Computational Intelligence Methodologies Applied to Sustainable Development Goals:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cham
Springer International Publishing AG
2022
|
| Ausgabe: | 1st ed |
| Schriftenreihe: | Studies in Computational Intelligence Series
v.1036 |
| Schlagworte: | |
| Online-Zugang: | HWR01 |
| Beschreibung: | Description based on publisher supplied metadata and other sources |
| Beschreibung: | 1 Online-Ressource (301 Seiten) |
| ISBN: | 9783030973445 |
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| 490 | 0 | |a Studies in Computational Intelligence Series |v v.1036 | |
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| 505 | 8 | |a Intro -- Preface -- Contents -- Contributors -- Computational Intelligence and SDG -- A Review on the Role of Computational Intelligence on Sustainability Development -- 1 Introduction -- 2 Overview of Existing Works -- 3 Scientometric Analysis -- 4 Possible Future Trends of Research -- 5 Conclusion -- References -- Fuzzy Linguistic Summaries for Human Centric Analyses of Sustainable Development Goals (SDG) Related to Technological Innovations -- 1 Introduction -- 2 Sustainable Development Goals (SDGs) and Technology, and Innovation -- 3 Assessment and Evaluation of Innovativeness -- 4 Verbalization of Data Analysis Results via Linguistic Summaries -- 5 Examples of Linguistic Summaries for the Assessment of Innovation -- 6 Concluding Remarks -- References -- Impact of Human-Computer Interaction in the Global Sustainable Development Goals -- 1 Introduction -- 2 Background -- 2.1 SDG: Sustainable Development Goals -- 2.2 Human Computer Interaction -- 3 Related Works -- 4 Proposal -- 5 HCI Methodologies -- 6 Discussion -- 7 Conclusions and Further Work -- References -- Health Control Models -- Investigating the Key Parameters Affecting Sustainable IoT-Based Marketing -- 1 Introduction -- 2 Sustainable Marketing -- 3 Sustainable IoT Based Marketing -- 3.1 IoT Based Marketing -- 3.2 Components of IoT-Based Sustainable Marketing -- 3.3 Managing IoT-Based Sustainable Marketing -- 4 Conclusion -- References -- Applications of Computational Intelligence in the Studies of Covid-19 -- 1 Introduction -- 2 Using Computational Intelligence in Covid-19 Studies -- 3 Creating Scenarios for the Development of Covid-19 -- 4 Acquisition of Knowledge About the Fatality of Covid19 -- 5 Conclusions -- References -- Quantification of the Risk of ASF Appearance Using OWA Operators -- 1 Introduction -- 2 Materials and Methods -- 2.1 Operator Weight Average | |
| 505 | 8 | |a 2.2 OWA Weights Based on Preference Quantifiers -- 2.3 Consensus of Experts' Individual Weight Vectors -- 2.4 Quantifying Risk Using a Hierarchical Representation -- 3 Results and Discussion -- 3.1 OWA Weights Based on Preference Quantifiers -- 3.2 Another Variant of Solution -- 4 Conclusions -- References -- An Optimization Model for Location-Allocation of Health Services Under Uncertainty -- 1 Introduction and Motivation -- 2 Location-Allocation of Healthcare Facilities -- 2.1 Mathematical Model -- 3 Basics on Fuzzy Numbers -- 4 A Fuzzy Location-Allocation Model -- 5 Application Example -- 6 Concluding Remarks -- References -- Computational Intelligence and Tikhonov Regularization with Reduced Dimension Model: Applications in Health, Renewable Energy and Climate Heat Transfer Inverse Problems -- 1 Introduction -- 2 Fixed Point Iteration Method with Reduced Model -- 2.1 The Fixed Point Iteration Method (FP) -- 2.2 The Reduced Dimension Model Approach -- 3 Direct Problems -- 3.1 Direct Problem 1: Spatially Varying Thermal Conductivity of a Biological Tissue -- 3.2 Direct Problem 2: Inlet Temperature Profile in a Parallel Plates Channel -- 3.3 Direct Problem 3: Radiative Transfer with Variable Space Dependent Scattering Albedo -- 4 Inverse Problems -- 5 Results and Discussion -- 5.1 Results for the Inverse Problem 1 (IP-1) -- 5.2 Results for the Inverse Problem 2 (IP-2) -- 5.3 Results for the Inverse Problem 3 (IP-3) -- 6 Conclusions -- References -- Emission Control Models -- Intelligent Collaborative Freight Distribution to Reduce Greenhouse Gas Emissions: A Review -- 1 Introduction -- 2 Collaborative Transportation -- 3 Vehicle Routing Problems with Cross-Docking -- 4 Collaborative Freight Distribution -- 5 Future Research Lines -- References -- Pressure Sensor Placement for Leak Location in Zones of a Water Distribution Network -- 1 Introduction | |
