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» A Portfolio Approach to Algorithm Selection
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MICAI
2007
Springer
16 years 18 days ago
Handling Constraints in Particle Swarm Optimization Using a Small Population Size
This paper presents a particle swarm optimizer for solving constrained optimization problems which adopts a very small population size (five particles). The proposed approach uses...
Juan Carlos Fuentes Cabrera, Carlos A. Coello Coel...
KDD
1994
ACM
98views Data Mining» more  KDD 1994»
15 years 10 months ago
Rule Induction for Semantic Query Optimization
Semantic query optimization can dramatically speed up database query answering by knowledge intensive reformulation. But the problem of how to learn required semantic rules has no...
Chun-Nan Hsu, Craig A. Knoblock
ECIR
2003
Springer
15 years 7 months ago
Attaining Fast and Successful Searches in E-commerce Environments
Current online stores suffer from a cardinal problem. There are too many products to offer, and customers find themselves lost due to the vast selection. As opposed to traditional ...
Raz Lin, Sarit Kraus, Jeffrey D. Tew
EVOW
2008
Springer
15 years 8 months ago
Improving the Performance of Hierarchical Classification with Swarm Intelligence
In this paper we propose a new method to improve the performance of hierarchical classification. We use a swarm intelligence algorithm to select the type of classification algorith...
Nicholas Holden, Alex Alves Freitas
CEC
2007
IEEE
16 years 24 days ago
Directed intervention crossover applied to bio-control scheduling
—This paper describes two directed intervention crossover approaches that are applied to a bio-control dynamic system. Unlike traditional uniform crossover, both the Calculated E...
Paul M. Godley, David E. Cairns, Julie Cowie