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» Self-Organization by Optimizing Free-Energy
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ESANN
2003
14 years 6 days ago
Self-Organization by Optimizing Free-Energy
Jakob J. Verbeek, Nikos A. Vlassis, Ben J. A. Kr&o...
UAI
2008
14 years 7 days ago
Convergent Message-Passing Algorithms for Inference over General Graphs with Convex Free Energies
Inference problems in graphical models can be represented as a constrained optimization of a free energy function. It is known that when the Bethe free energy is used, the fixedpo...
Tamir Hazan, Amnon Shashua
IWANN
2007
Springer
14 years 5 months ago
Speeding Up the Dissimilarity Self-Organizing Maps by Branch and Bound
Abstract. This paper proposes to apply the branch and bound principle from combinatorial optimization to the Dissimilarity Self-Organizing Map (DSOM), a variant of the SOM that can...
Brieuc Conan-Guez, Fabrice Rossi
IPPS
2003
IEEE
14 years 4 months ago
Gene Clustering Using Self-Organizing Maps and Particle Swarm Optimization
Gene clustering, the process of grouping related genes in the same cluster, is at the foundation of different genomic studies that aim at analyzing the function of genes. Microarr...
Xiang Xiao, Ernst R. Dow, Russell C. Eberhart, Zin...
WSC
2007
14 years 1 months ago
Self organized UAV swarm planning optimization for search and destroy using SWARMFARE simulation
As military interest continues to grow for Unmanned Aerial Vehicle (UAV) capabilities, the Air Force is exploring UAV autonomous control, mission planning and optimization techniq...
Dustin J. Nowak, Ian C. Price, Gary B. Lamont