| 505 | 8 | |a 2 Preliminaries -- 2.1 Hydraulic Modeling of Water Distribution Networks and Leak Scenarios Generation -- 2.2 Partitioned WDN and Zone Definition -- 3 Methodology -- 3.1 Leak Detection and Location -- 3.2 Sensor Placement Problem -- 4 Computational Experiments -- 4.1 Case Study -- 4.2 Simulation Framework -- 4.3 Solution Framework for Sensor Placement -- 5 Results and Discussion -- 6 Conclusions -- References -- Forecasting Tropospheric Ozone Using Neural Networks and Wavelets: Case Study of a Tropical Coastal-Urban Area -- 1 Introduction -- 2 Related Works -- 3 Basic Concepts -- 3.1 Artificial Neural Networks -- 3.2 Wavelets Transform -- 4 Methodology -- 4.1 Data and Statistics Description -- 4.2 Feature Augmentation with Discrete Wavelet Transform -- 4.3 Implementing LSTM -- 5 Results and Discussion -- 6 Conclusions -- References -- Power Curve Estimation of Wind Farms with Imprecise Data by Fuzzy Quadratic Programming -- 1 Introduction -- 2 Quadratic Programming -- 3 A General Model for Quadratic Programming Under Fuzzy Environment -- 3.1 Parametric Idea to Solve Quadratic Programming with Fuzzy Relation Order in the Set of Constraints -- 3.2 Parametric Idea to Solve Quadratic Programming with Fuzzy Costs in the Objective Function -- 4 Fuzzy Regression Analysis -- 4.1 Fuzzy Linear Regression -- 5 Numerical Example -- 6 Conclusion -- References -- Effect of the Growth of Carbon Emissions as a Function of GDP Per Capita and Its Relationship with the SDG in American and European Countries: An Application of Neural Networks -- 1 Introduction -- 2 Sustainable Development, SDG and Agenda 2030 -- 3 Methodology -- 4 Results -- 5 Discussion and Conclusions -- References -- Transportation and Distribution Models | |
| 505 | 8 | |a A Fuzzy Approach for Organizational Transportation Aligned with the Sustainable Development Goals: Health Promotion, Inequality Reduction, and Responsible Consumption -- 1 Introduction -- 2 School Bus Routing Problem -- 3 Mathematical Model -- 4 Solution Approach -- 5 Results and Discussion -- 6 Conclusion -- References -- A VND to Solve the Bi-objective Tourist Trip Design Problem with Fuzzy Constraints and Reducing CO2 -- 1 Introduction -- 2 Background -- 3 Bi-objective Fuzzy Model Formulation -- 4 Solution Method -- 4.1 Fuzzy Optimization Approach -- 4.2 VND Metaheuristic Procedure -- 4.3 Construction of Initial Routes -- 4.4 Neighbourhood Change -- 5 Experimentation -- 6 Conclusion -- References -- A Multi-objective Solid Transportation Problem in Sustainable Development -- 1 Introduction -- 2 Preliminaries -- 3 Time Variant Multi-objective Multi-item Solid Transportation Problem in Sustainable Development in Terms of (γ,δ) Interval Valued Fuzzy Numbers -- 4 Solution Procedure -- 4.1 Reduction of (γ,δ) Interval Valued Fuzzy Numbers into Interval Number -- 4.2 Reduction of Interval into Real Number -- 4.3 Hybrid Method for Solving Multi-objective Transportation Problem -- 5 Numerical Illustration -- 5.1 Discussion of Results -- 6 Conclusions -- References -- On the Generation of Alternative Solutions for a Perishable Food Distribution Problem -- 1 Introduction -- 2 The 'Modeling to Generate Alternatives' Approach -- 3 A Model for Perishable Foods Distribution -- 3.1 Problem Statement -- 3.2 Model Formulation and Solution Procedure -- 4 MGA for Perishable Food Distribution -- 4.1 Measuring Similarity of Solutions -- 4.2 Fuzzy Constraint for the Transportation Cost Difference -- 4.3 Solving Strategy -- 5 Additional Quality Criteria -- 5.1 Damage Cost -- 5.2 Average Freshness -- 5.3 Service Level -- 5.4 Total Tardiness -- 6 Application Example | |
| 505 | 8 | |a 6.1 Data and Parameters -- 6.2 Computational Results -- 7 Conclusion -- References -- Solving Two-Stage Multi-objective Transportation Problem Using Goal Programming and Its Application to Sustainable Development -- 1 Introduction -- 2 Review of Related Research -- 3 Problem Environment -- 4 Model Formulation -- 4.1 Algorithm for Selection of Goals to the Objective Functions In Two-Stage TP -- 5 Numerical Example -- 5.1 Results and Discussions -- 6 Analyzing Sustainable Development by Two-Stage MOTP -- 7 Conclusion and Outlook -- References | |
