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» Solving Hierarchical Optimization Problems Using MOEAs
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JUCS
2008
159views more  JUCS 2008»
14 years 9 months ago
Two Step Swarm Intelligence to Solve the Feature Selection Problem
: In this paper we propose a new approach to Swarm Intelligence called Two-Step Swarm Intelligence. The basic idea is to split the heuristic search performed by agents into two sta...
Yudel Gómez, Rafael Bello, Amilkar Puris, M...
SAB
2010
Springer
189views Optimization» more  SAB 2010»
14 years 7 months ago
TeXDYNA: Hierarchical Reinforcement Learning in Factored MDPs
Reinforcement learning is one of the main adaptive mechanisms that is both well documented in animal behaviour and giving rise to computational studies in animats and robots. In th...
Olga Kozlova, Olivier Sigaud, Christophe Meyer
COMPSAC
2002
IEEE
15 years 2 months ago
A File Naming Scheme Using Hierarchical-Keywords
In this paper, we propose a file naming scheme, called HK (Hierarchical-Keyword-based) naming. In file systems, hierarchical naming has been used for these several decades. As t...
Harumasa Tada, Osamu Honda, Masahiro Higuchi
66
Voted
CORR
2008
Springer
71views Education» more  CORR 2008»
14 years 9 months ago
Problem Solving and Complex Systems
The observation and modeling of natural Complex Systems (CSs) like the human nervous system, the evolution or the weather, allows the definition of special abilities and models re...
Frédéric Guinand, Yoann Pigné
JMLR
2012
13 years 5 days ago
Globally Optimizing Graph Partitioning Problems Using Message Passing
Graph partitioning algorithms play a central role in data analysis and machine learning. Most useful graph partitioning criteria correspond to optimizing a ratio between the cut a...
Elad Mezuman, Yair Weiss