2174 search results - page 286 / 435 » On the Brittleness of Evolutionary Algorithms |
169
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EVOW
2004
Springer
15 years 12 months ago
2004
Springer
Abstract. The implementation of an evolutionary algorithm necessarily involves the selection of an appropriate set of genetic operators. For many real-world problem domains, an inc...
204
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GECCO
2010
Springer
15 years 11 months ago
2010
Springer
Differential evolution (DE) is a simple yet powerful evolutionary algorithm for global numerical optimization. Different strategies have been proposed for the offspring generation...
183
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GECCO
2009
Springer
15 years 11 months ago
2009
Springer
The Vehicle Routing Problem can be seen as a fusion of two well known combinatorial problems, the Travelling Salesman Problem and Bin Packing Problem. It has several variants, the...
178
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GECCO
2009
Springer
15 years 10 months ago
2009
Springer
When evaluating a heuristic for a combinatorial problem, randomly generated instances of the problem may not provide a thorough exploration of the heuristic's performance, an...
163
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AAAI
2008
15 years 8 months ago
2008
An important feature of many problem domains in machine learning is their geometry. For example, adjacency relationships, symmetries, and Cartesian coordinates are essential to an...