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EUROGP
2005
Springer
15 years 7 months ago
2005
Springer
We describe an approach to understanding evolved programs for a real world object detection problem, that of finding orthodontic landmarks in cranio-facial X-Rays. The approach in...
89
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IJCAI
1993
15 years 3 months ago
1993
We introduce a new approach to GA (Genetic Algorithms) based problem solving. Earlier GAs did not contain local search (i.e. hill climbing) mechanisms, which led to optimization d...
123
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EVOW
2001
Springer
15 years 6 months ago
2001
Springer
This paper presents a new heuristic algorithm for the graph coloring problem based on a combination of genetic algorithms and simulated annealing. Our algorithm exploits a novel cr...
GECCO
2008
Springer
15 years 2 months ago
2008
Springer
We show that the natural evolutionary algorithm for the all-pairs shortest path problem is significantly faster with a crossover operator than without. This is the first theoret...
CEC
2009
IEEE
15 years 8 months ago
2009
IEEE
—Despite the wide-spread popularity of estimation of distribution algorithms (EDAs), there has been no theoretical proof that there exist optimisation problems where EDAs perform...