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EMO
2005
Springer
126views Optimization» more  EMO 2005»
13 years 10 months ago
The Evolution of Optimality: De Novo Programming
Abstract. Evolutionary algorithms have been quite effective in dealing with single-objective “optimization” while the area of Evolutionary Multiobjective Optimization (EMOO) h...
Milan Zeleny
EMO
2005
Springer
175views Optimization» more  EMO 2005»
13 years 10 months ago
A New Analysis of the LebMeasure Algorithm for Calculating Hypervolume
We present a new analysis of the LebMeasure algorithm for calculating hypervolume. We prove that although it is polynomial in the number of points, LebMeasure is exponential in the...
R. Lyndon While
EMO
2005
Springer
110views Optimization» more  EMO 2005»
13 years 10 months ago
Parallelization of Multi-objective Evolutionary Algorithms Using Clustering Algorithms
Abstract. While Single-Objective Evolutionary Algorithms (EAs) parallelization schemes are both well established and easy to implement, this is not the case for Multi-Objective Evo...
Felix Streichert, Holger Ulmer, Andreas Zell
EMO
2005
Springer
108views Optimization» more  EMO 2005»
13 years 10 months ago
Multi-objective Model Optimization for Inferring Gene Regulatory Networks
With the invention of microarray technology, researchers are able to measure the expression levels of ten thousands of genes in parallel at various time points of a biological proc...
Christian Spieth, Felix Streichert, Nora Speer, An...
EMO
2005
Springer
89views Optimization» more  EMO 2005»
13 years 10 months ago
A Multi-objective Memetic Algorithm for Intelligent Feature Extraction
Paulo Vinicius Wolski Radtke, Tony Wong, Robert Sa...
EMO
2005
Springer
123views Optimization» more  EMO 2005»
13 years 10 months ago
Initial Population Construction for Convergence Improvement of MOEAs
Nearly all Multi-Objective Evolutionary Algorithms (MOEA) rely on random generation of initial population. In large and complex search spaces, this random method often leads to an ...
Christian Haubelt, Jürgen Gamenik, Jürge...
EMO
2005
Springer
77views Optimization» more  EMO 2005»
13 years 10 months ago
Multi-objective Genetic Algorithms to Create Ensemble of Classifiers
Luiz E. Soares de Oliveira, Marisa E. Morita, Robe...
EMO
2005
Springer
66views Optimization» more  EMO 2005»
13 years 10 months ago
Effects of Removing Overlapping Solutions on the Performance of the NSGA-II Algorithm
Yusuke Nojima, Kaname Narukawa, Shiori Kaige, Hisa...
EMO
2005
Springer
194views Optimization» more  EMO 2005»
13 years 10 months ago
An EMO Algorithm Using the Hypervolume Measure as Selection Criterion
Abstract. The hypervolume measure is one of the most frequently applied measures for comparing the results of evolutionary multiobjective optimization algorithms (EMOA). The idea t...
Michael Emmerich, Nicola Beume, Boris Naujoks
EMO
2005
Springer
107views Optimization» more  EMO 2005»
13 years 10 months ago
Multiobjective Water Pinch Analysis of the Cuernavaca City Water Distribution Network
Water systems often allow efficient water uses via water reuse and/or recirculation. Defining the network layout connecting water-using processes is a complex problem which involv...
Carlos E. Mariano-Romero, Víctor Alcocer-Ya...