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» Computational complexity and evolutionary computation
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ECAL
2001
Springer
15 years 10 months ago
The Survival of the Smallest: Stability Conditions for the Cultural Evolution of Compositional Language
Abstract. Recent work in the field of computational evolutionary linguistics suggests that the dynamics arising from the cultural evolution of language can explain the emergence o...
Henry Brighton, Simon Kirby
PPSN
1992
Springer
15 years 10 months ago
Non-Linear Genetic Representations
The limitations of linear chromosomes and conventional recombination operators are reviewed. It is argued that there are at least three classes of problems for which such represen...
Nicholas J. Radcliffe
CEC
2010
IEEE
15 years 6 months ago
Parallel hybrid evolutionary algorithms on GPU
Abstract— Over the last years, interest in hybrid metaheuristics has risen considerably in the field of optimization. Combinations of methods such as evolutionary algorithms and...
Thé Van Luong, Nouredine Melab, El-Ghazali ...
ICNC
2005
Springer
15 years 11 months ago
On Evolutionary Optimization of Large Problems Using Small Populations
Abstract. Small populations are very desirable for reducing the required computational resources in evolutionary optimization of complex real-world problems. Unfortunately, the sea...
Yaochu Jin, Markus Olhofer, Bernhard Sendhoff
ICANNGA
2009
Springer
212views Algorithms» more  ICANNGA 2009»
16 years 15 days ago
Evolutionary Regression Modeling with Active Learning: An Application to Rainfall Runoff Modeling
Many complex, real world phenomena are difficult to study directly using controlled experiments. Instead, the use of computer simulations has become commonplace as a feasible alte...
Ivo Couckuyt, Dirk Gorissen, Hamed Rouhani, Eric L...