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» Evolving Heuristics for Planning
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CEC
2007
IEEE
15 years 6 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
AAAI
2007
15 years 2 months ago
Model-lite Planning for the Web Age Masses: The Challenges of Planning with Incomplete and Evolving Domain Models
The automated planning community has traditionally focused on the efficient synthesis of plans given a complete domain theory. In the past several years, this line of work met wi...
Subbarao Kambhampati
IJCAI
2001
15 years 1 months ago
Local Search Topology in Planning Benchmarks: An Empirical Analysis
Many state-of-the-art heuristic planners derive their heuristic function by relaxing the planning task at hand, where the relaxation is to assume that all delete lists are empty. ...
Jörg Hoffmann