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GECCO
2009
Springer
156views Optimization» more  GECCO 2009»
13 years 10 months ago
BBOB-benchmarking the DIRECT global optimization algorithm
The DIRECT global optimization algorithm is tested on the BBOB 2009 testbed. The algorithm is rather time and space consuming since it does not forget any point it samples during ...
Petr Posik
CEC
2010
IEEE
13 years 5 months ago
The differential Ant-Stigmergy Algorithm for large-scale global optimization
— Ant-colony optimization (ACO) is a popular swarm intelligence metaheuristic scheme that can be applied to almost any optimization problem. In this paper, we address a performan...
Peter Korosec, Katerina Taskova, Jurij Silc
GECCO
2007
Springer
182views Optimization» more  GECCO 2007»
13 years 11 months ago
GARS: an improved genetic algorithm with reserve selection for global optimization
Yang Chen, Jinglu Hu, Kotaro Hirasawa, Songnian Yu
CEC
2010
IEEE
13 years 3 months ago
Large scale global optimization using self-adaptive differential evolution algorithm
In this paper we present self-adaptive differential evolution algorithm jDElsgo on large scale global optimization. The experimental results obtained by our algorithm on benchmark ...
Janez Brest, Ales Zamuda, Iztok Fister, Mirjam Sep...
CEC
2009
IEEE
14 years 11 hour ago
Gradient estimation in global optimization algorithms
Abstract— The role of gradient estimation in global optimization is investigated. The concept of a regional gradient is introduced as a tool for analyzing and comparing different...
Megan Hazen, Maya R. Gupta