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» Evolutionary computation: a unified approach
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GECCO
2003
Springer
15 years 3 months ago
Use of Multiobjective Optimization Concepts to Handle Constraints in Single-Objective Optimization
Abstract. In this paper, we propose a new constraint-handling technique for evolutionary algorithms which is based on multiobjective optimization concepts. The approach uses Pareto...
Arturo Hernández Aguirre, Salvador Botello ...
PPSN
1998
Springer
15 years 2 months ago
A Spatial Predator-Prey Approach to Multi-objective Optimization: A Preliminary Study
This paper presents a novel evolutionary approach of approximating the shape of the Pareto-optimal set of multi-objective optimization problems. The evolutionary algorithm (EA) use...
Marco Laumanns, Günter Rudolph, Hans-Paul Sch...
GECCO
2007
Springer
162views Optimization» more  GECCO 2007»
15 years 4 months ago
A multi-objective approach to discover biclusters in microarray data
The main motivation for using a multi–objective evolutionary algorithm for finding biclusters in gene expression data is motivated by the fact that when looking for biclusters ...
Federico Divina, Jesús S. Aguilar-Ruiz
IFSA
2003
Springer
179views Fuzzy Logic» more  IFSA 2003»
15 years 3 months ago
A CHC Evolutionary Algorithm for 3D Image Registration
Image registration has been a very active research area in the computer vision community. In the last few years, there is an increasing interest on the application of Evolutionary ...
Oscar Cordón, Sergio Damas, Jose Santamar&i...
APIN
2002
113views more  APIN 2002»
14 years 9 months ago
Towards Creative Evolutionary Systems with Interactive Genetic Algorithm
Evolutionary computation has shown a great potential to work out several real-world problems in the point of optimization, but it is still quite far from realizing a system of matc...
Sung-Bae Cho