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EC
2002
146views ECommerce» more  EC 2002»
13 years 10 months ago
Evolving Neural Network through Augmenting Topologies
Kenneth O. Stanley, Risto Miikkulainen
EC
2002
111views ECommerce» more  EC 2002»
13 years 10 months ago
Fitness Landscapes and Evolvability
In this paper, we develop techniques based on evolvability statistics of the fitness landscape surrounding sampled solutions. Averaging the measures over a sample of equal fitness...
Tom Smith, Phil Husbands, Paul J. Layzell, Michael...
EC
2002
121views ECommerce» more  EC 2002»
13 years 10 months ago
Group Properties of Crossover and Mutation
It is supposed that the finite search space has certain symmetries which can be described in terms of a group of permutations acting upon it. If crossover and mutation respect th...
Jonathan E. Rowe, Michael D. Vose, Alden H. Wright
EC
2002
165views ECommerce» more  EC 2002»
13 years 10 months ago
Evolutionary Algorithms for the Satisfiability Problem
Several evolutionary algorithms have been proposed for the satisfiability problem. We review the solution representations suggested in literature and choose the most promising one...
Jens Gottlieb, Elena Marchiori, Claudio Rossi
EC
2002
180views ECommerce» more  EC 2002»
13 years 10 months ago
Combining Convergence and Diversity in Evolutionary Multiobjective Optimization
Over the past few years, the research on evolutionary algorithms has demonstrated their niche in solving multiobjective optimization problems, where the goal is to nd a number of ...
Marco Laumanns, Lothar Thiele, Kalyanmoy Deb, Ecka...
EC
2002
228views ECommerce» more  EC 2002»
13 years 10 months ago
Improved Sampling of the Pareto-Front in Multiobjective Genetic Optimizations by Steady-State Evolution: A Pareto Converging Gen
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