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» Evolutionary Search for Matrix Multiplication Algorithms
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FLAIRS
2001
14 years 16 days ago
Evolutionary Search for Matrix Multiplication Algorithms
This paperaddresses the problemof algorithm discovery, via evolutionarysearch, in the context of matrix multiplication. Thetraditional multiplicationalgorithm requiresO(n3) multip...
John F. Kolen, Phillip Bruce
ESANN
2004
14 years 17 days ago
Evolutionary tuning of multiple SVM parameters
The problem of model selection for support vector machines (SVMs) is considered. We propose an evolutionary approach to determine multiple SVM hyperparameters: The covariance matr...
Frauke Friedrichs, Christian Igel
CEC
2005
IEEE
14 years 4 months ago
Dynamic niching in evolution strategies with covariance matrix adaptation
Abstract- Evolutionary Algorithms (EAs) have the tendency to converge quickly into a single solution in the search space. However, many complex search problems require the identiï¬...
Ofer M. Shir, Thomas Bäck
EVOW
2006
Springer
14 years 2 months ago
Optimisation of Constant Matrix Multiplication Operation Hardware Using a Genetic Algorithm
Abstract. The efficient design of multiplierless implementations of constant matrix multipliers is challenged by the huge solution search spaces even for small scale problems. Prev...
Andrew Kinane, Valentin Muresan, Noel E. O'Connor
COMPGEOM
2006
ACM
14 years 5 months ago
Colored intersection searching via sparse rectangular matrix multiplication
In a Batched Colored Intersection Searching Problem (CI), one is given a set of n geometric objects (of a certain class). Each object is colored by one of c colors, and the goal i...
Haim Kaplan, Micha Sharir, Elad Verbin