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» Parallelism and evolutionary algorithms
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155
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PPSN
2004
Springer
15 years 8 months ago
A Neuroevolutionary Approach to Emergent Task Decomposition
A scalable architecture to facilitate emergent (self-organized) task decomposition using neural networks and evolutionary algorithms is presented. Various control system architectu...
Jekanthan Thangavelautham, Gabriele M. T. D'Eleute...
125
Voted
GRID
2007
Springer
15 years 7 months ago
Multi-objective planning for workflow execution on Grids
Utility Grids create an infrastructure for enabling users to consume services transparently over a global network. When optimizing workflow execution on utility Grids, we need to c...
Jia Yu, Michael Kirley, Rajkumar Buyya
140
Voted
PPSN
2010
Springer
15 years 1 months ago
Tight Bounds for the Approximation Ratio of the Hypervolume Indicator
The hypervolume indicator is widely used to guide the search and to evaluate the performance of evolutionary multi-objective optimization algorithms. It measures the volume of the ...
Karl Bringmann, Tobias Friedrich
JSSPP
2009
Springer
15 years 10 months ago
Decentralized Grid Scheduling with Evolutionary Fuzzy Systems
In this paper, we address the problem of finding workload exchange policies for decentralized Computational Grids using an Evolutionary Fuzzy System. To this end, we establish a n...
Alexander Fölling, Christian Grimme, Joachim ...
154
Voted
PPSN
2010
Springer
15 years 1 months ago
Towards Analyzing Recombination Operators in Evolutionary Search
Recombination (also called crossover) operators are widely used in EAs to generate offspring solutions. Although the usefulness of recombination has been well recognized, theoretic...
Yang Yu, Chao Qian, Zhi-Hua Zhou