Approximating MAPs for belief networks is NP-hard and other theorems

Genetic algorithms in search, optimization, and machine learning

Choice Reviews Online · 1989 · 49.3K citations

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Optimization by Simulated Annealing

Scott Kirkpatrick, C. D. Gelatt, M.P. Vecchi · Science · 1983 · 44.6K citations

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Local Computations with Probabilities on Graphical Structures and Their Application to Expert Systems

Steffen L. Lauritzen, David J. Spiegelhalter · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1988 · 4K citations

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Fusion, propagation, and structuring in belief networks

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Introduction to artificial neural systems

D.E. Nelson, Jun Wang · Neurocomputing · 1992 · 2K citations

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