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ICGA
1997
102views Optimization» more  ICGA 1997»
13 years 9 months ago
An Experimental Analysis of Schema Creation, Propagation and Disruption in Genetic Programming
In this paper we first review the main results in the theory of schemata in Genetic Programming (GP) and summarise a new GP schema theory which is based on a new definition of s...
Riccardo Poli, William B. Langdon
CEC
2010
IEEE
13 years 8 months ago
Defining locality in genetic programming to predict performance
Abstract-- A key indicator of problem difficulty in evolutionary computation problems is the landscape's locality, that is whether the genotype-phenotype mapping preserves nei...
Edgar Galván López, James McDermott,...
GPEM
2006
161views more  GPEM 2006»
13 years 7 months ago
Solving differential equations with genetic programming
A novel method for solving ordinary and partial differential equations, based on grammatical evolution is presented. The method forms generations of trial solutions expressed in an...
Ioannis G. Tsoulos, Isaac E. Lagaris
TSMC
1998
132views more  TSMC 1998»
13 years 7 months ago
Decision support for vehicle dispatching using genetic programming
—Vehicle dispatching consists of allocating real-time service requests to a fleet of moving vehicles. In this paper, each vehicle is associated with a vector of attribute values...
Ilham Benyahia, Jean-Yves Potvin
GPEM
2010
104views more  GPEM 2010»
13 years 6 months ago
Genetic Programming and Evolvable Machines: ten years of reviews
The journal and in particular the resource reviews have been running for ten years. There are a number of activities being planned to celebrate. However it is a good time to revisi...
William B. Langdon, Steven M. Gustafson