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189
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GECCO
2004
Springer
116views Optimization» more  GECCO 2004»
16 years 26 days ago
Reducing Fitness Evaluations Using Clustering Techniques and Neural Network Ensembles
Abstract. In many real-world applications of evolutionary computation, it is essential to reduce the number of fitness evaluations. To this end, computationally efficient models c...
Yaochu Jin, Bernhard Sendhoff
GECCO
2004
Springer
117views Optimization» more  GECCO 2004»
16 years 26 days ago
Alternative Bloat Control Methods
Abstract. Bloat control is an important aspect of evolutionary computation methods, such as genetic programming, which must deal with genomes of arbitrary size. We introduce three ...
Liviu Panait, Sean Luke
183
Voted
GECCO
2004
Springer
113views Optimization» more  GECCO 2004»
16 years 26 days ago
Implications of Epigenetic Learning Via Modification of Histones on Performance of Genetic Programming
Extending the notion of inheritable genotype in genetic programming (GP) from the common model of DNA into chromatin (DNA and histones), we propose an approach of embedding in GP a...
Ivan Tanev, Kikuo Yuta
GI
2004
Springer
16 years 26 days ago
A Behavioural Approach for the Coordination of Open Source Software Intermediaries
: An interesting phenomenon in the open source software (OSS) market is the evolution of intermediaries, which provide services to the OSS community. A problem of this business mod...
Heinz Lothar Grob, Frank Bensberg, Firoz Kaderali
ISI
2004
Springer
16 years 25 days ago
Analyzing and Visualizing Criminal Network Dynamics: A Case Study
Dynamic criminal network analysis is important for national security but also very challenging. However, little research has been done in this area. In this paper we propose to use...
Jennifer Jie Xu, Byron Marshall, Siddharth Kaza, H...