PPSN
2004
Springer
14 years 5 months ago
2004
Springer
Abstract. This paper discusses how preference information of the decision maker can in general be integrated into multiobjective search. The main idea is to first define the opti...
PPSN
2004
Springer
14 years 5 months ago
2004
Springer
In empirical studies of Evolutionary Algorithms, it is usually desirable to evaluate and compare algorithms using as many different parameter settings and test problems as possible...
PPSN
2004
Springer
14 years 5 months ago
2004
Springer
Formula One motor racing is a rich sport that spends millions on research and development of highly optimized cars. Here we describe the use of a genetic algorithm to optimize 66 s...
PPSN
2004
Springer
14 years 5 months ago
2004
Springer
Theoretically and empirically it is clear that a genetic algorithm with crossover will outperform a genetic algorithm without crossover in some fitness landscapes, and vice versa i...
PPSN
2004
Springer
14 years 5 months ago
2004
Springer
In this paper, we aim to design decision-making mechanisms for an autonomous robot equipped with simple sensors, which integrates over time its perceptual experience in order to in...
PPSN
2004
Springer
14 years 5 months ago
2004
Springer
The influence of different parallel genetic algorithm (PGA) architectures on the GA convergence properties is analysed. Next, two proposed versions of these PGA architectures are c...
PPSN
2004
Springer
14 years 5 months ago
2004
Springer
An automatic traffic sign detection system would be important in a driver assistance system. In this paper, an approach for detecting numbers on speed limit signs is proposed. Suc...
PPSN
2004
Springer
14 years 5 months ago
2004
Springer
Abstract. A key problem in designing artificial neural networks for visual object recognition tasks is the proper choice of the network architecture. Evolutionary optimization met...
PPSN
2004
Springer
14 years 5 months ago
2004
Springer
Abstract. We present an island model that uses different representations in each island. The model transforms individuals from one representation to another during migrations. We ...
PPSN
2004
Springer
14 years 5 months ago
2004
Springer
A scalable architecture to facilitate emergent (self-organized) task decomposition using neural networks and evolutionary algorithms is presented. Various control system architectu...