Titlebook: Artificial Evolution; 10th International C Jin-Kao Hao,Pierrick Legrand,Marc Schoenauer Conference proceedings 2012 Springer-Verlag Berlin

ATP861

A Model Based on Biological Invasions for Island Evolutionary Algorithmshenomenon known as biological invasion is adopted. The migration strategy is implemented through a multistage process involving large invading subpopulations and their competition with native individuals. In this work such a general approach is used within an island parallel model adopting Different

grovel

不來(lái)

Evolution of Multisensory Integration in Large Neural Fieldsnal input data. In particular, four simple tasks for the integration of visual and tactile input are introduced. Neural networks evolve that can use these senses in a cost-optimal way, enhance the accuracy of classifying noisy input images, or enhance spatial accuracy of perception. An evolved neura

PON

Reducing the Learning Time of Tetris in Evolution Strategiesementations using evolution strategies have also been proposed. However one drawback of using evolution strategies for this problem can be the cost of evaluations due to the stochastic nature of the fitness function. This paper describes the use of racing algorithms to reduce the amount of evaluatio

Sinus-Node

Black-Box Complexity: Breaking the ,(, log,) Barrier of LeadingOnes shows that the recent natural looking .(.log.) bound is not tight..The black-box optimization algorithm leading to this bound can be implemented in a way that only 3-ary unbiased variation operators are used. Hence our bound is also valid for the unbiased black-box complexity recently introduced by

外面

Imperialist Competitive Algorithm for Dynamic Optimization of Economic Dispatch in Power Systemsmportance for utilities. Economic power dispatch is a tool commonly used by electric power plant operators to optimize the use of generation units. Optimization algorithms are at the center of such techniques and several different types of algorithms, such as genetic or particle swarm algorithms, ha

外貌

Engaging

Nikos Evangelou,Cris S Constantinescu constructed from a number of ants of the previous iteration, and replace the worst ants in the current population. Experimental results based on different DTSP test cases show that the proposed immigrants scheme enhances the performance of ACO by the knowledge transferred from the previous environment and the generation of guided diversity.

flaggy

Kyohei Ito,Lejia Xu,Genta Ito,Taisuke Tomitaigorous proof of improvement with respect to random restarts or restarts with constant initial step-size. Furthermore, when this strategy encapsulates a (1+1)-ES with 1/5th adaptation rule, the resulting algorithm outperforms state of the art MMO algorithms while being computationally faster.

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