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TEC
2002
128views more  TEC 2002»
13 years 5 months ago
A framework for evolutionary optimization with approximate fitness functions
It is not unusual that an approximate model is needed for fitness evaluation in evolutionary computation. In this case, the convergence properties of the evolutionary algorithm are...
Yaochu Jin, Markus Olhofer, Bernhard Sendhoff
CF
2010
ACM
13 years 11 months ago
Exposing parallelism and locality in a runtime parallel optimization framework
Runtime parallel optimization has been suggested as a means to overcome the difficulties of parallel programming. For runtime parallel optimization to be effective, parallelism a...
David A. Penry, Daniel J. Richins, Tyler S. Harris...
POPL
2007
ACM
14 years 6 months ago
Cost semantics for space usage in a parallel language
We describe a framework for better understanding scheduling policies for fine-grained parallel computations and their effect on space usage. We define a profiling semantics that c...
Daniel Spoonhower
PREMI
2005
Springer
13 years 11 months ago
Parallel Island Model for Attribute Reduction
Abstract. We develop a framework for parallel computation of the optimal rough set decision reducts from data. We adapt the island model for evolutionary computing. The idea is to ...
Mohammad M. Rahman, Dominik Slezak, Jakub Wroblews...
LCPC
2005
Springer
13 years 11 months ago
Testing Speculative Work in a Lazy/Eager Parallel Functional Language
Eden is a parallel extension of the functional language Haskell. Eden inherits from Haskell its laziness, which allows it to avoid unnecessary computations. However, in order to en...
Alberto de la Encina, Ismael Rodríguez, Fer...