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AIIA
2007
Springer
14 years 18 days ago
Trip Around the HMPerceptron Algorithm: Empirical Findings and Theoretical Tenets
Abstract. In a recent work we have carried out CarpeDiem, a novel algorithm for the fast evaluation of Supervised Sequential Learning (SSL) classifiers. In this paper we point out...
Roberto Esposito, Daniele P. Radicioni
GEM
2008
14 years 6 days ago
Evaluating a Parallel Evolutionary Algorithm on the Chess Endgame Problem
Classifying the endgame positions in Chess can be challenging for humans and is known to be a difficult task in machine learning. An evolutionary algorithm would seem to be the ide...
Wayne Iba, Kelsey Marshman, Benjamin Fisk
CIIT
2004
102views Communications» more  CIIT 2004»
14 years 5 days ago
A swarm intelligence routing algorithm for MANETs
This paper presents a novel swarm intelligence inspired routing algorithm (EARA) for mobile ad hoc networks. Based on the understanding of the evolutionary cooperation in the biol...
Zhenyu Liu, Marta Z. Kwiatkowska, Costas C. Consta...
CORR
2010
Springer
182views Education» more  CORR 2010»
13 years 11 months ago
SPOT: An R Package For Automatic and Interactive Tuning of Optimization Algorithms by Sequential Parameter Optimization
The sequential parameter optimization (spot) package for R (R Development Core Team, 2008) is a toolbox for tuning and understanding simulation and optimization algorithms. Model-...
Thomas Bartz-Beielstein
CDC
2010
IEEE
100views Control Systems» more  CDC 2010»
13 years 5 months ago
A resistance-based approach to consensus algorithm performance analysis
Abstract-We study the well known linear consensus algorithm by means of a LQ-type performance cost. We want to understand how the communication topology influences this algorithm. ...
Federica Garin, Enrico Lovisari, Sandro Zampieri