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GECCO
2007
Springer
167views Optimization» more  GECCO 2007»
15 years 4 months ago
Genetically designed heuristics for the bin packing problem
The bin packing problem (BPP) is a real-world problem that arises in different industrial applications related to minimization of space or time. The aim of this research is to au...
Oana Muntean
GECCO
2007
Springer
183views Optimization» more  GECCO 2007»
15 years 4 months ago
A genetic algorithm for privacy preserving combinatorial optimization
We propose a protocol for a local search and a genetic algorithm for the distributed traveling salesman problem (TSP). In the distributed TSP, information regarding the cost funct...
Jun Sakuma, Shigenobu Kobayashi
GECCO
2007
Springer
138views Optimization» more  GECCO 2007»
15 years 4 months ago
Reducing the space-time complexity of the CMA-ES
A limited memory version of the covariance matrix adaptation evolution strategy (CMA-ES) is presented. This algorithm, L-CMA-ES, improves the space and time complexity of the CMA-...
James N. Knight, Monte Lunacek
GECCO
2007
Springer
175views Optimization» more  GECCO 2007»
15 years 4 months ago
Regular expression generation through grammatical evolution
This study investigates automatic regular expression generation using Grammatical Evolution. The software implementation is based on a subset of POSIX regular expression rules. Fo...
Ahmet Cetinkaya
GECCO
2007
Springer
293views Optimization» more  GECCO 2007»
15 years 4 months ago
Solving the artificial ant on the Santa Fe trail problem in 20, 696 fitness evaluations
In this paper, we provide an algorithm that systematically considers all small trees in the search space of genetic programming. These small trees are used to generate useful subr...
Steffen Christensen, Franz Oppacher