GECCO
2008
Springer
13 years 6 months ago
2008
Springer
This paper proposes a method to use reference points as preferences to guide a particle swarm algorithm to search towards preferred regions of the Pareto front. A decision maker c...
GECCO
2008
Springer
13 years 6 months ago
2008
Springer
In this paper we investigated the use of Genetic Programming (GP) to evolve programs which could detect moving objects in videos. Two main approaches under the paradigm were propo...
GECCO
2008
Springer
13 years 6 months ago
2008
Springer
While John Holland has always envisioned learning classifier systems (LCSs) as cognitive systems, most work on LCSs has focused on classification, datamining, and function appro...
GECCO
2008
Springer
13 years 6 months ago
2008
Springer
In evolutionary algorithms, the typical post-processing phase involves selection of the best-of-run individual, which becomes the final outcome of the evolutionary run. Trivial f...
GECCO
2008
Springer
13 years 6 months ago
2008
Springer
While coevolution has many parallels to natural evolution, methods other than those based on evolutionary principles may be used in the interactive fitness setting. In this paper...
GECCO
2008
Springer
13 years 6 months ago
2008
Springer
GECCO
2008
Springer
13 years 6 months ago
2008
Springer
While recent attempts to search a conceptual software engineering design search space with multi-objective evolutionary algorithms have yielded promising results, the practical ap...
GECCO
2008
Springer
13 years 6 months ago
2008
Springer
We propose a network characterization of combinatorial fitness landscapes by adapting the notion of inherent networks proposed for energy surfaces [5]. We use the well-known fami...
GECCO
2008
Springer
13 years 6 months ago
2008
Springer
This poster paper presents a methodology for removing userdefined parameters at the parent selection stage, by allowing all individuals in the population to self-organize into pa...
GECCO
2008
Springer
13 years 6 months ago
2008
Springer
Increasingly, high-assurance applications rely on autonomic systems to respond to changes in their environment. The inherent uncertainty present in the environment of autonomic sy...