Proceedings of the Tenth International Forum of Decision Sciences / / edited by Xiang Li, Xiaofeng Xu

• Autore: Li Xiang
• Pubblicazione: Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023
• Edizione: 1st ed. 2023.
• Descrizione fisica: 1 online resource (612 pages)
• Disciplina: 388
• Soggetto topico: Operations research; Management science; Operations Research and Decision Theory; Operations Research, Management Science
• Altri autori: XuXiaofeng
• Nota di contenuto: Intro -- Contents -- Project Risk Management for Real Estate Companies Under the New Policy -- 1 Introduction -- 2 Review of Relevant Research Literature -- 3 Construction of HHM-DEMATEL-ISM Project Risk Identification Model -- 3.1 Identifying Real Estate Project Risks Under New Policies Using HHM Methodology -- 3.2 Determining the Impact Relationship Between Risks Using the DEMATEL Method -- 3.3 Representation of the Relationship and Hierarchy Among Risks Using the ISM Model -- 4 Case Studies -- 5 Conclusions and Recommendations -- 5.1 Conclusions -- 5.2 Suggestions for Countermeasures -- References -- A Study of Low Carbon Dual-Channel Supply Chain Pricing Under Retailer's Fairness Concern -- 1 Introduction -- 2 Literature Review -- 3 Problem Description and Model Construction -- 4 Analysis of Decision Making in Different Situations -- 4.1 Centralised Decision Making Under Fair Neutrality -- 4.2 Decentralised Decision Making Under Fair Neutrality -- 4.3 Decision Making Under Retailer Fairness Concerns -- 5 Numerical Example -- 5.1 Effect of θ on Optimal Solutions Under Different λ -- 5.2 Effect of γ on Optimal Solutions Under Different λ -- 6 Conclusion -- References -- Research on Online Decision-Making Method for Oil Wells Shutting Down or Resetting Based on Dynamic Data-Driven -- 1 Introduction -- 2 Construction of Dynamic Data-Driven Application System -- 2.1 Construction of System Framework -- 2.2 LSTM Network Prediction Model -- 2.3 Online Decision Process -- 3 Example Analysis -- 3.1 Selection of Input Variables -- 3.2 Data Preprocessing -- 3.3 Prediction of Economic Benefits -- 3.4 Online Decision Making -- 4 Conclusion -- References -- Research on Risk Assessment of Natural Gas Supply in China Based on PSR -- 1 Introduction -- 2 Risk Evaluation Index System of Natural Gas Supply in China -- 2.1 Evaluation Index System Model. ; 2.2 Principles for Establishing Evaluation System and Index System -- 2.3 Selection of Evaluation Indicators -- 3 Risk Assessment of Natural Gas Supply in China -- 3.1 Evaluation and Analysis Ideas of Natural Gas Supply Risk in China -- 3.2 Sample Selection and Data Source -- 3.3 Evaluation Index Weighting -- 3.4 Evaluate the Risk of Natural Gas Supply in China -- 4 Countermeasures -- 4.1 Enhance LNG Reserve Capacity and Relieve China's Natural Gas Supply Pressure -- 4.2 Develop Renewable Energy and Change the Current Situation of China's Energy Pattern -- 4.3 Strengthen Investment in Pipe Network Construction and Interconnection, and Actively Respond -- References -- Prediction of Comprehensive Pollution Index in Shandong Province Based on LSTM Neural Network -- 1 Introduction -- 2 Method -- 2.1 Recurrent Neural Network -- 2.2 Long and Short Term Memory Neural Network -- 3 Indicator Selection and Data Source -- 3.1 Data Sources and Indicators -- 3.2 Indicator Correlation Analysis -- 4 Model Construction and Empirical Analysis -- 4.1 Data Preprocessing -- 4.2 Model Construction -- 4.3 Empirical Analysis -- 5 Conclusion -- References -- Price Forecasting of Emission Rights Trading Based on Data Mining and Machine Learning -- 1 Introduction -- 2 Literature Review -- 3 Prediction of Emission Rights Trading Based on Machine Learning -- 3.1 Analysis of Trading Characteristics -- 3.2 