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» A New Parallel Genetic Algorithm
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DATESO
2007
134views Database» more  DATESO 2007»
13 years 10 months ago
Genetic Algorithms in Syllable-Based Text Compression
Abstract. Syllable based text compression is a new approach to compression by symbols. In this concept syllables are used as the compression symbols instead of the more common char...
Tomas Kuthan, Jan Lansky
JAMDS
2002
155views more  JAMDS 2002»
13 years 8 months ago
A new heuristic for the quadratic assignment problem
We propose a new heuristic for the solution of the quadratic assignment problem. The heuristic combines ideas from tabu search and genetic algorithms. Run times are very short comp...
Zvi Drezner
GECCO
2004
Springer
106views Optimization» more  GECCO 2004»
14 years 2 months ago
Mutation Rates in the Context of Hybrid Genetic Algorithms
Traditionally, the mutation rates of genetic algorithms are fixed or decrease over the generations. Although it seems to be reasonable for classical genetic algorithms, it may not...
Seung-Hee Bae, Byung Ro Moon
CORR
2010
Springer
153views Education» more  CORR 2010»
13 years 9 months ago
GraphLab: A New Framework for Parallel Machine Learning
Designing and implementing efficient, provably correct parallel machine learning (ML) algorithms is challenging. Existing high-level parallel abstractions like MapReduce are insuf...
Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny B...
EUSFLAT
2009
152views Fuzzy Logic» more  EUSFLAT 2009»
13 years 6 months ago
Learning Fuzzy Rule Based Classifier in High Performance Computing Environment
-- An approach to estimate the number of rules by spectral analysis of the training dataset has been recently proposed [1]. This work presents an analysis of such a method in high ...
Vinicius da F. Vieira, Alexandre Evsukoff, Beatriz...