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» Dispersion-Based Population Initialization
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CEC
2005
IEEE
14 years 2 months ago
Effects of experience bias when seeding with prior results
Abstract- Seeding the population of an evolutionary algorithm with solutions from previous runs has proved to be useful when learning control strategies for agents operating in a c...
Mitchell A. Potter, R. Paul Wiegand, H. Joseph Blu...
ITRE
2005
IEEE
14 years 2 months ago
Structure learning of Bayesian networks using a semantic genetic algorithm-based approach
A Bayesian network model is a popular technique for data mining due to its intuitive interpretation. This paper presents a semantic genetic algorithm (SGA) to learn a complete qual...
Sachin Shetty, Min Song
AE
2005
Springer
14 years 2 months ago
Memetic Algorithms for the MinLA Problem
This paper presents a new Memetic Algorithm designed to compute near optimal solutions for the MinLA problem. It incorporates a highly specialized crossover operator, a fast MinLA ...
Eduardo Rodriguez-Tello, Jin-Kao Hao, Jose Torres-...
SEMWEB
2004
Springer
14 years 1 months ago
HCOME: A Tool-Supported Methodology for Engineering Living Ontologies
Abstract. The fast emergent areas of the Semantic Web and knowledge management push researchers to new efforts concerning ontology engineering. The development of ontologies must b...
Konstantinos Kotis, George A. Vouros, Jerón...
JCDL
2003
ACM
73views Education» more  JCDL 2003»
14 years 1 months ago
The Dienst-OAI Gateway
Though the Open Archive Initiative Protocol for Metadata Harvesting (OAI-PMH) is becoming the defacto standard for digital libraries, some of its predecessors are still in use. Al...
Terry L. Harrison, Michael L. Nelson, Mohammad Zub...