An expert system for setting parameters in machining processes

作者：

Highlights：

• An expert system is proposed made of an integration of intelligent systems.

• Symbolic regression alpha beta is used instead of genetic programming.

• Statistical metrics are used to validate the models generated.

• A model is chosen considering complexity and minimization of error.

• Setting of parameters is made using the model in an evolutionary algorithms.

摘要

•An expert system is proposed made of an integration of intelligent systems.•Symbolic regression alpha beta is used instead of genetic programming.•Statistical metrics are used to validate the models generated.•A model is chosen considering complexity and minimization of error.•Setting of parameters is made using the model in an evolutionary algorithms.

论文关键词：Expert systems,Symbolic regression,Processes modelling,Machining processes

论文评审过程：Available online 3 July 2013.

论文官网地址：https://doi.org/10.1016/j.eswa.2013.06.051