Therefore, procedures that decrease the sum of distances at each step cannot get trapped in a local optimum.
12.
The primal-dual approach can also be used to find local optimums in cases when f is non-convex.
13.
Later, when hopefully a very good local optimum has been found, it behaves in a manner similar to local optimization.
14.
And there may be multiple solutions, each of which has it's own local optimums near it's global optimum.
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When the temperature is high, simulated annealing performs almost random changes to the label placement, being able to escape a local optimum.
16.
Then the local search will operate using an augmented objective function, which is designed to bring the search out of the local optimum.
17.
Routines can be transferred to various contexts in a limited manner indicating that they can reflect local optimum solutions but not global best solutions.
18.
An evolving population typically climbs uphill in the fitness landscape, by a series of small genetic changes, until a local optimum is reached.
19.
When the given local search algorithm settles in a local optimum, GLS modifies the objective function using a specific scheme ( explained below ).
20.
:: : : : : : I don't believe we can guarantee that there is no local optimum which differs from the global optimum.
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