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GECCO
2010
Springer
169views Optimization» more  GECCO 2010»
14 years 2 months ago
Stochastic local search in continuous domains: questions to be answered when designing a novel algorithm
Several population-based methods (with origins in the world of evolutionary strategies and estimation-of-distribution algorithms) for black-box optimization in continuous domains ...
Petr Posik
GECCO
2010
Springer
173views Optimization» more  GECCO 2010»
14 years 2 months ago
Black-box optimization benchmarking for noiseless function testbed using artificial bee colony algorithm
This paper benchmarks the Artificial Bee Colony (ABC) algorithm using the noise-free BBOB 2010 testbed. The results show how this algorithm is highly successful in the separable a...
Mohammed El-Abd
GECCO
2010
Springer
217views Optimization» more  GECCO 2010»
14 years 2 months ago
Benchmarking CMA-EGS on the BBOB 2010 noiseless function testbed
This paper describes the implementation and the results for CMA-EGS on the BBOB 2010 noiseless function testbed. The CMA-EGS is a hybrid strategy which combines elements from grad...
Steffen Finck, Hans-Georg Beyer
GECCO
2010
Springer
135views Optimization» more  GECCO 2010»
14 years 2 months ago
Investigating the impact of sequential selection in the (1, 2)-CMA-ES on the noisy BBOB-2010 testbed
Sequential selection was introduced for Evolution Strategies (ESs) with the aim of accelerating their convergence— performing the evaluations of the different offspring sequen...
Anne Auger, Dimo Brockhoff, Nikolaus Hansen
GECCO
2010
Springer
157views Optimization» more  GECCO 2010»
14 years 2 months ago
Mirrored variants of the (1, 4)-CMA-ES compared on the noiseless BBOB-2010 testbed
Derandomization by means of mirrored samples has been recently introduced to enhance the performances of (1, λ)Evolution-Strategies (ESs) with the aim of designing fast and robus...
Anne Auger, Dimo Brockhoff, Nikolaus Hansen
GECCO
2010
Springer
186views Optimization» more  GECCO 2010»
14 years 2 months ago
New challenges for memetic algorithms on continuous multi-objective problems
Adriana Lara, Oliver Schütze, Carlos A. Coell...
GECCO
2010
Springer
253views Optimization» more  GECCO 2010»
14 years 2 months ago
Comparison of G3PCX and Rosenbrock's algorithms on the BBOB noiseless testbed
Generalized generation gap algorithm with parent centric crossover is compared with Rosenbrock’s optimization algorithm. Both algorithms were already presented at the BBOB 2009 ...
Petr Posík
GECCO
2010
Springer
152views Optimization» more  GECCO 2010»
14 years 2 months ago
Evolutionary symbolic discovery for bioinformatics, systems and synthetic biology
Pawel Widera, Jaume Bacardit, Natalio Krasnogor, C...
GECCO
2010
Springer
187views Optimization» more  GECCO 2010»
14 years 2 months ago
Mirrored variants of the (1, 2)-CMA-ES compared on the noiseless BBOB-2010 testbed
Derandomization by means of mirroring has been recently introduced to enhance the performances of (1, λ)-EvolutionStrategies (ESs) with the aim of designing fast robust local sea...
Anne Auger, Dimo Brockhoff, Nikolaus Hansen