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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Main Authors: Shuai Jin, Liuwei Zhao
Format: Article
Language:English
Published: Hindawi-Wiley 2020-01-01
Series:Complexity
Online Access:http://dx.doi.org/10.1155/2020/7626792
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spelling 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
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AT liuweizhao complexityanalysisofafourdimensionalenergyeconomyenvironmentdynamicsystem
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