Classification of acceptance criteria for the simulated annealing algorithm

Classification of acceptance criteria for the simulated annealing algorithm

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Article ID: iaor2004716
Country: United States
Volume: 22
Issue: 2
Start Page Number: 266
End Page Number: 275
Publication Date: May 1997
Journal: Mathematics of Operations Research
Authors:
Abstract:

We present a complete and explicit description of the class of all acceptance criteria for the simulated annealing algorithm that uniformly depend on the cost of the current and the candidate confirmation and that lead to detailed balance when combined with a symmetric generation matrix. Here the cost dependence is called uniform if it is expressed by one and the same function for all cost functions. As an important special case we identify the subclass consisting of those acceptance criteria that depend uniformly on the difference in cost. Furthermore, we present a simple characterization of the Metropolis and the Barker criterion.

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