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vleadadmin committed Jul 7, 2024
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1 change: 1 addition & 0 deletions README.md
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### README
6 changes: 6 additions & 0 deletions aim.md
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The objective of this experiment is to demonstrate different annealing strategies in the solutions to optimization problems using a Hopfield model. This is illustrated using the weighted matching problem as a case study.

The optimization is guided by the activation dynamics of a Hopfield network. The activation dynamics is guided by the energy surface defined by the activation states of the units in the Hopfield network. The three relaxation strategies studied are:
(a) Deterministic relaxation
(b) Stochastic relaxation
(c) Mean-field approximation
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