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PPSN
2004
Springer
13 years 10 months ago
Robust Parallel Genetic Algorithms with Re-initialisation
The influence of different parallel genetic algorithm (PGA) architectures on the GA convergence properties is analysed. Next, two proposed versions of these PGA architectures are c...
Ivan Sekaj
EVOW
2010
Springer
13 years 8 months ago
Parallel Genetic Algorithm on the CUDA Architecture
Abstract. This paper deals with the mapping of the parallel islandbased genetic algorithm with unidirectional ring migrations to nVidia CUDA software model. The proposed mapping is...
Petr Pospichal, Jirí Jaros, Josef Schwarz
JCB
2000
129views more  JCB 2000»
13 years 4 months ago
Prediction of RNA Base Pairing Probabilities on Massively Parallel Computers
We present an implementation of McCaskill's algorithm for computing the base pair probabilities of an RNA molecule for massively parallel message passing architectures. The p...
Martin Fekete, Ivo L. Hofacker, Peter F. Stadler
ASAP
2006
IEEE
169views Hardware» more  ASAP 2006»
13 years 11 months ago
A Design Methodology for Hardware Acceleration of Adaptive Filter Algorithms in Image Processing
Massively parallel processor array architectures can be used as hardware accelerators for a plenty of dataflow dominant applications. Bilateral filtering is an example of a stat...
Hritam Dutta, Frank Hannig, Jürgen Teich, Ben...
GECCO
2007
Springer
155views Optimization» more  GECCO 2007»
13 years 11 months ago
Towards billion-bit optimization via a parallel estimation of distribution algorithm
This paper presents a highly efficient, fully parallelized implementation of the compact genetic algorithm (cGA) to solve very large scale problems with millions to billions of va...
Kumara Sastry, David E. Goldberg, Xavier Llor&agra...