alexa Optimization by Simulated Annealing
Engineering

Engineering

Journal of Information Technology & Software Engineering

Author(s): S Kirkpatrick, C D Gelatt Jr, M P Vecchi

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There is a deep and useful connection between statistical mechanics (the behavior of systems with many degrees of freedom in thermal equilibrium at a finite temperature) and multivariate or combinatorial optimization (finding the minimum of a given function depending on many parameters). A detailed analogy with annealing in solids provides a framework for optimization of the properties of very large and complex systems. This connection to statistical mechanics exposes new information and provides an unfamiliar perspective on traditional optimization problems and methods.

This article was published in Science and referenced in Journal of Information Technology & Software Engineering

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