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148
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GECCO
2005
Springer
128views Optimization» more  GECCO 2005»
15 years 10 months ago
Fractional dynamic fitness functions for GA-based circuit design
This paper proposes and analyses the performance of a Genetic Algorithm (GA) using two new concepts, namely a static fitness function including a discontinuity measure and a fract...
Cecília Reis, José António Te...
139
Voted
CCIA
2007
Springer
15 years 9 months ago
An efficient estimation function for the crew scheduling problem
In this paper we explain an estimation function for the crew scheduling problem in the coach transportation domain. Thanks to this function we obtain an estimation that is very clo...
Javier Murillo, Beatriz López
GECCO
2000
Springer
123views Optimization» more  GECCO 2000»
15 years 8 months ago
Genomic computing: explanatory modelling for functional genomics
Many newly discovered genes are of unknown function. DNA microarrays are a method for determining the expression levels of all genes in an organism for which a complete genome seq...
Richard J. Gilbert, Jem J. Rowland, Douglas B. Kel...
134
Voted
GECCO
2009
Springer
150views Optimization» more  GECCO 2009»
15 years 9 months ago
Benchmarking a BI-population CMA-ES on the BBOB-2009 function testbed
We propose a multistart CMA-ES with equal budgets for two interlaced restart strategies, one with an increasing population size and one with varying small population sizes. This B...
Nikolaus Hansen
GECCO
2010
Springer
239views Optimization» more  GECCO 2010»
15 years 8 months ago
Benchmarking SPSA on BBOB-2010 noiseless function testbed
This paper presents the result for Simultaneous Perturbation Stochastic Approximation (SPSA) on the BBOB 2010 noiseless testbed. SPSA is a stochastic gradient approximation strate...
Steffen Finck, Hans-Georg Beyer