(Enter summary)
Abstract: Automated problem solving is viewed typically as the
expenditure of computation to solve one or more problems
passed to a reasoning system. In response to each
problem received, effort is applied to generate a solution
and problem solving ends when the solution is
rendered. We discuss the notion of continual computation
that addresses a broader conception of problem
by considering the ideal use of the idle time between
problem instances. The time is used to develop solutions
proactively to... (Update)
Context of citations to this paper: More
...of opportunity cost is borrowed from economics. It has been used previously in meta level rea soning by Russell and Wefald [1991] Horvitz [1997] uses a similar notion to develop a model of continual computation in which idle time is used to solve anticipated future problems....
...the minimal quality over all problem instances by the deadline. Another application is the continual computation model developed by Horvitz [1997] in which an interactive system uses idle time in order to solve possible future problems. When the user interrupts the...
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0.5: An Inductive Learning Approach to Prognostic Prediction - Street, Mangasarian, Wolberg (1995)
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0.3: The Lumière Project: Bayesian User Modeling .. - Horvitz, Breese.. (1998)
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11: Optimal composition of real-time systems
- Zilberstein, Russell - 1996
10: Reasoning under varying and uncertain resource constraints
- Horvitz - 1988
10: Monitoring the progress of anytime problemsolving
- Hansen, Zilberstein - 1996
BibTeX entry: (Update)
E. Horvitz, Models of Continual Computation, AAAI-97: National Conference on Artificial Intelligence, Providence, Rhode Island, AAAI Press: Menlo Park, California. July 1997. 286-293 http: //research.microsoft.com/~horvitz/cc.htm http://citeseer.ist.psu.edu/article/horvitz97models.html More
@inproceedings{ horvitz97models,
author = "Eric Horvitz",
title = "Models of Continual Computation",
booktitle = "{AAAI}/{IAAI}",
pages = "286-293",
year = "1997",
url = "citeseer.ist.psu.edu/article/horvitz97models.html" }
Citations (may not include all citations):
85
Reasoning under varying and uncertain resource constraints
- Horvitz - 1988
42
Computation and Action Under Bounded Resources (context) - Horvitz - 1990
32
Display of information for time-critical decision making
- Horvitz, Barry - 1995
21
Ideal reformulation of belief networks (context) - Breese, Horvitz - 1990
7
Rational metareasoning and compilation for optimizing decisi.. (context) - Horvitz - 1989
5
Pattern-based interactive diagnosis of multiple disorders: T.. (context) - Ben-Bassat, Carlson et al. - 1980
3
Toward normative expert systems: Part (context) - expert, The et al. - 1992
2
Linear Programming and Extensions (context) - Artificial, -- - 1963
2
The computational complexity of bayesian inference using bay.. (context) - Cooper - 1990
1
Flexible strategies for computing information value in diagn.. (context) - Horvitz, Peot - 1996
1
Time-dependent utility and action under uncertainty (context) - Symposium, Computation et al. - 1991
1
Planning and Control (context) - NJ, Press et al. - 1991
1
and Cooper (context) - Shwe, Middleton et al. - 1991
1
Approximating probabilistic inference in Bayesian networks i.. (context) - Artificial, -- et al. - 1993
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