| 650 | 4 | |a Computational intelligence | |
| 650 | 4 | |a Sustainable development-Data processing | |
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Datensatz im Suchindex
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| author | Verdegay, José Luis |
| author_facet | Verdegay, José Luis |
| author_role | aut |
| author_sort | Verdegay, José Luis |
| author_variant | j l v jl jlv |
| building | Verbundindex |
| bvnumber | BV049019460 |
| classification_rvk | ST 300 |
| collection | ZDB-30-PQE |
| contents | Intro -- Preface -- Contents -- Contributors -- Computational Intelligence and SDG -- A Review on the Role of Computational Intelligence on Sustainability Development -- 1 Introduction -- 2 Overview of Existing Works -- 3 Scientometric Analysis -- 4 Possible Future Trends of Research -- 5 Conclusion -- References -- Fuzzy Linguistic Summaries for Human Centric Analyses of Sustainable Development Goals (SDG) Related to Technological Innovations -- 1 Introduction -- 2 Sustainable Development Goals (SDGs) and Technology, and Innovation -- 3 Assessment and Evaluation of Innovativeness -- 4 Verbalization of Data Analysis Results via Linguistic Summaries -- 5 Examples of Linguistic Summaries for the Assessment of Innovation -- 6 Concluding Remarks -- References -- Impact of Human-Computer Interaction in the Global Sustainable Development Goals -- 1 Introduction -- 2 Background -- 2.1 SDG: Sustainable Development Goals -- 2.2 Human Computer Interaction -- 3 Related Works -- 4 Proposal -- 5 HCI Methodologies -- 6 Discussion -- 7 Conclusions and Further Work -- References -- Health Control Models -- Investigating the Key Parameters Affecting Sustainable IoT-Based Marketing -- 1 Introduction -- 2 Sustainable Marketing -- 3 Sustainable IoT Based Marketing -- 3.1 IoT Based Marketing -- 3.2 Components of IoT-Based Sustainable Marketing -- 3.3 Managing IoT-Based Sustainable Marketing -- 4 Conclusion -- References -- Applications of Computational Intelligence in the Studies of Covid-19 -- 1 Introduction -- 2 Using Computational Intelligence in Covid-19 Studies -- 3 Creating Scenarios for the Development of Covid-19 -- 4 Acquisition of Knowledge About the Fatality of Covid19 -- 5 Conclusions -- References -- Quantification of the Risk of ASF Appearance Using OWA Operators -- 1 Introduction -- 2 Materials and Methods -- 2.1 Operator Weight Average 2.2 OWA Weights Based on Preference Quantifiers -- 2.3 Consensus of Experts' Individual Weight Vectors -- 2.4 Quantifying Risk Using a Hierarchical Representation -- 3 Results and Discussion -- 3.1 OWA Weights Based on Preference Quantifiers -- 3.2 Another Variant of Solution -- 4 Conclusions -- References -- An Optimization Model for Location-Allocation of Health Services Under Uncertainty -- 1 Introduction and Motivation -- 2 Location-Allocation of Healthcare Facilities -- 2.1 Mathematical Model -- 3 Basics on Fuzzy Numbers -- 4 A Fuzzy Location-Allocation Model -- 5 Application Example -- 6 Concluding Remarks -- References -- Computational Intelligence and Tikhonov Regularization with Reduced Dimension Model: Applications in Health, Renewable Energy and Climate Heat Transfer Inverse Problems -- 1 Introduction -- 2 Fixed Point Iteration Method with Reduced Model -- 2.1 The Fixed Point Iteration Method (FP) -- 2.2 The Reduced Dimension Model Approach -- 3 Direct Problems -- 3.1 Direct Problem 1: Spatially Varying Thermal Conductivity of a Biological Tissue -- 3.2 Direct Problem 2: Inlet Temperature Profile in a Parallel Plates Channel -- 3.3 Direct Problem 3: Radiative Transfer with Variable Space Dependent Scattering Albedo -- 4 Inverse Problems -- 5 Results and Discussion -- 5.1 Results for the Inverse Problem 1 (IP-1) -- 5.2 Results for the Inverse Problem 2 (IP-2) -- 5.3 Results for the Inverse Problem 3 (IP-3) -- 6 Conclusions -- References -- Emission Control Models -- Intelligent Collaborative Freight Distribution to Reduce