GECCO
2005
Springer
14 years 6 months ago
2005
Springer
To help chemists design new drugs, we created a tool that uses interactive evolution to design drug molecules, the “Molecule Evoluator”. In contrast to most other evolutionary...
GECCO
2005
Springer
14 years 6 months ago
2005
Springer
Genetic Programming (GP) based Intrusion Detection Systems (IDS) use connection state network data during their training phase. These connection states are recorded as a set of fe...
GECCO
2005
Springer
14 years 6 months ago
2005
Springer
GECCO
2005
Springer
14 years 6 months ago
2005
Springer
Feature extraction is a process that extracts salient features from observed variables. It is considered a promising alternative to overcome the problems of weight and structure o...
GECCO
2005
Springer
14 years 6 months ago
2005
Springer
In this paper, we propose a neuro-genetic stock prediction system based on financial correlation between companies. A number of input variables are produced from the relatively h...
GECCO
2005
Springer
14 years 6 months ago
2005
Springer
Real-world multi-objective engineering design optimization problems often have parameters with uncontrollable variations. The aim of solving such problems is to obtain solutions t...
GECCO
2005
Springer
14 years 6 months ago
2005
Springer
Traditionally, representation has been perceived as a necessity for producing intelligent behavior. Once the right representation is in place to drive it, behavior unfolds as the ...
GECCO
2005
Springer
14 years 6 months ago
2005
Springer
The need to build modular, scalable, and complex technology capable of adaptation, self-assembly, and self-repair has fuelled renewed interest in using approaches inspired by deve...
GECCO
2005
Springer
14 years 6 months ago
2005
Springer
Evolutionary models typically rely on a single level of evolution for training a team of cooperating agents. I present a model that evolves at two levels—an “organizational”...
GECCO
2005
Springer
14 years 6 months ago
2005
Springer