Abstract
At present, machine learning artificial neural network technology, as one of the core technologies of enterprises, has received unprecedented attention. This technology is widely used in automatic driving, pattern recognition, teaching aid, product modeling, and other fields. According to the development of product design, this paper analyzes the factors that affect the decision-making of product design. The neural network optimized by genetic algorithm is studied, and the technical analysis of neural network algorithm before and after optimization is mainly carried out. The basic process of product modeling design model based on image processing under the background of big data is introduced. The multidirectional group decision-making model of product modeling design scheme in big data cloud environment is constructed. The final decision model can improve the overall design efficiency, shorten the manufacturing period, and provide a new idea for product modeling design.
Highlights
Ming HuReceived 30 June 2021; Revised 10 July 2021; Accepted 19 July 2021; Published 30 July 2021
With the change of the times and the development of economy, the upgrading speed of products in various fields is accelerating rapidly [1]
The application of big data image processing technology in product modeling design research and the construction of multidirectional group decision-making model of product modeling design scheme in cloud environment are discussed. is paper analyzes the advantages of neural network model optimized by genetic algorithm and the results of decision-making model construction of product modeling design scheme combined with big data technology
Summary
Received 30 June 2021; Revised 10 July 2021; Accepted 19 July 2021; Published 30 July 2021. Machine learning artificial neural network technology, as one of the core technologies of enterprises, has received unprecedented attention. Is technology is widely used in automatic driving, pattern recognition, teaching aid, product modeling, and other fields. According to the development of product design, this paper analyzes the factors that affect the decision-making of product design. E basic process of product modeling design model based on image processing under the background of big data is introduced. E multidirectional group decision-making model of product modeling design scheme in big data cloud environment is constructed. E final decision model can improve the overall design efficiency, shorten the manufacturing period, and provide a new idea for product modeling design According to the development of product design, this paper analyzes the factors that affect the decision-making of product design. e neural network optimized by genetic algorithm is studied, and the technical analysis of neural network algorithm before and after optimization is mainly carried out. e basic process of product modeling design model based on image processing under the background of big data is introduced. e multidirectional group decision-making model of product modeling design scheme in big data cloud environment is constructed. e final decision model can improve the overall design efficiency, shorten the manufacturing period, and provide a new idea for product modeling design
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