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PPSN
1998
Springer
15 years 2 months ago
Integrated Facility Design Using an Evolutionary Approach with a Subordinate Network Algorithm
The facility design problem is a common one in manufacturing and service industries and has been studied extensively in the literature. However, restrictions on the scope of the de...
Bryan A. Norman, Alice E. Smith, Rifat Aykut Arapo...
GECCO
2010
Springer
195views Optimization» more  GECCO 2010»
15 years 1 months ago
GPU-based island model for evolutionary algorithms
The island model for evolutionary algorithms allows to delay the global convergence of the evolution process and encourage diversity. However, solving large size and time-intensiv...
Thé Van Luong, Nouredine Melab, El-Ghazali ...
GECCO
2006
Springer
129views Optimization» more  GECCO 2006»
15 years 1 months ago
Use of statistical outlier detection method in adaptive evolutionary algorithms
In this paper, the issue of adapting probabilities for Evolutionary Algorithm (EA) search operators is revisited. A framework is devised for distinguishing between measurements of...
James M. Whitacre, Q. Tuan Pham, Ruhul A. Sarker
AE
2003
Springer
15 years 1 months ago
ParaDisEO-Based Design of Parallel and Distributed Evolutionary Algorithms
ParaDisEO is a framework dedicated to the design of parallel and distributed metaheuristics including local search methods and evolutionary algorithms. This paper focuses on the la...
Sébastien Cahon, Nordine Melab, El-Ghazali ...
FLAIRS
2003
14 years 11 months ago
Sample Complexity of Real-Coded Evolutionary Algorithms
Researchers studying Evolutionary Algorithms and their applications have always been confronted with the sample complexity problem. The relationship between population size and gl...
Jian Zhang 0007, Xiaohui Yuan, Bill P. Buckles