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IFL
2005
Springer
107views Formal Methods» more  IFL 2005»
16 years 7 days ago
With-Loop Fusion for Data Locality and Parallelism
With-loops are versatile array comprehensions used in the functional array language SaC to implement universally applicable array operations. We describe the fusion of with-loops a...
Clemens Grelck, Karsten Hinckfuß, Sven-Bodo ...
GECCO
2004
Springer
16 years 4 days ago
Looking Under the EA Hood with Price's Equation
Abstract. In this paper we show how tools based on extensions of Price’s equation allow us to look inside production-level EAs to see how selection, representation, and reproduct...
Jeffrey K. Bassett, Mitchell A. Potter, Kenneth A....
GECCO
2004
Springer
16 years 4 days ago
Self Adaptation of Operator Rates in Evolutionary Algorithms
Abstract. This work introduces a new evolutionary algorithm that adapts the operator probabilities (rates) while evolves the solution of the problem. Each individual encodes its ge...
Jonatan Gomez
GECCO
2004
Springer
106views Optimization» more  GECCO 2004»
16 years 4 days ago
Run Transferable Libraries - Learning Functional Bias in Problem Domains
Abstract. This paper introduces the notion of Run Transferable Libraries, a mechanism to pass knowledge acquired in one GP run to another. We demonstrate that a system using these ...
Maarten Keijzer, Conor Ryan, Mike Cattolico
GECCO
2003
Springer
15 years 12 months ago
Coarse-Graining in Genetic Algorithms: Some Issues and Examples
Following the work of Stephens and coworkers on the coarse-grained dynamics of genetic systems, we work towards a possible generalisation in the context of genetic algorithms, givi...
Andrés Aguilar Contreras, Jonathan E. Rowe,...