EUROGP
2004
Springer
14 years 9 days 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 9 days 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 9 days 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 9 days ago
2004
Springer
GECCO
2009
Springer
14 years 11 days ago
2009
Springer
GECCO
2009
Springer
14 years 14 days 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 14 days 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 14 days 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 14 days ago
2009
Springer
GECCO
2009
Springer
14 years 14 days 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...