Complexity Analysis of a Four-Dimensional Energy-Economy-Environment Dynamic System
A novel four-dimensional energy, economic, and environmental (3E) under energy reduction constraints chaotic system is proposed. The acquisition of environmental quality data is the key to this paper. During the course of the study, we used Bayesian estimation algorithm to calibrate the environmenta...
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Series: | Complexity |
Online Access: | http://dx.doi.org/10.1155/2020/7626792 |
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doaj-8ff55aca3b1245eaa1ed89f5dbf670552020-11-25T01:25:40ZengHindawi-WileyComplexity1076-27871099-05262020-01-01202010.1155/2020/76267927626792Complexity Analysis of a Four-Dimensional Energy-Economy-Environment Dynamic SystemShuai Jin0Liuwei Zhao1School of Management, Jiangsu University, Zhenjiang, Jiangsu 212013, ChinaSchool of Management, Jiangsu University, Zhenjiang, Jiangsu 212013, ChinaA novel four-dimensional energy, economic, and environmental (3E) under energy reduction constraints chaotic system is proposed. The acquisition of environmental quality data is the key to this paper. During the course of the study, we used Bayesian estimation algorithm to calibrate the environmental quality. Based on the official data, the Levenberg–Marquardt backpropagation neural network method was optimized by genetic algorithm to effectively identify the parameters in the 3E system. The research results show that although increasing energy reduction inputs can improve environmental quality, the effect on energy intensity and overall stability of the system is not obvious. When polluting input in the ecological environment system affects its maximum capacity, the environmental system collapses (i.e., the ecological system can no longer purify the environment through the self-circulation process and will eventually die out). Therefore, it is necessary to correctly grasp the ecological environment protection and the relationship between economic developments and explore synergies to promote ecological priorities and green development new ideas.http://dx.doi.org/10.1155/2020/7626792 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Shuai Jin Liuwei Zhao |
spellingShingle |
Shuai Jin Liuwei Zhao Complexity Analysis of a Four-Dimensional Energy-Economy-Environment Dynamic System Complexity |
author_facet |
Shuai Jin Liuwei Zhao |
author_sort |
Shuai Jin |
title |
Complexity Analysis of a Four-Dimensional Energy-Economy-Environment Dynamic System |
title_short |
Complexity Analysis of a Four-Dimensional Energy-Economy-Environment Dynamic System |
title_full |
Complexity Analysis of a Four-Dimensional Energy-Economy-Environment Dynamic System |
title_fullStr |
Complexity Analysis of a Four-Dimensional Energy-Economy-Environment Dynamic System |
title_full_unstemmed |
Complexity Analysis of a Four-Dimensional Energy-Economy-Environment Dynamic System |
title_sort |
complexity analysis of a four-dimensional energy-economy-environment dynamic system |
publisher |
Hindawi-Wiley |
series |
Complexity |
issn |
1076-2787 1099-0526 |
publishDate |
2020-01-01 |
description |
A novel four-dimensional energy, economic, and environmental (3E) under energy reduction constraints chaotic system is proposed. The acquisition of environmental quality data is the key to this paper. During the course of the study, we used Bayesian estimation algorithm to calibrate the environmental quality. Based on the official data, the Levenberg–Marquardt backpropagation neural network method was optimized by genetic algorithm to effectively identify the parameters in the 3E system. The research results show that although increasing energy reduction inputs can improve environmental quality, the effect on energy intensity and overall stability of the system is not obvious. When polluting input in the ecological environment system affects its maximum capacity, the environmental system collapses (i.e., the ecological system can no longer purify the environment through the self-circulation process and will eventually die out). Therefore, it is necessary to correctly grasp the ecological environment protection and the relationship between economic developments and explore synergies to promote ecological priorities and green development new ideas. |
url |
http://dx.doi.org/10.1155/2020/7626792 |
work_keys_str_mv |
AT shuaijin complexityanalysisofafourdimensionalenergyeconomyenvironmentdynamicsystem AT liuweizhao complexityanalysisofafourdimensionalenergyeconomyenvironmentdynamicsystem |
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1715773189380898816 |