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CEC
2007
IEEE
14 years 3 months ago
A histogram-matching approach to the evolution of bin-packing strategies
Abstract— We present a novel algorithm for the onedimension offline bin packing problem with discrete item sizes based on the notion of matching the item-size histogram with the...
Riccardo Poli, John Woodward, Edmund K. Burke
CORR
2010
Springer
119views Education» more  CORR 2010»
13 years 9 months ago
Dynamic Policy Programming
In this paper, we consider the problem of planning and learning in the infinite-horizon discounted-reward Markov decision problems. We propose a novel iterative direct policysearc...
Mohammad Gheshlaghi Azar, Hilbert J. Kappen
GECCO
2003
Springer
126views Optimization» more  GECCO 2003»
14 years 2 months ago
Coevolution and Linear Genetic Programming for Visual Learning
In this paper, a novel genetically-inspired visual learning method is proposed. Given the training images, this general approach induces a sophisticated feature-based recognition s...
Krzysztof Krawiec, Bir Bhanu
ACL2
2006
ACM
14 years 2 months ago
Implementing a cost-aware evaluator for ACL2 expressions
One of ACL2’s most interesting features is that it is executable, so users can run the programs that they verify, and debug them during verification. In fact, the ACL2 implemen...
Ruben Gamboa, John R. Cowles
PPSN
2004
Springer
14 years 2 months ago
Optimization via Parameter Mapping with Genetic Programming
Abstract. This paper describes a new approach for parameter optimization that uses a novel representation for the parameters to be optimized. By using genetic programming, the new ...
João Carlos Figueira Pujol, Riccardo Poli