Product Shape Design Scheme Evaluation Method Based on Spatial Data Mining

Abstract

The stage of product modeling design implies a lot of complex tacit knowledge, which is the embodiment of the design concept centered on product modeling design and is also the hot spot and difficulty of modern design theory and method research. Aiming at the evaluation and decision of product modeling design scheme, a decision-making method of approaching ideal solution ranking based on grey relational analysis was proposed, which realized the convergence of tacit knowledge. The empty association rule is an important knowledge content of spatial data mining. A fuzzy genetic algorithm can solve the characteristics of random and nonlinear problems and solve the data mining problems of spatial association rules. The fuzzy genetic algorithm of discrete crossover probability and mutation probability is applied to data mining of spatial association rules in a spatial database, the coding method of the fuzzy genetic algorithm and the construction of fitness function are discussed, and the process of mining spatial association rules is given. The results show that the method of mining s association rules with the fuzzy genetic algorithm is feasible and has higher mining efficiency. This paper discusses the construction method of designing a decision support database based on linear regression and neural network and then proposes a decision method combining TOPSIS and grey relational analysis, which comprehensively considers the position and shape of the scheme data curve.

Research on Planning Scheme Evaluation and Scene Module Analysis of Intelligent Networked Automobile Proving Ground

“…Evaluate the adaptability of intelligent networked vehicles to road conditions in China. Weather is also an important factor affecting the performance of intelligent networked vehicles [13]10. In view of the high cost of construction, operation and maintenance of meteorological simulators, such facilities can be added to the test site in the second stage, and relevant interfaces and spaces can be reserved in the early stage, but they cannot be used as main functional buildings [14].…”