Greenhouse Gas Emissions: A Review -- 1 Introduction -- 2 Collaborative Transportation -- 3 Vehicle Routing Problems with Cross-Docking -- 4 Collaborative Freight Distribution -- 5 Future Research Lines -- References -- Pressure Sensor Placement for Leak Location in Zones of a Water Distribution Network -- 1 Introduction 2 Preliminaries -- 2.1 Hydraulic Modeling of Water Distribution Networks and Leak Scenarios Generation -- 2.2 Partitioned WDN and Zone Definition -- 3 Methodology -- 3.1 Leak Detection and Location -- 3.2 Sensor Placement Problem -- 4 Computational Experiments -- 4.1 Case Study -- 4.2 Simulation Framework -- 4.3 Solution Framework for Sensor Placement -- 5 Results and Discussion -- 6 Conclusions -- References -- Forecasting Tropospheric Ozone Using Neural Networks and Wavelets: Case Study of a Tropical Coastal-Urban Area -- 1 Introduction -- 2 Related Works -- 3 Basic Concepts -- 3.1 Artificial Neural Networks -- 3.2 Wavelets Transform -- 4 Methodology -- 4.1 Data and Statistics Description -- 4.2 Feature Augmentation with Discrete Wavelet Transform -- 4.3 Implementing LSTM -- 5 Results and Discussion -- 6 Conclusions -- References -- Power Curve Estimation of Wind Farms with Imprecise Data by Fuzzy Quadratic Programming -- 1 Introduction -- 2 Quadratic Programming -- 3 A General Model for Quadratic Programming Under Fuzzy Environment -- 3.1 Parametric Idea to Solve Quadratic Programming with Fuzzy Relation Order in the Set of Constraints -- 3.2 Parametric Idea to Solve Quadratic Programming with Fuzzy Costs in the Objective Function -- 4 Fuzzy Regression Analysis -- 4.1 Fuzzy Linear Regression -- 5 Numerical Example -- 6 Conclusion -- References -- Effect of the Growth of Carbon Emissions as a Function of GDP Per Capita and Its Relationship with the SDG in American and European Countries: An Application of Neural Networks -- 1 Introduction -- 2 Sustainable Development, SDG and Agenda 2030 -- 3 Methodology -- 4 Results -- 5 Discussion and Conclusions -- References -- Transportation and Distribution Models A Fuzzy Approach for Organizational Transportation Aligned with the Sustainable Development Goals: Health Promotion, Inequality Reduction, and Responsible Consumption -- 1 Introduction -- 2 School Bus Routing Problem -- 3 Mathematical Model -- 4 Solution Approach -- 5 Results and Discussion -- 6 Conclusion -- References -- A VND to Solve the Bi-objective Tourist Trip Design Problem with Fuzzy Constraints and Reducing CO2 -- 1 Introduction -- 2 Background -- 3 Bi-objective Fuzzy Model Formulation -- 4 Solution Method -- 4.1 Fuzzy Optimization Approach -- 4.2 VND Metaheuristic Procedure -- 4.3 Construction of Initial Routes -- 4.4 Neighbourhood Change -- 5 Experimentation -- 6 Conclusion -- References -- A Multi-objective Solid Transportation Problem in Sustainable Development -- 1 Introduction -- 2 Preliminaries -- 3 Time Variant Multi-objective Multi-item Solid Transportation Problem in Sustainable Development in Terms of (γ,δ) Interval Valued Fuzzy Numbers -- 4 Solution Procedure -- 4.1 Reduction of (γ,δ) Interval Valued Fuzzy Numbers into Interval Number -- 4.2 Reduction of Interval into Real Number -- 4.3 Hybrid Method for Solving Multi-objective Transportation Problem -- 5 Numerical Illustration -- 5.1 Discussion of Results -- 6 Conclusions -- References -- On the Generation of Alternative Solutions for a Perishable Food Distribution Problem -- 1 Introduction -- 2 The 'Modeling to Generate Alternatives' Approach -- 3 A Model for Perishable Foods Distribution -- 3.1 Problem Statement -- 3.2 Model Formulation and Solution Procedure -- 4 MGA for Perishable Food Distribution -- 4.1 Measuring Similarity of Solutions -- 4.2 Fuzzy Constraint for the Transportation Cost Difference -- 4.3 Solving Strategy -- 5 Additional Quality Criteria -- 5.1 Damage Cost -- 5.2 Average Freshness -- 5.3 Service Level -- 5.4 Total Tardiness -- 6 Application Example 6.1 Data and Parameters -- 6.2 Computational Results -- 7 Conclusion -- References -- Solving Two-Stage Multi-objective Transportation Problem Using Goal Programming and Its Application to Sustainable Development -- 1 Introduction -- 2 Review of Related Research -- 3 Problem Environment -- 4 Model Formulation -- 4.1 Algorithm for Selection of Goals to the Objective Functions In Two-Stage TP -- 5 Numerical Example -- 5.1 Results and Discussions -- 6 Analyzing Sustainable Development by Two-Stage MOTP -- 7 Conclusion and Outlook -- References |
