Titlebook: Genetic and Evolutionary Computation - GECCO 2003; Genetic and Evolutio Erick Cantú-Paz,James A. Foster,Julian Miller Conference proceeding

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Towards a Definition of Democracy,nchmark optimization problems. Avoiding premature convergence allows FDR-PSO to continue search for global optima in difficult multimodal optimization problems, reaching better solutions than PSO and several of its variants.

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Optimization Using Particle Swarms with Near Neighbor Interactionsnchmark optimization problems. Avoiding premature convergence allows FDR-PSO to continue search for global optima in difficult multimodal optimization problems, reaching better solutions than PSO and several of its variants.

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Revisiting Elitism in Ant Colony Optimizationte. The ants then reinforce this “local best tour” with pheromone during an iteration to mimic the search focusing of the elitist ants. The environment used to simulate this model is described and compared with Ant System.

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The Influence of Run-Time Limits on Choosing Ant System Parametersh used, and some typical parameters for .AS — the .. and .. It is shown that the optimal parameters depend significantly on the time limits set. Conclusions summarizing the influence of time limits on parameter choice, and possible methods of making the parameter choice more independent from the time limits, are presented.