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GECCO
2003
Springer
14 years 19 days ago
Coevolutionary Convergence to Global Optima
We discuss a theory for a realistic, applicable scaled genetic algorithm (GA) which converges asymptoticly to global optima in a coevolutionary setting involving two species. It is...
Lothar M. Schmitt
GECCO
2003
Springer
116views Optimization» more  GECCO 2003»
14 years 19 days ago
A Hybrid Genetic Algorithm Based on Complete Graph Representation for the Sequential Ordering Problem
Abstract. A hybrid genetic algorithm is proposed for the sequential ordering problem. It is known that the performance of a genetic algorithm depends on the survival environment an...
Dong-il Seo, Byung Ro Moon
GECCO
2003
Springer
105views Optimization» more  GECCO 2003»
14 years 19 days ago
Coevolving Communication and Cooperation for Lattice Formation Tasks
Abstract. Reactive multi-agent systems are shown to coevolve with explicit communication and cooperative behavior to solve lattice formation tasks. Comparable agents that lack the ...
Jekanthan Thangavelautham, Tim D. Barfoot, Gabriel...
GECCO
2003
Springer
148views Optimization» more  GECCO 2003»
14 years 19 days ago
A Hybrid Immune Algorithm with Information Gain for the Graph Coloring Problem
We present a new Immune Algorithm that incorporates a simple local search procedure to improve the overall performances to tackle the graph coloring problem instances. We character...
Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone
GECCO
2003
Springer
117views Optimization» more  GECCO 2003»
14 years 19 days ago
Uniform Crossover Revisited: Maximum Disruption in Real-Coded GAs
A detailed comparison is presented of five well-known crossover operators on a range of continuous optimization tasks to test longheld beliefs concerning disruption, with respect ...
Stephen Drake