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AWJ Data processing system

version 2.05 (822 KB) by Jet_Cumt
model and multi-object optimization

20 Downloads

Updated 23 May 2020

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The data processing system of abrasive jet machining is modeled by neural network optimized by adaptive genetic algorithm. Then multi-objective optimization is used to obtain the Pareto front solution set. Solve the front solution under experimental processing accuracy traversal. The system can also be used as a modeling and optimization tool in other fields.

Cite As

Lin, Jie, et al. “Study on ASJ Cutting of TC18, Based upon Multivariate Nonlinear Regression and SA-BP-AGA.” Materials, vol. 12, no. 12, MDPI AG, June 2019, p. 1902, doi:10.3390/ma12121902.

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Comments and Ratings (4)

Jet_Cumt

后期会附上中国知网链接,论文对其功能及参数说明有详细介绍;A link to CNKI will be attached later, and the thesis will give a detailed introduction to its function and parameter description。

Udolph

Nice work! Hope to give a detailed description of debugging parameters。

Updates

2.05

纠正输出字符

2.0

It realizes modeling and single-objective and multi-objective optimization of other similar types of situations, and can visualize 2D and 3D Pareto solutions.

1.05

Added modeling program flow chart and multi-objective optimization diagram.

MATLAB Release Compatibility
Created with R2019b
Compatible with any release
Platform Compatibility
Windows macOS Linux