CONTROL PARAMETERS OF GENETIC ALGORITHM
POOL SIZE OF PLANS
The pool of plans is the set of the best plans used to extract a chromosome for the subsequent mutation.
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CHOICE OF MUTATION TYPE
A chromosome is composed of genes (batch-equipment pairs) that define the sequence of batch operations on equipment based on recipes. In the chromosome, the genes are organized into levels: each level groups all the genes whose equipment performs the same unit operation. In addition to the chromosome, which is the skeleton of a schedule, at the start of processing a pool of genes is defined, consisting of all possible genes based on the compatibility between the recipe of a batch and the equipment. For each processing cycle, it is possible to create a new chromosome by replacing a gene. This can be done in two ways:
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CHOICE OF MUTANT PLAN
The mutant plan is one of the plans elaborated belonging to the pool of the best plans based on fitness. From such plan, the chromosome is extracted, which is the set of pairs (batch, equipment) that will undergo the mutation of a gene.
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