2174 search results - page 233 / 435 » On the Brittleness of Evolutionary Algorithms |
177
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EC
2010
15 years 3 months ago
2010
The hypervolume indicator serves as a sorting criterion in many recent multi-objective evolutionary algorithms (MOEAs). Typical algorithms remove the solution with the smallest lo...
228
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ACIIDS
2012
IEEE
14 years 2 months ago
2012
IEEE
This paper introduces an improved evolutionary algorithm based on the Imperialist Competitive Algorithm (ICA), called Quad Countries Algorithm (QCA). The Imperialist Competitive Al...
140
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GECCO
2005
Springer
16 years 2 days ago
2005
Springer
The global search properties of heuristic search algorithms are not well understood. In this paper, we introduce a new metric, mobility, that quantifies the dispersion of local o...
181
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NICSO
2010
Springer
15 years 10 months ago
2010
Springer
t] Based on the mutation matrix formalism and past statistics of genetic algorithm, a Markov Chain transition probability matrix is introduced to provide a guided search for comple...
183
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GECCO
2009
Springer
15 years 4 months ago
2009
Springer
We deepen the theoretical analysis of the genetic algorithm for the all-pairs shortest path problem proposed by Doerr, Happ and Klein (GECCO 2008). We show that the growth of the ...