2020
DOI: 10.1155/2020/6616988
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Evaluation of the Urban Low-Carbon Sustainable Development Capability Based on the TOPSIS-BP Neural Network and Grey Relational Analysis

Abstract: With the development of industrialization and urbanization, cities have become the main carriers of economic activities. However, the long-term development of cities has also caused damage to resources and the environment. Hence, objective and scientific evaluation of urban low-carbon sustainable development capacity is very important. An index system of urban low-carbon sustainable development capability is constructed in this paper, and a TOPSIS-BP neural network model is established to evaluate the low-carb… Show more

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Cited by 23 publications
(15 citation statements)
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“…It is a comprehensive method of evaluating distance and does not require or limit the sample size of the evaluation object, the number of indicators, and the distribution of data. It can eliminate the impact of different evaluation indicators through the same trend and normalization treatment [7][8][9][10]. e TOPSIS method determines the optimal scheme and the worst scheme in the evaluation object by standardizing the raw data matrix.…”
Section: Evaluation Of the Emergency Responsementioning
confidence: 99%
“…It is a comprehensive method of evaluating distance and does not require or limit the sample size of the evaluation object, the number of indicators, and the distribution of data. It can eliminate the impact of different evaluation indicators through the same trend and normalization treatment [7][8][9][10]. e TOPSIS method determines the optimal scheme and the worst scheme in the evaluation object by standardizing the raw data matrix.…”
Section: Evaluation Of the Emergency Responsementioning
confidence: 99%
“…At the same time, the total amount of industrial waste gas emission also increased by 1.8 times. It can be seen that with the rapid development of economy, environmental problems are becoming more and more prominent ( 1 ). Environmental pollution can cause great harm to people's health and bring huge social losses ( 2 , 3 ).…”
Section: Introductionmentioning
confidence: 99%
“…Hussain et al [20] found that emission reduction subsidy policy enabled a firm to obtain largest profits and can ensure the adoption of green technology. Zhang et al [21] compared the low-carbon sustainable development level of some major cities in China and identified the factors influencing the low-carbon sustainable development level of city. Yang et al [22] identified that government subsidy policy is an effective way to incentive the firm to adopt green technology and accordingly can expand the green product market.…”
Section: Literature Reviewmentioning
confidence: 99%