What does simulated annealing mean?
Definitions for simulated annealing
sim·u·lated an·neal·ing
This dictionary definitions page includes all the possible meanings, example usage and translations of the word simulated annealing.
Wiktionary
simulated annealingnoun
A randomized improvement algorithm, analagous to the metalworking process annealing.
Wikidata
Simulated annealing
Simulated annealing is a generic probabilistic metaheuristic for the global optimization problem of locating a good approximation to the global optimum of a given function in a large search space. It is often used when the search space is discrete. For certain problems, simulated annealing may be more efficient than exhaustive enumeration — provided that the goal is merely to find an acceptably good solution in a fixed amount of time, rather than the best possible solution. The name and inspiration come from annealing in metallurgy, a technique involving heating and controlled cooling of a material to increase the size of its crystals and reduce their defects, both are attributes of the material that depend on its thermodynamic free energy. Heating and cooling the material affects both the temperature and the thermodynamic free energy. While the same amount of cooling brings the same amount of decrease in temperature it will bring a bigger or smaller decrease in the thermodynamic free energy depending on the rate that it occurs, with a slower rate producing a bigger decrease. This notion of slow cooling is implemented in the Simulated Annealing algorithm as a slow decrease in the probability of accepting worse solutions as it explores the solution space. Accepting worse solutions is a fundamental property of metaheuristics because it allows for a more extensive search for the optimal solution.
Numerology
Chaldean Numerology
The numerical value of simulated annealing in Chaldean Numerology is: 6
Pythagorean Numerology
The numerical value of simulated annealing in Pythagorean Numerology is: 1
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"simulated annealing." Definitions.net. STANDS4 LLC, 2024. Web. 28 Apr. 2024. <https://www.definitions.net/definition/simulated+annealing>.
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