Price Forecasting -- 4 Conclusion -- References -- Research on the Driving Factors of Carbon Emissions Inequality of Logistics in China -- 1 Introduction -- 2 Literature Review -- 3 Models and Methods -- 3.1 Carbon Emissions Accounting Method -- 3.2 Theil Index -- 3.3 The Decomposition Analysis Method -- 4 Empirical Research -- 4.1 Data Source and Description -- 4.2 Analysis on Carbon Emission Change of Logistics Industry in China -- 4.3 Regional Unbalance Analysis. ; 4.4 Analysis on Driving Factors of Carbon Emissions Inequality in Logistics at National Level -- 4.5 Analysis on Driving Factors of Carbon Emissions Inequality in Logistics at Regional Level -- 5 Conclusions and Policy Recommendations -- References -- Measurement of China's Regional Logistics Industry Carbon Emission Efficiency and Its Influencing Factors -- 1 Introduction -- 2 Literature Review -- 2.1 Calculation Methodology -- 2.2 Influencing Factors -- 2.3 General Summary -- 3 Methodology -- 3.1 The SBM DEA Model with Undesirable Output -- 3.2 Tobit Regression Model -- 3.3 Variables and Data -- 4 Empirical Results and Discussion -- 4.1 Carbon Emissions Efficiency Measurement -- 4.2 Analysis of Influencing Factors -- 5 Conclusions and Policy Implications -- References -- Operational Efficiency Analysis of China's Electric Power Industry Based on Two-Stage DEA Model -- 1 Introduction -- 2 Literature Reviewed -- 2.1 Efficiency Analysis of Electric Power Industry -- 2.2 Study on Influencing Factors of Power System Efficiency -- 3 Method Model -- 3.1 Two-Stage Efficiency Evaluation Model -- 3.2 Regression Analysis of Determinants -- 3.3 Variables and Data -- 4 Results and Discussion -- 4.1 Analysis of Power System Efficiency Measurement Results -- 4.2 Analysis of the Influential Factors -- 5 Conclusions and Policy Implications -- References -- Effect of Financial Support on the Development of Marine Equipment Manufacturing Industry in China-Evidence from 30 Listed Companies -- 1 Introduction -- 2 Status of Financial Support for the Development of China's Marine Equipment Manufacturing Industry -- 2.1 Current Situation of Marine Equipment Manufacturing Industry -- 2.2 Financial Demand Characteristics of Marine Equipment Manufacturing Industry Equations -- 2.3 Current Situation of Financial Support for Marine Equipment Manufacturing Industry. ; 3 Financial Support Result of China's Marine Equipment Manufacturing Industry -- 3.1 Research Design -- 3.2 Descriptive Statistics -- 3.3 Empirical Research -- 4 Conclusions and Countermeasures -- References -- Research on Pricing and Design Optimization of Cause Marketing Products -- 1 Introduction -- 2 Literature Review -- 2.1 Review of the Influencing Factors of Good Cause Marketing -- 2.2 Summary of Supply Chain and Related Game Theory Research -- 3 Base Model -- 3.1 Problem Description -- 3.2 Analysis of the Second Stage of Price Decision Making Under the Basic Model -- 3.3 Analysis of the Third Stage of Quality Decision-Making Under the Basic Model -- 4 Extend the Model -- 5 Conclusion -- References -- Research on Green Product Design and Strategic Inventory Based on Dual-Channel Supply Chain -- 1 Introduction -- 2 Format of Manuscript -- 2.1 Manufacturer's Green Products and Retailer's Strategic Inventory Research -- 2.2 Research on Retailer's Strategic Inventory in Dual-Channel Supply Chain -- 2.3 Research on Enterprise Decision-Making Under Different Power Structures -- 3 Research on Dual Channel Supply Chain with Manufacturer in Dominant Position -- 3.1 Problem Description -- 3.2 Benchmark Model -- 3.3 The Manufacturer is in the Dominant Position of the Game Model -- 4 The Manufacturer is in the Dominant Position of the Game Model -- 4.1 Problem Description -- 4.2 Retailers