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» Improving Exploration in UCT Using Local Manifolds
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AIPS
2008
15 years 1 months ago
Stochastic Enforced Hill-Climbing
Enforced hill-climbing is an effective deterministic hillclimbing technique that deals with local optima using breadth-first search (a process called "basin flooding"). ...
Jia-Hong Wu, Rajesh Kalyanam, Robert Givan
96
Voted
SAT
2010
Springer
158views Hardware» more  SAT 2010»
15 years 3 months ago
Dynamic Scoring Functions with Variable Expressions: New SLS Methods for Solving SAT
Abstract. We introduce a new conceptual model for representing and designing Stochastic Local Search (SLS) algorithms for the propositional satisfiability problem (SAT). Our model...
Dave A. D. Tompkins, Holger H. Hoos
GECCO
2003
Springer
142views Optimization» more  GECCO 2003»
15 years 4 months ago
Revisiting Elitism in Ant Colony Optimization
Ant Colony Optimization (ACO) has been applied successfully in solving the Traveling Salesman Problem. Marco Dorigo et al. used Ant System (AS) to explore the Symmetric Traveling S...
Tony White, Simon Kaegi, Terri Oda
92
Voted
ICML
2010
IEEE
15 years 6 days ago
Deep networks for robust visual recognition
Deep Belief Networks (DBNs) are hierarchical generative models which have been used successfully to model high dimensional visual data. However, they are not robust to common vari...
Yichuan Tang, Chris Eliasmith
AVSS
2006
IEEE
15 years 5 months ago
Real-Time Video Segmentation with VGA Resolution and Memory Bandwidth Reduction
This paper presents the implementation of a video segmentation unit used for embedded automated video surveillance systems. Various aspects of the underlying segmentation algorith...
Hongtu Jiang, Viktor Öwall, Håkan Ard&o...