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cs.NE2006★ 1 cited
Revisiting Evolutionary Algorithms with On-the-Fly Population Size Adjustment
Fernando G. Lobo, Claudio F. Lima
In an evolutionary algorithm, the population has a very important role as its size has direct implications regarding solution quality, speed, and reliability. Theoretical studies h…
cs.NE2004
An architecture for massive parallelization of the compact genetic algorithm
Fernando G. Lobo, Claudio F. Lima, Hugo Martires
This paper presents an architecture which is suitable for a massive parallelization of the compact genetic algorithm. The resulting scheme has three major advantages. First, it has…
cs.NE2004
Parameter-less Optimization with the Extended Compact Genetic Algorithm and Iterated Local Search
Claudio F. Lima, Fernando G. Lobo
This paper presents a parameter-less optimization framework that uses the extended compact genetic algorithm (ECGA) and iterated local search (ILS), but is not restricted to these…