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1.7.3 Constraints

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The limitation will not be offset in the case of a GA by ensuring that the search algorithm does not traverse a non-feasible field by directly inserting the method limitations into the search direction. In the case of GA, limits are handled either using sanctions or by excluding ineffective chromosomes. This second approach should be implemented with care to prevent solutions from being rejected at the edge of a feasible field, where the solution is controlled by active limitations. However, side restrictions may also be added, for example, minimum gauges.

Handbook on Intelligent Healthcare Analytics

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