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» Evolving Quantum Circuits Using Genetic Algorithm
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68
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GECCO
2007
Springer
184views Optimization» more  GECCO 2007»
15 years 1 months ago
Evolving kernels for support vector machine classification
While support vector machines (SVMs) have shown great promise in supervised classification problems, researchers have had to rely on expert domain knowledge when choosing the SVM&...
Keith Sullivan, Sean Luke
80
Voted
EH
2003
IEEE
135views Hardware» more  EH 2003»
15 years 2 months ago
Towards Evolvable IP Cores for FPGAs
The paper deals with a new approach to the design of adaptive hardware using common Field Programmable Gate Arrays (FPGA). The ultimate aim is to develop evolvable IP (Intellectua...
Lukás Sekanina
77
Voted
ISPD
1998
ACM
97views Hardware» more  ISPD 1998»
15 years 1 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
IJCNN
2000
IEEE
15 years 1 months ago
Exploiting the Selfish Gene Algorithm for Evolving Cellular Automata
This paper shows an application in the field of Electronic CAD of the Selfish Gene algorithm, an evolutionary algorithm based on a recent interpretation of the Darwinian theory. Te...
Fulvio Corno, Matteo Sonza Reorda, Giovanni Squill...
64
Voted
GECCO
2007
Springer
283views Optimization» more  GECCO 2007»
15 years 3 months ago
Evolving Lucene search queries for text classification
We describe a method for generating accurate, compact, human understandable text classifiers. Text datasets are indexed using Apache Lucene and Genetic Programs are used to constr...
Laurence Hirsch, Robin Hirsch, Masoud Saeedi