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» Critical control of a genetic algorithm
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81
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GECCO
2007
Springer
119views Optimization» more  GECCO 2007»
15 years 6 months ago
Optimising the flow of experiments to a robot scientist with multi-objective evolutionary algorithms
A Robot Scientist is a physically implemented system that applies artificial intelligence to autonomously discover new knowledge through cycles of scientific experimentation. Ad...
Emma Byrne
93
Voted
ISPD
1998
ACM
97views Hardware» more  ISPD 1998»
15 years 4 months ago
Device-level early floorplanning algorithms for RF circuits
—High-frequency circuits are notoriously difficult to lay out because of the tight coupling between device-level placement and wiring. Given that successful electrical performan...
Mehmet Aktuna, Rob A. Rutenbar, L. Richard Carley
ASC
2007
15 years 18 days ago
Evolving an artificial neural network classifier for condition monitoring of rotating mechanical systems
We present the results of our investigation into the use of Genetic Algorithms (GAs) for identifying near optimal design parameters of diagnostic systems that are based on Artifici...
Abhinav Saxena, Ashraf Saad
95
Voted
CORR
2006
Springer
94views Education» more  CORR 2006»
15 years 15 days ago
Fitness Uniform Optimization
Abstract-- In evolutionary algorithms, the fitness of a population increases with time by mutating and recombining individuals and by a biased selection of more fit individuals. Th...
Marcus Hutter, Shane Legg
100
Voted
ACSC
2005
IEEE
15 years 6 months ago
A File Discovery Control Scheme for P2P File Sharing Applications in Wireless Mobile Environments
The mobility characteristic brings new challenges for research of P2P computing over the wireless mobile networking environment. Peers’ movements in wireless mobile network chan...
Chung-Ming Huang, Tz-Heng Hsu, Ming-Fa Hsu