Sciweavers

8 search results - page 1 / 2
» Success effort and other statistics for performance comparis...
Sort
View
CEC
2007
IEEE
13 years 11 months ago
Success effort and other statistics for performance comparisons in genetic programming
— This paper looks at the statistics used to compare variations to the genetic programming method. Previous work in this area has been dominated by the use of mean best-of-run ï¬...
Matthew Walker, Howard Edwards, Chris H. Messom
GECCO
2007
Springer
144views Optimization» more  GECCO 2007»
13 years 9 months ago
The reliability of confidence intervals for computational effort comparisons
This paper analyses the reliability of confidence intervals for Koza's computational effort statistic. First, we conclude that dependence between the observed minimum generat...
Matthew Walker, Howard Edwards, Chris H. Messom
EUROGP
2007
Springer
143views Optimization» more  EUROGP 2007»
13 years 9 months ago
Confidence Intervals for Computational Effort Comparisons
Abstract. When researchers make alterations to the genetic programming algorithm they almost invariably wish to measure the change in performance of the evolutionary system. No one...
Matthew Walker, Howard Edwards, Chris H. Messom
ISCI
1998
193views more  ISCI 1998»
13 years 5 months ago
A Parallel Implementation of Genetic Programming that Achieves Super-Linear Performance
: This paper describes the successful parallel implementation of genetic programming on a network of processing nodes using the transputer architecture. With this approach, researc...
David Andre, John R. Koza
EUROGP
1999
Springer
137views Optimization» more  EUROGP 1999»
13 years 9 months ago
Evolving Controllers for Autonomous Agents Using Genetically Programmed Networks
– This article presents a new approach to the evolution of controllers for autonomous agents. We propose the evolution of a connectionist structure where each node has an associa...
Arlindo Silva, Ana Neves, Ernesto Costa