会议论文

Zhang, C.

英文

Communications in Computer and Information Science

1865-0929

2021

1422

105-118

7th International Conference on Artificial Intelligence and Security, ICAIS 2021

19 July 2021 through 23 July 2021

Sun X.Zhang X.Xia Z.Bertino E.

Springer Science and Business Media Deutschland GmbH

9783030786144

10.1007/978-3-030-78615-1_10

Funding Statement. This work was supported in part by the Major Technical Innovation Projects of Hubei Province under Grant 2018ABA099, in part by the National Science Fund for Youth of Hubei Province of China under Grant 2018CFB408, in part by the Natural Science Foundation of Hubei Province of China under Grant 2015CFA061, in part by the National Nature Science Foundation of China under Grant 61272278, and in part by Research on Key Technologies of Intelligent Decision-making for Food Big Data under Grant 2018A01038.

本校为第一机构

In order to reduce the prediction error of the heavy metal content of farmland soil by General Regression Neural Network (GRNN), an Intelligent Compound Prediction Model (ICPM) was proposed. As the result of Genetic Algorithm optimization is good or bad, it mainly depends on whether it can guarantee the diversity of the population in the optimization process. Based on this, an Improved Genetic Algorithm (IGA) is proposed. IGA introduces the probability adjustment of the sine function transformation and the better gene replacement criterion into...