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» Foundations of Information Theory
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GECCO
2006
Springer
130views Optimization» more  GECCO 2006»
15 years 1 months ago
Ensemble selection for evolutionary learning using information theory and price's theorem
This paper presents an information theoretic perspective on design and analysis of evolutionary algorithms. Indicators of solution quality are developed and applied not only to in...
Stuart W. Card, Chilukuri K. Mohan
CEC
2007
IEEE
15 years 4 months ago
A simple genetic algorithm for music generation by means of algorithmic information theory
— Recent large scale experiments have shown that the Normalized Information Distance, an algorithmic information measure, is among the best similarity metrics for melody classi...
Manuel Alfonseca, Manuel Cebrián, Alfonso O...
ICRA
2005
IEEE
143views Robotics» more  ICRA 2005»
15 years 3 months ago
Cooperative Multi-Robot Systems A study of Vision-based 3-D Mapping using Information Theory
Building cooperatively 3-D maps of unknown environments is one of the application fields of multi-robot systems. This article addressesthatproblemthroughaprobabilisticapproachbas...
Rui Rocha, Jorge Dias, Adriano Carvalho
NIPS
2003
14 years 11 months ago
Design of Experiments via Information Theory
We discuss an idea for collecting data in a relatively efficient manner. Our point of view is Bayesian and information-theoretic: on any given trial, we want to adaptively choose...
Liam Paninski
CHI
2011
ACM
14 years 1 months ago
Informing decisions: how people use online rating information to make choices
In this paper we investigate how people use online rating information to inform decision making. We examine whether a theory of searching for information to discriminate between a...
Stelios Lelis, Andrew Howes