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GECCO
2003
Springer
15 years 5 months ago
The State Problem for Evolutionary Testing
Abstract. This paper shows how the presence of states in test objects can hinder or render impossible the search for test data using evolutionary testing. Additional guidance is re...
Phil McMinn, Mike Holcombe
GECCO
2003
Springer
15 years 5 months ago
The Structure of Evolutionary Exploration: On Crossover, Buildings Blocks, and Estimation-Of-Distribution Algorithms
Correlations between alleles after selection are an important source of information. Such correlations should be exploited for further search and thereby constitute the building bl...
Marc Toussaint
AE
2003
Springer
15 years 3 months ago
ParaDisEO-Based Design of Parallel and Distributed Evolutionary Algorithms
ParaDisEO is a framework dedicated to the design of parallel and distributed metaheuristics including local search methods and evolutionary algorithms. This paper focuses on the la...
Sébastien Cahon, Nordine Melab, El-Ghazali ...
GECCO
2004
Springer
15 years 5 months ago
A Philosophical Essay on Life and Its Connections with Genetic Algorithms
This paper makes a number of connections between life and various facets of genetic and evolutionary algorithms research. Specifically, it addresses the topics of adaptation, mult...
Fernando G. Lobo
PPSN
1992
Springer
15 years 3 months ago
Non-Linear Genetic Representations
The limitations of linear chromosomes and conventional recombination operators are reviewed. It is argued that there are at least three classes of problems for which such represen...
Nicholas J. Radcliffe