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» Restart Scheduling for Genetic Algorithms
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79
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PPSN
1998
Springer
15 years 2 months ago
Restart Scheduling for Genetic Algorithms
Abstract. In order to escape from local optima, it is standard practice to periodically restart a genetic algorithm according to some restart criteria/policy. This paper addresses ...
Alex S. Fukunaga
89
Voted
AAAI
2007
15 years 17 days ago
Restart Schedules for Ensembles of Problem Instances
The mean running time of a Las Vegas algorithm can often be dramatically reduced by periodically restarting it with a fresh random seed. The optimal restart schedule depends on th...
Matthew J. Streeter, Daniel Golovin, Stephen F. Sm...
72
Voted
IJIT
2004
14 years 11 months ago
Restartings: A Technique to Improve Classic Genetic Algorithms' Performance
In this contribution, a way to enhance the performance of the classic Genetic Algorithm is proposed. The idea of restarting a Genetic Algorithm is applied in order to obtain better...
Grigorios N. Beligiannis, Georgios A. Tsirogiannis...
FLAIRS
2007
15 years 17 days ago
Performance Analysis of Evolutionary Search with a Dynamic Restart Policy
In this work we explore how the complexity of a problem domain affects the performance of evolutionary search using a performance-based restart policy. Previous research indicates...
Michael Solano, Istvan Jonyer
88
Voted
COR
2011
14 years 5 months ago
Restarted Iterated Pareto Greedy algorithm for multi-objective flowshop scheduling problems
Gerardo Minella, Rubén Ruiz, Michele Ciavot...