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GECCO
2009
Springer
148views Optimization» more  GECCO 2009»
15 years 8 months ago
BBOB-benchmarking the generalized generation gap model with parent centric crossover
The generalized generation gap (G3) model of an evolutionary algorithm equipped with the parent centric crossover (PCX) is tested on the BBOB 2009 benchmark testbed. To improve it...
Petr Posik
120
Voted
SWARM
2008
SPRINGER
108views Optimization» more  SWARM 2008»
15 years 3 months ago
A framework of space-time continuous models for algorithm design in swarm robotics
Designing and analyzing self-organizing systems such as robotic swarms is a challenging task even though we have complete knowledge about the robot's interior. It is difficul...
Heiko Hamann, Heinz Wörn
CASES
2006
ACM
15 years 10 months ago
Automatic performance model construction for the fast software exploration of new hardware designs
Developing an optimizing compiler for a newly proposed architecture is extremely difficult when there is only a simulator of the machine available. Designing such a compiler requ...
John Cavazos, Christophe Dubach, Felix V. Agakov, ...
EUROGP
2004
Springer
170views Optimization» more  EUROGP 2004»
15 years 7 months ago
Comparing Hybrid Systems to Design and Optimize Artificial Neural Networks
Abstract. In this paper we conduct a comparative study between hybrid methods to optimize multilayer perceptrons: a model that optimizes the architecture and initial weights of mul...
Pedro A. Castillo Valdivieso, Maribel Garcí...
WSC
2007
15 years 6 months ago
A simulation-based algorithm for supply chain optimization
In a supply chain, there are wide variety of problems, such as transportation scheduling problems and warehouse location problems. These problems are independently defined as opt...
Takayuki Yoshizumi, Hiroyuki Okano