EUROGP
2004
Springer
14 years 3 months ago
2004
Springer
In this paper we discuss the evolution of several components of a traditional Evolutionary Algorithm, such as genotype to phenotype mappings and genetic operators, presenting a for...
EUROGP
2004
Springer
14 years 3 months ago
2004
Springer
Most programs currently written by humans are object-oriented ones. Two of the greatest benefits of object oriented programming are the separation of interface from implementation,...
EUROGP
2004
Springer
14 years 3 months ago
2004
Springer
Abstract. In this paper we conduct a comparative study between hybrid methods to optimize multilayer perceptrons: a model that optimizes the architecture and initial weights of mul...
EUROGP
2004
Springer
14 years 3 months ago
2004
Springer
GECCO
2009
Springer
14 years 3 months ago
2009
Springer
GECCO
2009
Springer
14 years 3 months ago
2009
Springer
In the Weapon-Target Assignment Problem, m enemy targets are inbound, each with a value Vj representing the damage it may do. The defense has n weapons, and the probability that w...
GECCO
2009
Springer
14 years 3 months ago
2009
Springer
Many approaches to active learning involve training one classifier by periodically choosing new data points about which the classifier has the least confidence, but designing a co...
GECCO
2009
Springer
14 years 3 months ago
2009
Springer
This paper presents a novel evolutionary approach to solve numerical optimization problems, called Adaptive Evolution (AEv). AEv is a new micro-population-like technique because i...
GECCO
2009
Springer
14 years 3 months ago
2009
Springer
GECCO
2009
Springer
14 years 3 months ago
2009
Springer
When evaluating a heuristic for a combinatorial problem, randomly generated instances of the problem may not provide a thorough exploration of the heuristic's performance, an...