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175
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GECCO
2007
Springer
16 years 1 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...
223
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GECCO
2007
Springer
16 years 1 months ago
2007
Springer
In this paper, we borrow the concept of reference direction approach from the multi-criterion decision-making literature and combine it with an EMO procedure to develop an algorit...
200
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GECCO
2007
Springer
16 years 1 months ago
2007
Springer
Generating a random sampling of program trees with specified function and terminal sets is the initial step of many program evolution systems. I present a theoretical and experim...
209
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GECCO
2007
Springer
16 years 1 months ago
2007
Springer
In this paper we propose an agent-based model of evolutionary algorithms (EAs) which extends seamlessly from concurrent single-host to distributed multi-host installations. Since ...
185
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GECCO
2007
Springer
16 years 1 months ago
2007
Springer
A survey of niching algorithms, based on 5 variants of derandomized Evolution Strategies (ES), is introduced. This set of niching algorithms, ranging from the very first derandom...