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| discipline_str_mv | Informatik Wirtschaftswissenschaften |
| edition | 1st ed |
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| genre | (DE-588)4143413-4 Aufsatzsammlung gnd-content |
| genre_facet | Aufsatzsammlung |
| id | DE-604.BV049019460 |
| illustrated | Not Illustrated |
| index_date | 2024-07-03T22:13:39Z |
| indexdate | 2024-07-10T09:52:58Z |
| institution | BVB |
| isbn | 9783030973445 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-034282367 |
| oclc_num | 1311286596 |
| open_access_boolean | |
| owner | DE-2070s |
| owner_facet | DE-2070s |
| physical | 1 Online-Ressource (301 Seiten) |
| psigel | ZDB-30-PQE ZDB-30-PQE HWR_PDA_PQE |
| publishDate | 2022 |
| publishDateSearch | 2022 |
| publishDateSort | 2022 |
| publisher | Springer International Publishing AG |
| record_format | marc |
| series2 | Studies in Computational Intelligence Series |
| spelling | Verdegay, José Luis Verfasser aut Computational Intelligence Methodologies Applied to Sustainable Development Goals 1st ed Cham Springer International Publishing AG 2022 ©2022 1 Online-Ressource (301 Seiten) txt rdacontent c rdamedia cr rdacarrier Studies in Computational Intelligence Series v.1036 Description based on publisher supplied metadata and other sources Intro -- Preface -- Contents -- Contributors -- Computational Intelligence and SDG -- A Review on the Role of Computational Intelligence on Sustainability Development -- 1 Introduction -- 2 Overview of Existing Works -- 3 Scientometric Analysis -- 4 Possible Future Trends of Research -- 5 Conclusion -- References -- Fuzzy Linguistic Summaries for Human Centric Analyses of Sustainable Development Goals (SDG) Related to Technological Innovations -- 1 Introduction -- 2 Sustainable Development Goals (SDGs) and Technology, and Innovation -- 3 Assessment and Evaluation of Innovativeness -- 4 Verbalization of Data Analysis Results via Linguistic Summaries -- 5 Examples of Linguistic Summaries for the Assessment of Innovation -- 6 Concluding Remarks -- References -- Impact of Human-Computer Interaction in the Global Sustainable Development Goals -- 1 Introduction -- 2 Background -- 2.1 SDG: Sustainable Development Goals -- 2.2 Human Computer Interaction -- 3 Related Works -- 4 Proposal -- 5 HCI Methodologies -- 6 Discussion -- 7 Conclusions and Further Work -- References -- Health Control Models -- Investigating the Key Parameters Affecting Sustainable IoT-Based Marketing -- 1 Introduction -- 2 Sustainable Marketing -- 3 Sustainable IoT Based Marketing -- 3.1 IoT Based Marketing -- 3.2 Components of IoT-Based Sustainable Marketing -- 3.3 Managing IoT-Based Sustainable Marketing -- 4 Conclusion -- References -- Applications of Computational Intelligence in the Studies of Covid-19 -- 1 Introduction -- 2 Using Computational Intelligence in Covid-19 Studies -- 3 Creating Scenarios for the Development of Covid-19 -- 4 Acquisition of Knowledge About the Fatality of Covid19 -- 5 Conclusions -- References -- Quantification of the Risk of ASF Appearance Using OWA Operators -- 1 Introduction -- 2 Materials and Methods -- 2.1 Operator Weight Average 2.2 OWA Weights Based on Preference Quantifiers -- 2.3 Consensus of Experts' Individual Weight Vectors -- 2.4 Quantifying Risk Using a Hierarchical Representation -- 3 Results and Discussion -- 3.1 OWA Weights Based on Preference Quantifiers -- 3.2 Another Variant of Solution -- 4 Conclusions -- References -- An Optimization Model for Location-Allocation of Health Services Under Uncertainty -- 1 Introduction and Motivation -- 2 Location-Allocation of Healthcare Facilities -- 2.1 Mathematical Model -- 3 Basics on Fuzzy Numbers -- 4 A Fuzzy Location-Allocation Model -- 5 Application Example -- 6 Concluding Remarks -- References -- Computational Intelligence and Tikhonov Regularization with Reduced Dimension Model: Applications in Health, Renewable