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CG
2000
Springer
15 years 8 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
15 years 9 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
15 years 10 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...
109
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EWCBR
1994
Springer
15 years 8 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
15 years 6 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