GECCO
2007
Springer
13 years 10 months ago
2007
Springer
The bin packing problem (BPP) is a real-world problem that arises in different industrial applications related to minimization of space or time. The aim of this research is to au...
GECCO
2007
Springer
13 years 10 months ago
2007
Springer
An agent population can be evolved in a complex environment to perform various tasks and optimize its job performance using Learning Classifier System (LCS) technology. Due to the...
GECCO
2007
Springer
13 years 10 months ago
2007
Springer
Genetic Programming (GP) is an automated computational programming methodology, inspired by the workings of natural evolution techniques. It has been applied to solve complex prob...
GECCO
2007
Springer
13 years 10 months ago
2007
Springer
The brain has long been seen as a powerful analogy from which novel computational techniques could be devised. However, most artificial neural network approaches have ignored the...
GECCO
2007
Springer
13 years 10 months ago
2007
Springer
Genetic Programming uses trees to represent chromosomes. The user defines the representation space by defining the set of functions and terminals to label the nodes in the trees. ...
GECCO
2007
Springer
13 years 10 months ago
2007
Springer
Biological organisms employ various mechanisms to cope with the dynamic environments they live in. One recent research reported that depending on the rates of environmental variati...
GECCO
2007
Springer
13 years 10 months ago
2007
Springer
A coevolutionary competitive learning environment for two antagonistic agents is presented. The agents are controlled by a new kind of computational network based on a compartment...
GECCO
2007
Springer
13 years 10 months ago
2007
Springer
The result of the program encoded into a Genetic Programming (GP) tree is usually returned by the root of that tree. However, this is not a general strategy. In this paper we pres...
GECCO
2007
Springer
13 years 10 months ago
2007
Springer
The success of a genetic programming system in solving a problem is often a function of the available computational resources. For many problems, the larger the population size an...
GECCO
2007
Springer
13 years 10 months ago
2007
Springer
In this paper, we provide an algorithm that systematically considers all small trees in the search space of genetic programming. These small trees are used to generate useful subr...