Research of Regional High-quality Development Level Based on PCA-BP Neural Network

DOI

10.2991/978-94-6463-262-0_30How to use a DOI?

Keywords

High-quality development; data mining; Macroeconomics; PCA; BP neural network

Abstract

This paper constructs an evaluation index system for high-quality development (HQD) in Anhui province in five dimensions: economic efficiency, structural optimization, innovation drive, opening and green ecology, and then uses PCA to measure the level of high-quality development (HQD) in Anhui province from 2010 to 2021 and gives the corresponding improvement paths, finally uses BP neural network to simulate and predict the level of high-quality development (HQD).

Copyright

© 2024 The Author(s)

Open Access

Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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TY  - CONF
AU  - Dapeng Dai
PY  - 2023
DA  - 2023/10/09
TI  - Research of Regional High-quality Development Level Based on PCA-BP Neural Network
BT  - Proceedings of the 3rd International Conference on Management Science and Software Engineering (ICMSSE 2023)
PB  - Atlantis Press
SP  - 259
EP  - 266
SN  - 2589-4943
UR  - https://doi.org/10.2991/978-94-6463-262-0_30
DO  - 10.2991/978-94-6463-262-0_30
ID  - Dai2023
ER  -