Energy and Climate Heat Transfer Inverse Problems -- 1 Introduction -- 2 Fixed Point Iteration Method with Reduced Model -- 2.1 The Fixed Point Iteration Method (FP) -- 2.2 The Reduced Dimension Model Approach -- 3 Direct Problems -- 3.1 Direct Problem 1: Spatially Varying Thermal Conductivity of a Biological Tissue -- 3.2 Direct Problem 2: Inlet Temperature Profile in a Parallel Plates Channel -- 3.3 Direct Problem 3: Radiative Transfer with Variable Space Dependent Scattering Albedo -- 4 Inverse Problems -- 5 Results and Discussion -- 5.1 Results for the Inverse Problem 1 (IP-1) -- 5.2 Results for the Inverse Problem 2 (IP-2) -- 5.3 Results for the Inverse Problem 3 (IP-3) -- 6 Conclusions -- References -- Emission Control Models -- Intelligent Collaborative Freight Distribution to Reduce Greenhouse Gas Emissions: A Review -- 1 Introduction -- 2 Collaborative Transportation -- 3 Vehicle Routing Problems with Cross-Docking -- 4 Collaborative Freight Distribution -- 5 Future Research Lines -- References -- Pressure Sensor Placement for Leak Location in Zones of a Water Distribution Network -- 1 Introduction 2 Preliminaries -- 2.1 Hydraulic Modeling of Water Distribution Networks and Leak Scenarios Generation -- 2.2 Partitioned WDN and Zone Definition -- 3 Methodology -- 3.1 Leak Detection and Location -- 3.2 Sensor Placement Problem -- 4 Computational Experiments -- 4.1 Case Study -- 4.2 Simulation Framework -- 4.3 Solution Framework for Sensor Placement -- 5 Results and Discussion -- 6 Conclusions -- References -- Forecasting Tropospheric Ozone Using Neural Networks and Wavelets: Case Study of a Tropical Coastal-Urban Area -- 1 Introduction -- 2 Related Works -- 3 Basic Concepts -- 3.1 Artificial Neural Networks -- 3.2 Wavelets Transform -- 4 Methodology -- 4.1 Data and Statistics Description -- 4.2 Feature Augmentation with Discrete Wavelet Transform -- 4.3 Implementing LSTM -- 5 Results and Discussion -- 6 Conclusions -- References -- Power Curve Estimation of Wind Farms with Imprecise Data by Fuzzy Quadratic Programming -- 1 Introduction -- 2 Quadratic Programming -- 3 A General Model for Quadratic Programming Under Fuzzy Environment -- 3.1 Parametric Idea to Solve Quadratic Programming with Fuzzy Relation Order in the Set of Constraints -- 3.2 Parametric Idea to Solve Quadratic Programming with Fuzzy Costs in the Objective Function -- 4 Fuzzy Regression Analysis -- 4.1 Fuzzy Linear Regression -- 5 Numerical Example -- 6 Conclusion -- References -- Effect of the Growth of Carbon Emissions as a Function of GDP Per Capita and Its Relationship with the SDG in American and European Countries: An Application of Neural Networks -- 1 Introduction -- 2 Sustainable Development, SDG and Agenda 2030 -- 3 Methodology -- 4 Results -- 5 Discussion and Conclusions -- References -- Transportation and Distribution Models A Fuzzy Approach for Organizational Transportation Aligned with the Sustainable Development Goals: Health Promotion, Inequality Reduction, and Responsible Consumption -- 1 Introduction -- 2 School Bus Routing Problem -- 3 Mathematical Model -- 4 Solution Approach -- 5 Results and Discussion -- 6 Conclusion -- References -- A VND to Solve the Bi-objective Tourist Trip Design Problem with Fuzzy Constraints and Reducing CO2 -- 1 Introduction -- 2 Background -- 3 Bi-objective Fuzzy Model Formulation -- 4 Solution Method -- 4.1 Fuzzy Optimization Approach -- 4.2 VND Metaheuristic Procedure -- 4.3 Construction of Initial Routes -- 4.4 Neighbourhood Change -- 5 Experimentation -- 6 Conclusion -- References -- A Multi-objective Solid Transportation Problem in Sustainable Development -- 1 Introduction -- 2 Preliminaries -- 3 Time Variant Multi-objective Multi-item Solid Transportation Problem in Sustainable Development in Terms of (γ,δ) Interval Valued Fuzzy Numbers -- 4 Solution Procedure -- 4.1 Reduction of (γ,δ) Interval Valued Fuzzy Numbers into Interval Number -- 4.2 Reduction of Interval into Real Number -- 4.3 Hybrid Method for Solving Multi-objective Transportation Problem -- 5 Numerical Illustration -- 5.1 Discussion of Results -- 6 Conclusions -- References -- On the Generation of Alternative Solutions for a Perishable Food