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145
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IWANN
2009
Springer
16 years 1 months ago
2009
Springer
This paper proposes a new evolutionary method for generating ANNs. In this method, a simple real-number string is used to codify both architecture and weights of the networks. Ther...
161
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CEC
2007
IEEE
16 years 26 days ago
2007
IEEE
— Hornby’s Age-Layered Population Structure claims to reduce premature convergence in Evolutionary Algorithms. We provide the first evaluation of ALPS on a realworld problem ...
215
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AE
2007
Springer
16 years 22 days ago
2007
Springer
The work presented in this paper is part of the development of a robotic system able to learn context dependent visual clues to navigate in its environment. We focus on the obstacl...
152
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MICAI
2007
Springer
16 years 20 days ago
2007
Springer
This paper presents a particle swarm optimizer for solving constrained optimization problems which adopts a very small population size (five particles). The proposed approach uses...
189
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ESCIENCE
2006
IEEE
16 years 17 days ago
2006
IEEE
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...