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96
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CEC
2007
IEEE
15 years 9 months ago
A simple genetic algorithm for music generation by means of algorithmic information theory
— Recent large scale experiments have shown that the Normalized Information Distance, an algorithmic information measure, is among the best similarity metrics for melody classiď¬...
Manuel Alfonseca, Manuel Cebrián, Alfonso O...
116
Voted
CEC
2007
IEEE
15 years 9 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
90
Voted
CEC
2007
IEEE
15 years 9 months ago
An investigation of hyper-heuristic search spaces
— Hyper-heuristics or “heuristics that coordinate heuristics” are fastly becoming popular for solving combinatorial optimisation problems. These methods do not search directl...
José Antonio Vázquez Rodrígue...
110
Voted
CEC
2007
IEEE
15 years 9 months ago
Comparing bio-inspired algorithms in constrained optimization problems
Abstract— This paper presents a comparison of four bioinspired algorithms (all seen as search engines) with a similar constraint-handling mechanism (Deb’s feasibility rules) to...
Efrén Mezura-Montes, Blanca Cecilia Lopez-R...
78
Voted
CEC
2007
IEEE
15 years 9 months ago
An ant-based algorithm for annular sorting
— We present an ant-based algorithm for spatially sorting objects into an annular structure. The model is minimal, as it requires only stochastic ant behaviour coupled with a phe...
Martyn Amos, Oliver Don