Dominate Game Model -- 5 Equal Status of Dual Channel Supply Chain Research -- 5.1 Problem Description -- 5.2 Equal Status of Dual Channel Supply Chain Model -- 6 Conclusion and Prospect -- References -- Contract and Mode Choices Under Demand and Price Volatility in a Shipping Supply Chain -- 1 Introduction -- 2 Literature Review -- 3 Model -- 4 Forward Contract Choice -- 4.1 Under Insourcing Mode -- 4.2 Under Outsourcing Mode -- 5 Inland Service Mode Choice. ; 6 Conclusions -- References -- Research on the Current Situation of Carbon Emissions and Emission Reduction Measures in Shandong Province -- 1 Introduction -- 2 Research Review -- 2.1 Foreign Research Status -- 2.2 Domestic Research Status -- 3 Analysis of Current Situation of Carbon Emissions in Shandong Province -- 3.1 Economic Structure of Shandong Province -- 3.2 Energy Consumption in Shandong Province -- 4 Shandong Province's Current Emission Reduction Suggestions -- 4.1 Adjust the Energy Structure Actively -- 4.2 Promote Technological Upgrading Vigorously -- 4.3 Focus on Improving Energy Efficiency in the Industry -- 4.4 Research and Introduce New Carbon Emission Policies -- 4.5 Attempt to Introduce Carbon Capture and Storage Technology -- 5 Conclusion -- References -- A Study on the Influencing Factors of Carbon Emissions in Provincial Construction Industry Based on LMDI Model-Taking Shandong Province as an Example -- 1 Introduction -- 2 Literature Review -- 3 Analysis of Current Situation -- 4 Methodology -- 4.1 IPCC Carbon Emission Measurement Model -- 4.2 Decomposition Models -- 5 Results and Discussion -- 5.1 Overall Effect -- 5.2 The Effect of Energy Consumption Structure -- 5.3 The Effect of Energy Intensity -- 5.4 The Effect of Economic Level -- 5.5 The Effect of Population Size -- 6 Conclusion -- References -- Research on Technology Evolution Trend of Petrochemical Industry Based on Patent Perspective -- 1 Introduction -- 2 Research Methodology and Framework -- 2.1 LDA Topic Probability Model -- 2.2 Research Framework -- 3 Experiment and Analysis of Results -- 3.1 Data Pre-processing -- 3.2 Analysis of LDA Themes and Evolutionary Results -- 4 Conclusion -- References -- Research on the Coupling and Coordinated Development of Industrial Structure and Ecological Environment -- 1 Introduction -- 2 Literature Review. ; 3 Mechanism Analysis and Research Design.
• Sommario/riassunto: This book focuses on selected aspects of the current and upcoming trends in transportation, logistics and decision making. In detail the included transportation management, optimization and management of logistics system, big data technology and method, financial engineering and risk management, investment decision and risk management, data-driven process management decision, scheduling optimization and combination decision, theory and method of forecasting and decision making, data mining and knowledge management, operation and green supply chain management, industrial engineering and operation management, information system and business intelligence, Internet + green manufacturing, strategic emerging industries and Industrial finance, big data and smart city. The variety of the papers delivers added value for both scholars and practitioners. This book is the documentation of International Conference on Intelligent Transportation and Logistics with Big Data & International Forum on Decision Sciences, which took place in Harbin, Heilongjiang province, China, in 2022.
• Titolo autorizzato: Proceedings of the Tenth International Forum of Decision Sciences
• ISBN: 981-19-9741-1
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910731460703321
• Lo trovi qui: Univ. Federico II
• Serie: Uncertainty and Operations Research, . 2195-9978