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GMAW requires only that the operator guide the welding gun with proper position and orientation along the area being welded.
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He resuscitated the baby as a 911 operator guided him over his cellphone.
It consists of a pole arm, or bar, which has a weight at one end, and a tracer arm, the end of which has a point that the operator guides around the boundary of the area in question.
Gong et al. have put forward an effective crossover operator guided by preferred regions in [27].
In particular, we focus on the mutation operator guided by preferred regions, which will be expounded in "Adaptive Gaussian mutation guided by preferred regions" section.
Motivated by the above consideration, we develop an adaptive Gaussian mutation operator guided by preferred regions to enhance the exploitation capability of the algorithm.
Authors in [36] introduced a mutation operator guided by preferred regions to enhance the performance of an existing set-based evolutionary many-objective optimization algorithm.
We adopt the crossover operator guided by preferred regions proposed in [27], which utilizes the guidance of individuals inside the preferred region to individuals outside the preferred region.
The set-based EA that integrates preferences combined with the proposed mutation operator guided by preferred regions is called PSEA-m.
In this paper, we propose a mutation operator guided by preferred regions to improve an existing set-based evolutionary many-objective optimization algorithm that integrates preferences.
Following the above motivation, in this paper we develop a new mutation operator guided by preferred regions based on the study of Gong et al. [27].
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