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FOGA
2011
12 years 8 months ago
Computational complexity analysis of simple genetic programming on two problems modeling isolated program semantics
Analyzing the computational complexity of evolutionary algorithms (EAs) for binary search spaces has significantly informed our understanding of EAs in general. With this paper, ...
Greg Durrett, Frank Neumann, Una-May O'Reilly
GECCO
2008
Springer
174views Optimization» more  GECCO 2008»
13 years 5 months ago
Mask functions for the symbolic modeling of epistasis using genetic programming
The study of common, complex multifactorial diseases in genetic epidemiology is complicated by nonlinearity in the genotype-to-phenotype mapping relationship that is due, in part,...
Ryan J. Urbanowicz, Nate Barney, Bill C. White, Ja...
PLDI
2004
ACM
13 years 10 months ago
KISS: keep it simple and sequential
The design of concurrent programs is error-prone due to the interaction between concurrently executing threads. Traditional automated techniques for finding errors in concurrent ...
Shaz Qadeer, Dinghao Wu
GPEM
2008
128views more  GPEM 2008»
13 years 4 months ago
Coevolutionary bid-based genetic programming for problem decomposition in classification
In this work a cooperative, bid-based, model for problem decomposition is proposed with application to discrete action domains such as classification. This represents a significan...
Peter Lichodzijewski, Malcolm I. Heywood
GECCO
2008
Springer
180views Optimization» more  GECCO 2008»
13 years 5 months ago
Bond-graphs + genetic programming: analysis of an automatically synthesized rotary mechanical system
Initial results of an experiment devised to combine Bond-Graph modeling and simulation with genetic programming for automated design of a simple mechatronic system are reported in...
Saheeb Ahmed Kayani, Muhammad Afzaal Malik