Distribution Problem -- 1 Introduction -- 2 The 'Modeling to Generate Alternatives' Approach -- 3 A Model for Perishable Foods Distribution -- 3.1 Problem Statement -- 3.2 Model Formulation and Solution Procedure -- 4 MGA for Perishable Food Distribution -- 4.1 Measuring Similarity of Solutions -- 4.2 Fuzzy Constraint for the Transportation Cost Difference -- 4.3 Solving Strategy -- 5 Additional Quality Criteria -- 5.1 Damage Cost -- 5.2 Average Freshness -- 5.3 Service Level -- 5.4 Total Tardiness -- 6 Application Example 6.1 Data and Parameters -- 6.2 Computational Results -- 7 Conclusion -- References -- Solving Two-Stage Multi-objective Transportation Problem Using Goal Programming and Its Application to Sustainable Development -- 1 Introduction -- 2 Review of Related Research -- 3 Problem Environment -- 4 Model Formulation -- 4.1 Algorithm for Selection of Goals to the Objective Functions In Two-Stage TP -- 5 Numerical Example -- 5.1 Results and Discussions -- 6 Analyzing Sustainable Development by Two-Stage MOTP -- 7 Conclusion and Outlook -- References Computational intelligence Sustainable development-Data processing (DE-588)4143413-4 Aufsatzsammlung gnd-content Brito, Julio Sonstige oth Cruz, Carlos Sonstige oth Erscheint auch als Druck-Ausgabe Verdegay, José Luis Computational Intelligence Methodologies Applied to Sustainable Development Goals Cham : Springer International Publishing AG,c2022 9783030973438 |
| spellingShingle | Verdegay, José Luis Computational Intelligence Methodologies Applied to Sustainable Development Goals Intro -- Preface -- Contents -- Contributors -- Computational Intelligence and SDG -- A Review on the Role of Computational Intelligence on Sustainability Development -- 1 Introduction -- 2 Overview of Existing Works -- 3 Scientometric Analysis -- 4 Possible Future Trends of Research -- 5 Conclusion -- References -- Fuzzy Linguistic Summaries for Human Centric Analyses of Sustainable Development Goals (SDG) Related to Technological Innovations -- 1 Introduction -- 2 Sustainable Development Goals (SDGs) and Technology, and Innovation -- 3 Assessment and Evaluation of Innovativeness -- 4 Verbalization of Data Analysis Results via Linguistic Summaries -- 5 Examples of Linguistic Summaries for the Assessment of Innovation -- 6 Concluding Remarks -- References -- Impact of Human-Computer Interaction in the Global Sustainable Development Goals -- 1 Introduction -- 2 Background -- 2.1 SDG: Sustainable Development Goals -- 2.2 Human Computer Interaction -- 3 Related Works -- 4 Proposal -- 5 HCI Methodologies -- 6 Discussion -- 7 Conclusions and Further Work -- References -- Health Control Models -- Investigating the Key Parameters Affecting Sustainable IoT-Based Marketing -- 1 Introduction -- 2 Sustainable Marketing -- 3 Sustainable IoT Based Marketing -- 3.1 IoT Based Marketing -- 3.2 Components of IoT-Based Sustainable Marketing -- 3.3 Managing IoT-Based Sustainable Marketing -- 4 Conclusion -- References -- Applications of Computational Intelligence in the Studies of Covid-19 -- 1 Introduction -- 2 Using Computational Intelligence in Covid-19 Studies -- 3 Creating Scenarios for the Development of Covid-19 -- 4 Acquisition of Knowledge About the Fatality of Covid19 -- 5 Conclusions -- References -- Quantification of the Risk of ASF Appearance Using OWA Operators -- 1 Introduction -- 2 Materials and Methods -- 2.1 Operator Weight Average 2.2 OWA Weights Based on Preference Quantifiers -- 2.3 Consensus of Experts' Individual Weight Vectors -- 2.4 Quantifying Risk Using a Hierarchical Representation -- 3 Results and Discussion -- 3.1 OWA Weights Based on Preference Quantifiers -- 3.2 Another Variant of Solution -- 4 Conclusions -- References -- An Optimization Model for Location-Allocation of Health Services Under Uncertainty -- 1 Introduction and Motivation -- 2 Location-Allocation of Healthcare Facilities -- 2.1 Mathematical Model -- 3 Basics on Fuzzy Numbers -- 4 A Fuzzy Location-Allocation Model -- 5 Application Example -- 6 Concluding Remarks -- References -- Computational Intelligence and Tikhonov Regularization with Reduced Dimension Model: Applications in Health, Renewable Energy and Climate Heat