CEC
2005
IEEE
13 years 10 months ago
2005
IEEE
The building blocks are common structures of high-quality solutions. Genetic algorithms often assume the building-block hypothesis. It is hypothesized that the high-quality solutio...
CEC
2005
IEEE
13 years 10 months ago
2005
IEEE
Abstract- Markov Random Field (MRF) modelling techniques have been recently proposed as a novel approach to probabilistic modelling for Estimation of Distribution Algorithms (EDAs)...
CEC
2005
IEEE
13 years 10 months ago
2005
IEEE
CEC
2005
IEEE
13 years 10 months ago
2005
IEEE
Abstract- This paper proposes an evolutionary approach for the composition of solutions in an incremental way. The approach is based on the metaphor of transitions in complexity di...
CEC
2005
IEEE
13 years 10 months ago
2005
IEEE
Abstract- An evolutionary algorithm for the optimization of a function with real parameters is described in this paper. It uses a cooperative co-evolution to breed and reproduce su...
CEC
2005
IEEE
13 years 10 months ago
2005
IEEE
With the emergence of wireless sensor networks and pervasive computing, innovative location-aware technologies and services are being investigated. Several iterative approaches emp...
CEC
2005
IEEE
13 years 10 months ago
2005
IEEE
Abstract- We present experiments (co)evolving Go players based on artificial neural networks (ANNs) for a 5x5 board. ANN structure and weights are encoded in multi–chromosomal g...
CEC
2005
IEEE
13 years 10 months ago
2005
IEEE
In this paper we propose, model theoretically and study a general notion of recombination for fixed-length strings where homologous crossover, inversion, gene duplication, gene d...
CEC
2005
IEEE
13 years 10 months ago
2005
IEEE
This paper presents two variants of Genetic Programming (GP) approaches for intelligent online performance monitoring of electronic circuits and systems. Reliability modeling of el...
CEC
2005
IEEE
13 years 10 months ago
2005
IEEE
The relationship between search space, distances and genetic operators for syntactic trees is little understood. Geometric crossover and geometric mutation are representation-indep...