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Abstract: Constraint satisfaction problems, where values are sought for problem variables subject to restrictions on which combinations of values are acceptable, have many applications in artificial intelligence. Conventional learning methods acquire individual tuples of inconsistent values. These learning experiences can be generalized. We propose a model of generalized learning, based on inconsistency preserving mappings, which is sufficiently focused so as to be computationally cost effective. Rather... (Update)
Context of citations to this paper: More
...generalizing the framework to handle discrete domain constraint logic programs like CLP(FD) CC(FD) etc. Freuder and Wallace [Freuder and Wallace 95] extend the notion of the basic nogoods to use high level abstraction for generalizing the nogoods to higher level concepts,...
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BibTeX entry: (Update)
Freuder E.C. and Wallace R.J., "Generalizing inconsistency learning for constraint satisfaction", Proceedings of IJCAI-95 the Fourteenth International Joint Conference on Artificial Intelligence, C. Mellish, ed., Morgan Kaufmann. http://citeseer.ist.psu.edu/freuder95generalizing.html More
@inproceedings{ freuder95:generalizing:inp,
author={Eugene C. Freuder, Richard J. Wallace},
title={Generalizing Inconsistency Learning for Constraint Satisfaction},
booktitle={Proceedings of the Fourteenth International Joint Conference on Artificial
Intelligence},
year={1995},
month={August 20-25},
publisher={Morgan Kaufmann, 1995},
address={Montreal, Canada},
pages={563-571},
url={citeseer.ist.psu.edu/freuder95generalizing.html},
url={ftp://ftp.cs.unh.edu/pub/csp/Papers/ijcai95-ecf-rjw.ps.gz} }
Citations (may not include all citations):265 Increasing tree search efficiency for constraint satisfactio.. (context) - Haralick, Elliott - 1980
211 Hybrid algorithms for the constraint satisfaction problem (context) - Prosser - 1993
211 Enhancement schemes for constraint processing: backjumping (context) - Dechter - 1990
119 Contradicting conventional wisdom in constraint satisfaction - Sabin, Freuder - 1994
52 A filtering algorithm for constraints of difference in csps (context) - Regin - 1994
51 Dead-end driven learning - Frost, Dechter - 1994
48 Nogood recording for static and dynamic constraint satisfact.. - Schiex, Verfaillie - 1993
29 Abstraction via approximate symmetry - Ellman - 1993
18 Study of symmetry in constraint satisfaction problems - Benhamou - 1994
9 Reason Maintenance Systems and Their Applications (context) - Smith, Kelleher - 1988
6 Selective relaxation for constraint satisfaction problems (context) - Freuder, Wallace - 1991
3 On backtracking: A combinatorial description of the algorith.. (context) - Fillmore, Williamson - 1974
2 the satisfiability of symmetrical constraint satisfaction pr.. (context) - Puget - 1993
1 Utilizing subgraph isomorphism in constraint graphs (context) - Freuder - 1984
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Enhancements of Branch and Bound Methods for the Maximal.. - Wallace (1996) (Correct)
Ordering Heuristics for Arc Consistency Algorithms - Wallace, Freuder (1992) (Correct)
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