2008
Springer
131views Optimization» more  GECCO 2008»
15 years 5 months ago
A new memetic strategy for the numerical treatment of multi-objective optimization problems
In this paper we propose a novel iterative search procedure for multi-objective optimization problems. The iteration process – though derivative free – utilizes the geometry o...
Oliver Schütze, Gustavo Sanchez, Carlos A. Co...
GECCO
2008
Springer
155views Optimization» more  GECCO 2008»
15 years 5 months ago
Integrating user preferences with particle swarms for multi-objective optimization
This paper proposes a method to use reference points as preferences to guide a particle swarm algorithm to search towards preferred regions of the Pareto front. A decision maker c...
Upali K. Wickramasinghe, Xiaodong Li
CORR
2007
Springer
77views Education» more  CORR 2007»
15 years 4 months ago
The Multiobjective Optimization of a Prismatic Drive
The multiobjective optimization of Slide-o-Cam is reported in this paper. Slide-o-Cam is a cam mechanism with multiple rollers mounted on a common translating follower. This trans...
Emilie Bouyer, Stéphane Caro, Damien Chabla...
139
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FOCS
2009
IEEE
15 years 11 months ago
Smoothed Analysis of Multiobjective Optimization
Abstract— We prove that the number of Pareto-optimal solutions in any multiobjective binary optimization problem with a finite number of linear objective functions is polynomial...
Heiko Röglin, Shang-Hua Teng