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» On the Evolution of Evolutionary Algorithms
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ESCIENCE
2006
IEEE
16 years 1 days ago
Niching for Population-Based Ant Colony Optimization
Most Ant Colony Optimization (ACO) algorithms are able to find a single (or few) optimal, or near-optimal, solutions to difficult (NP-hard) problems. An issue though is that a s...
Daniel Angus
GECCO
2005
Springer
127views Optimization» more  GECCO 2005»
15 years 11 months ago
Identifying valid solutions for the inference of regulatory networks
In this paper, we address the problem of finding gene regulatory networks from experimental DNA microarray data. The problem often is multi-modal and therefore appropriate optimi...
Christian Spieth, Felix Streichert, Nora Speer, An...
WABI
2005
Springer
15 years 11 months ago
Minimum Recombination Histories by Branch and Bound
Recombination plays an important role in creating genetic diversity within species, and inferring past recombination events is central to many problems in genetics. Given a set M o...
Rune B. Lyngsø, Yun S. Song, Jotun Hein
GECCO
2003
Springer
15 years 11 months ago
Selection in the Presence of Noise
For noisy optimization problems, there is generally a trade-off between the effort spent to reduce the noise (in order to allow the optimization algorithm to run properly), and t...
Jürgen Branke, Christian Schmidt 0002
GECCO
2003
Springer
106views Optimization» more  GECCO 2003»
15 years 11 months ago
Exploring the Explorative Advantage of the Cooperative Coevolutionary (1+1) EA
Abstract. Using a well-known cooperative coevolutionary function optimization framework, a very simple cooperative coevolutionary (1+1) EA is defined. This algorithm is investigat...
Thomas Jansen, R. Paul Wiegand