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» An Analysis of the Causes of Code Growth in Genetic Programm...
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GECCO
2005
Springer
13 years 10 months ago
Function choice, resiliency and growth in genetic programming
In this paper we examine how the choice of functions in a genetic program (GP) affects the rate of code growth and the development of resilient individuals. We find that functio...
Sireesha Besetti, Terence Soule
GECCO
2006
Springer
180views Optimization» more  GECCO 2006»
13 years 9 months ago
Growth of self-canceling code in evolutionary systems
This research examines the behavior of inoperative code (introns) in the evolution of genetically robust solutions. Genetically robust solutions are solutions that are less likely...
Xue Zhong, Terence Soule
GECCO
2005
Springer
114views Optimization» more  GECCO 2005»
13 years 10 months ago
Exploiting disruption aversion to control code bloat
The authors employ multiple crossovers as a novel natural extension to crossovers as a mixing operator. They use this as a framework to explore the ideas of code growth. Empirical...
Jason Stevens, Robert B. Heckendorn, Terence Soule
GECCO
2006
Springer
162views Optimization» more  GECCO 2006»
13 years 9 months ago
Algebraic simplification of GP programs during evolution
Program bloat is a fundamental problem in the field of Genetic Programming (GP). Exponential growth of redundant and functionally useless sections of programs can quickly overcome...
Phillip Wong, Mengjie Zhang
SIGMETRICS
2008
ACM
175views Hardware» more  SIGMETRICS 2008»
13 years 5 months ago
DARC: dynamic analysis of root causes of latency distributions
OSprof is a versatile, portable, and efficient profiling methodology based on the analysis of latency distributions. Although OSprof has offers several unique benefits and has bee...
Avishay Traeger, Ivan Deras, Erez Zadok