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AIPS
2009
13 years 11 months ago
Preferred Operators and Deferred Evaluation in Satisficing Planning
Heuristic forward search is the dominant approach to satisficing planning to date. Most successful planning systems, however, go beyond plain heuristic search by employing various...
Silvia Richter, Malte Helmert
EVOW
2005
Springer
14 years 3 months ago
Population Training Heuristics
This work describes a new way of employing problem-speciļ¬c heuristics to improve evolutionary algorithms: the Population Training Heuristic (PTH). The PTH employs heuristics in ļ...
Alexandre César Muniz de Oliveira, Luiz Ant...
FLAIRS
2007
14 years 9 days ago
Random Subsets Support Learning a Mixture of Heuristics
Problem solvers, both human and machine, have at their disposal many heuristics that may support effective search. The efficacy of these heuristics, however, varies with the probl...
Smiljana Petrovic, Susan L. Epstein
IRREGULAR
1995
Springer
14 years 1 months ago
Parallel Search for Combinatorial Optimization: Genetic Algorithms, Simulated Annealing, Tabu Search and GRASP
In this paper, we review parallel search techniques for approximating the global optimal solution of combinatorial optimization problems. Recent developments on parallel implementa...
Panos M. Pardalos, Leonidas S. Pitsoulis, Thelma D...
GECCO
2007
Springer
167views Optimization» more  GECCO 2007»
14 years 4 months ago
Genetically designed heuristics for the bin packing problem
The bin packing problem (BPP) is a real-world problem that arises in diļ¬€erent industrial applications related to minimization of space or time. The aim of this research is to au...
Oana Muntean