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138
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GECCO
2006
Springer
15 years 10 months ago
2006
Springer
An algorithm independent metric is introduced that measures the dispersion of a uniform random sample drawn from the top ranked percentiles of the search space. A low dispersion f...
160
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NIPS
2007
15 years 7 months ago
2007
We present a novel linear clustering framework (DIFFRAC) which relies on a linear discriminative cost function and a convex relaxation of a combinatorial optimization problem. The...
146
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GECCO
2008
Springer
15 years 7 months ago
2008
Springer
We investigated how indexed FOR-loops, such as the ones found in procedural programming languages, can be implemented in genetic programming. We use them to train programs that le...
139
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GECCO
2008
Springer
15 years 7 months ago
2008
Springer
This paper describes a speciation method that allows an evolutionary process to learn several robot behaviors using a single execution. Species are created in behavioral space in ...
144
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GECCO
2008
Springer
15 years 7 months ago
2008
Springer
Our previous work has introduced a hyperheuristic (HH) approach based on Genetic Programming (GP). There, GP employs usergiven languages where domain-specific local heuristics ar...