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Exact(6)
As a standard it uses the mutation operator based on the normal probability distribution.
We also define the potential objective function (POF) for the nodes and design a new mutation operator based on POF.
It will use a different crossover and mutation operator based on the characteristics of the segment gene and the node gene.
In order to do so, we introduce a variant of the differential evolution algorithm (DE) with a new mutation operator based on a topographical heuristic introduced in the early nineties, as part of a global optimization method.
To make full use of the characteristics of the problem itself, new crossover operator based on the machine and mutation operator based on the critical path were specifically designed.
The solution of an adaptive mutation operator based on the derivative of f with respect to generation allows for increased accuracy without the loss of speed.
Similar(54)
Adaptive mutation methods have ranged from individual gene-based mutations to Gaussian mutation operators based on the mean and the standard deviation of the Gaussian distribution.
Parents are selected for crossover and mutation operators based on crowded tournament selection operator.
Considering the prioritization of mutation operators, based on DCL R (o k ), presented in Table 5 (p. 16), we applied the mutation operators incrementally.
After non-dominant sorting and calculating crowding distance of each solution, the parents are ready for crossover and mutation operators based on selecting strategy.
The goal is to prioritize the order of applying the mutation operators based on increasing order by DCL R (o k ).
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