732 search results - page 1 / 147 » Critical control of a genetic algorithm |
CORR
2010
Springer
13 years 4 months ago
2010
Springer
Based on speculations coming from statistical mechanics and the conjectured existence of critical states, I propose a simple heuristic in order to control the mutation probability...
GECCO
2007
Springer
13 years 10 months ago
2007
Springer
This paper introduces the concept of a critical backbone as a minimal set of variables or part of the solution necessary to be within the basin of attraction of the global optimum...
CEC
2005
IEEE
13 years 10 months ago
2005
IEEE
This paper proposes a genetic algorithm (GA) with random immigrants for dynamic optimization problems where the worst individual and its neighbours are replaced every generation. I...
GECCO
2008
Springer
13 years 5 months ago
2008
Springer
This paper demonstrates the effectiveness of genetic algorithms in training stable behavior in a model of the spinoneuromuscular system (SNMS). In particular, we test the stabili...
GECCO
2000
Springer
13 years 8 months ago
2000
Springer
Optimization of the control parameters of genetic algorithms is often a time consuming and tedious task. In this work we take the meta-level genetic algorithm approach to control ...