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CAINE
2003
15 years 3 months ago
A Genetic Algorithm for Clustering on Very Large Data Sets
Clustering is the process of subdividing an input data set into a desired number of subgroups so that members of the same subgroup are similar and members of different subgroups h...
Jim Gasvoda, Qin Ding
100
Voted
SODA
2004
ACM
110views Algorithms» more  SODA 2004»
15 years 3 months ago
Probabilistic analysis of knapsack core algorithms
We study the average-case performance of algorithms for the binary knapsack problem. Our focus lies on the analysis of so-called core algorithms, the predominant algorithmic conce...
René Beier, Berthold Vöcking
AAAI
1996
15 years 3 months ago
Easy and Hard Testbeds for Real-Time Search Algorithms
Although researchers have studied which factors influence the behavior of traditional search algorithms, currently not much is known about how domain properties influence the perf...
Sven Koenig, Reid G. Simmons
SODA
1996
ACM
95views Algorithms» more  SODA 1996»
15 years 3 months ago
RNC Algorithms for the Uniform Generation of Combinatorial Structures
We describe several RNC algorithms for generating graphs and subgraphs uniformly at random. For example, unlabelled undirected graphs are generated in O(lg3 n) time using O n2 lg3...
Michele Zito, Ida Pu, Martyn Amos, Alan Gibbons
100
Voted
IJCAI
1989
15 years 3 months ago
Rapid Retrieval Algorithms for Case-Based Reasoning
One of the major issues confronting case-based reasoning (CBR) is rapid retrieval of similar cases from a large case base. This paper describes three algorithms which address this...
Richard H. Stottler, Andrea L. Henke, James A. Kin...
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