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» Smoothed Analysis of Algorithms and Heuristics
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ECCC
2006
97views more  ECCC 2006»
14 years 10 months ago
Runtime Analysis of a Simple Ant Colony Optimization Algorithm
Ant Colony Optimization (ACO) has become quite popular in recent years. In contrast to many successful applications, the theoretical foundation of this randomized search heuristic...
Frank Neumann, Carsten Witt
SDM
2009
SIAM
251views Data Mining» more  SDM 2009»
15 years 7 months ago
High Performance Parallel/Distributed Biclustering Using Barycenter Heuristic.
Biclustering refers to simultaneous clustering of objects and their features. Use of biclustering is gaining momentum in areas such as text mining, gene expression analysis and co...
Alok N. Choudhary, Arifa Nisar, Waseem Ahmad, Wei-...
PUK
2000
14 years 11 months ago
Heuristic Search Planning with BDDs
Abstract. In this paper we study traditional and enhanced BDDbased exploration procedures capable of handling large planning problems. On the one hand, reachability analysis and mo...
Stefan Edelkamp
ICRA
2009
IEEE
100views Robotics» more  ICRA 2009»
15 years 4 months ago
Theoretical analysis of three bio-inspired plume tracking algorithms
— We derive the theoretical performance of three bio-inspired odor source localization algorithms (casting, surgespiral and surge-cast) in laminar wind flow. Based on the geomet...
Thomas Lochmatter, Alcherio Martinoli
JMLR
2010
194views more  JMLR 2010»
14 years 4 months ago
A Statistical Implicative Analysis Based Algorithm and MMPC Algorithm for Detecting Multiple Dependencies
Discovering the dependencies among the variables of a domain from examples is an important problem in optimization. Many methods have been proposed for this purpose, but few large...
Elham Salehi, Jayashree Nyayachavadi, Robin Gras