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» Hierarchical Genetic Algorithms

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GECCO
2007
Springer

160views Optimization» more GECCO 2007»

Hill climbing on discrete HIFF: exploring the role of DNA transposition in long-term artificial evolution

14 years 3 months ago

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We show how a random mutation hill climber that does multilevel selection utilizes transposition to escape local optima on the discrete Hierarchical-If-And-Only-If (HIFF) problem....

Susan Khor

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FOGA
1994

105views Artificial Intelligence» more FOGA 1994»

Predictive Models Using Fitness Distributions of Genetic Operators

13 years 10 months ago

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An important goal of the theory of genetic algorithms is to build predictive models of how well genetic algorithms are expected to perform, given a representation, a fitness lands...

John J. Grefenstette

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ICML
1995
IEEE

127views Machine Learning» more ICML 1995»

Removing the Genetics from the Standard Genetic Algorithm

14 years 10 months ago

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Shumeet Baluja, Rich Caruana

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EC
2002

228views ECommerce» more EC 2002»

Improved Sampling of the Pareto-Front in Multiobjective Genetic Optimizations by Steady-State Evolution: A Pareto Converging Gen

13 years 9 months ago

Download eprints.whiterose.ac.uk

Previous work on multiobjective genetic algorithms has been focused on preventing genetic drift and the issue of convergence has been given little attention. In this paper, we pre...

Rajeev Kumar, Peter Rockett

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STOC
2003
ACM

114views Algorithms» more STOC 2003»

Approximation algorithms for hierarchical location problems

14 years 9 months ago

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