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CG
2000
Springer
14 years 2 months ago
A Least-Certainty Heuristic for Selective Search
: We present a new algorithm for selective search by iterative expansion of leaf nodes. The algorithm reasons with leaf evaluations in a way that leads to high confidence in the c...
Paul E. Utgoff, Richard P. Cochran
ECAI
2004
Springer
14 years 3 months ago
On-Line Search for Solving Markov Decision Processes via Heuristic Sampling
In the past, Markov Decision Processes (MDPs) have become a standard for solving problems of sequential decision under uncertainty. The usual request in this framework is the compu...
Laurent Péret, Frédérick Garc...
WISE
2009
Springer
14 years 4 months ago
Recommending Improvements to Web Applications Using Quality-Driven Heuristic Search
Planning out maintenance tasks to increase the quality of Web applications can be difficult for a manager. First, it is hard to evaluate the precise effect of a task on quality. S...
Stéphane Vaucher, Samuel Boclinville, Houar...
EWCBR
1994
Springer
14 years 2 months ago
Case-Based Reasoning for Multi-Step Problems and Its Integration with Heuristic Search
Theusual case-basedreasoningapproachassumesthat foreachgivenprobleminstanceit is necessaryto retrieve fromscratcha similarcasefromthe casebase.Therefore, anindexedmemorystmctareor...
Christian Reiser, Hermann Kaindl
AUSAI
2005
Springer
13 years 12 months ago
A Comparison of Evolutionary Methods for the Discovery of Local Search Heuristics
Abstract. Methods of adaptive constraint satisfaction have recently become of interest to overcome the limitations imposed on “black-box” search algorithms by the no free lunch...
Stuart Bain, John Thornton, Abdul Sattar