TY - JOUR TI - Optimization by Simulated Annealing AU - Scott Kirkpatrick AU - C. D. Gelatt AU - M.P. Vecchi PY - 1983 JO - Science DO - 10.1126/science.220.4598.671 UR - https://doi.org/10.1126/science.220.4598.671 AB - 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. ER -