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GECCO
2004
Springer
109views Optimization» more  GECCO 2004»
15 years 3 months ago
Development of a Genetic Algorithm for Optimization of Nanoalloys
A genetic algorithm has been developed in order to find the global minimum of platinum-palladium nanoalloy clusters. The effect of biasing the initial population and predating sp...
Lesley D. Lloyd, Roy L. Johnston, Said Salhi
GECCO
2004
Springer
175views Optimization» more  GECCO 2004»
15 years 3 months ago
An Architecture for Massive Parallelization of the Compact Genetic Algorithm
This paper presents an architecture which is suitable for a massive parallelization of the compact genetic algorithm. The approach is scalable, has low synchronization costs, and i...
Fernando G. Lobo, Cláudio F. Lima, Hugo Mar...
GECCO
2004
Springer
128views Optimization» more  GECCO 2004»
15 years 3 months ago
Polynomial Approximation of Survival Probabilities Under Multi-point Crossover
Abstract. We propose an analytic approach to approximate the survival probabilities of schemata under multi-point crossover and obtain its closed form. It gives a convenient way to...
Sung-Soon Choi, Byung Ro Moon
GECCO
2004
Springer
115views Optimization» more  GECCO 2004»
15 years 3 months ago
Robotic Control Using Hierarchical Genetic Programming
In this paper, we compare the performance of hierarchical GP methods (Automatically Defined Functions, Module Acquisition, Adaptive Representation through Learning) with the canon...
Marcin L. Pilat, Franz Oppacher
GECCO
2004
Springer
124views Optimization» more  GECCO 2004»
15 years 3 months ago
A Cooperative Coevolutionary Multiobjective Algorithm Using Non-dominated Sorting
The following paper describes a cooperative coevolutionary algorithm which incorporates a novel collaboration formation mechanism. It encourages rewarding of components participati...
Antony W. Iorio, Xiaodong Li