TERMIUM Plus®

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SIMULATED ANNEALING [1 record]

Record 1 2023-10-31

English

Subject field(s)
  • Information Processing (Informatics)
  • Artificial Intelligence
CONT

Simulated annealing is a method for solving unconstrained and bound-constrained optimization problems. The method models the physical process of heating a material and then slowly lowering [its] temperature to decrease defects, thus minimizing the system energy.

OBS

The network is taken to a high temperature and then cooled [according to] an annealing schedule. As [the temperature value] approaches zero, the network becomes deterministic.

French

Domaine(s)
  • Traitement de l'information (Informatique)
  • Intelligence artificielle
CONT

Le recuit simulé est une méthode empirique inspirée d'un processus utilisé en métallurgie (appelé le recuit) où, pour atteindre les états de basse énergie d'un solide, on chauffe celui-ci jusqu'à des températures élevées [...] avant de le laisser refroidir lentement.

CONT

L'idée du recuit simulé est de fixer [la] température de contrôle à une valeur élevée au départ [...] afin que le système explore beaucoup d'états. Lorsque le système semble stabilisé, on abaisse cette température.

Spanish

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