CEC
2003
IEEE
14 years 6 months ago
2003
IEEE
Neural networks and the Kriging method are compared for constructing £tness approximation models in evolutionary optimization algorithms. The two models are applied in an identica...
CEC
2003
IEEE
14 years 6 months ago
2003
IEEE
Abstract- This paper describes implementation details and results from a simulated multi-agent bacteria ecosystem. Each bacterium is encoded on a DNA-like genome, specifying the ge...
CEC
2003
IEEE
14 years 6 months ago
2003
IEEE
Learning Deterministic Finite Automata (DFA) is a hard task that has been much studied within machine learning and evolutionary computation research. This paper presents a new met...
CEC
2003
IEEE
14 years 6 months ago
2003
IEEE
A new PSO algorithm, the Linear PSO (LPSO), is developed to optimise functions constrained by linear constraints of the form Ax = b. A crucial property of the LPSO is that the poss...
CEC
2003
IEEE
14 years 6 months ago
2003
IEEE
A population of virtual robots is evolved to perform the task of competitively painting the floor of a toroidal room. Two robots are present in any given room and paint using dis...
CEC
2003
IEEE
14 years 6 months ago
2003
IEEE
This paper presents a study that evaluates the influence of the parallel genetic programming (GP) models in maintaining diversity in a population. The parallel models used are the...
CEC
2003
IEEE
14 years 6 months ago
2003
IEEE
We introduce a technique that allows a real robot to execute real-time learning, in which GP and RL are integrated. In our former research, we showed the result of an experiment wi...
CEC
2003
IEEE
14 years 6 months ago
2003
IEEE
Abstract -_The evolution of a heterogeneousteam behavior can he a very demanding task. In order to promote the greatest level of specialization team members should be evolved in se...
CEC
2003
IEEE
14 years 6 months ago
2003
IEEE
In this paper we present two new approaches based on genetic algorithms (GA) to reduce power consumption by communication buses in an embedded system. The first approach makes it ...
CEC
2003
IEEE
14 years 6 months ago
2003
IEEE
Abstract- The Maximum Homologous Crossover attempts to preserve similar structures from parents by aligning them according to their homology. In this paper, it is successfully test...