Transfer Inverse Problems -- 1 Introduction -- 2 Fixed Point Iteration Method with Reduced Model -- 2.1 The Fixed Point Iteration Method (FP) -- 2.2 The Reduced Dimension Model Approach -- 3 Direct Problems -- 3.1 Direct Problem 1: Spatially Varying Thermal Conductivity of a Biological Tissue -- 3.2 Direct Problem 2: Inlet Temperature Profile in a Parallel Plates Channel -- 3.3 Direct Problem 3: Radiative Transfer with Variable Space Dependent Scattering Albedo -- 4 Inverse Problems -- 5 Results and Discussion -- 5.1 Results for the Inverse Problem 1 (IP-1) -- 5.2 Results for the Inverse Problem 2 (IP-2) -- 5.3 Results for the Inverse Problem 3 (IP-3) -- 6 Conclusions -- References -- Emission Control Models -- Intelligent Collaborative Freight Distribution to Reduce Greenhouse Gas Emissions: A Review -- 1 Introduction -- 2 Collaborative Transportation -- 3 Vehicle Routing Problems with Cross-Docking -- 4 Collaborative Freight Distribution -- 5 Future Research Lines -- References -- Pressure Sensor Placement for Leak Location in Zones of a Water Distribution Network -- 1 Introduction 2 Preliminaries -- 2.1 Hydraulic Modeling of Water Distribution Networks and Leak Scenarios Generation -- 2.2 Partitioned WDN and Zone Definition -- 3 Methodology -- 3.1 Leak Detection and Location -- 3.2 Sensor Placement Problem -- 4 Computational Experiments -- 4.1 Case Study -- 4.2 Simulation Framework -- 4.3 Solution Framework for Sensor Placement -- 5 Results and Discussion -- 6 Conclusions -- References -- Forecasting Tropospheric Ozone Using Neural Networks and Wavelets: Case Study of a Tropical Coastal-Urban Area -- 1 Introduction -- 2 Related Works -- 3 Basic Concepts -- 3.1 Artificial Neural Networks -- 3.2 Wavelets Transform -- 4 Methodology -- 4.1 Data and Statistics Description -- 4.2 Feature Augmentation with Discrete Wavelet Transform -- 4.3 Implementing LSTM -- 5 Results and Discussion -- 6 Conclusions -- References -- Power Curve Estimation of Wind Farms with Imprecise Data by Fuzzy Quadratic Programming -- 1 Introduction -- 2 Quadratic Programming -- 3 A General Model for Quadratic Programming Under Fuzzy Environment -- 3.1 Parametric Idea to Solve Quadratic Programming with Fuzzy Relation Order in the Set of Constraints -- 3.2 Parametric Idea to Solve Quadratic Programming with Fuzzy Costs in the Objective Function -- 4 Fuzzy Regression Analysis -- 4.1 Fuzzy Linear Regression -- 5 Numerical Example -- 6 Conclusion -- References -- Effect of the Growth of Carbon Emissions as a Function of GDP Per Capita and Its Relationship with the SDG in American and European Countries: An Application of Neural Networks -- 1 Introduction -- 2 Sustainable Development, SDG and Agenda 2030 -- 3 Methodology -- 4 Results -- 5 Discussion and Conclusions -- References -- Transportation and Distribution Models A Fuzzy Approach for Organizational Transportation Aligned with the Sustainable Development Goals: Health Promotion, Inequality Reduction, and Responsible Consumption -- 1 Introduction -- 2 School Bus Routing Problem -- 3 Mathematical Model -- 4 Solution Approach -- 5 Results and Discussion -- 6 Conclusion -- References -- A VND to Solve the Bi-objective Tourist Trip Design Problem with Fuzzy Constraints and Reducing CO2 -- 1 Introduction -- 2 Background -- 3 Bi-objective Fuzzy Model Formulation -- 4 Solution Method -- 4.1 Fuzzy Optimization Approach -- 4.2 VND Metaheuristic Procedure -- 4.3 Construction of Initial Routes -- 4.4 Neighbourhood Change -- 5 Experimentation -- 6 Conclusion -- References -- A Multi-objective Solid Transportation Problem in Sustainable Development -- 1 Introduction -- 2 Preliminaries -- 3 Time Variant Multi-objective Multi-item Solid Transportation Problem in Sustainable Development in Terms of (γ,δ) Interval Valued Fuzzy Numbers -- 4 Solution Procedure -- 4.1 Reduction of (γ,δ) Interval Valued Fuzzy Numbers into Interval Number -- 4.2 Reduction of Interval into Real Number -- 4.3 Hybrid Method for Solving Multi-objective Transportation Problem -- 5 Numerical Illustration -- 5.1 Discussion of Results -- 6 Conclusions -- References -- On the Generation of Alternative Solutions for a Perishable Food Distribution Problem -- 1 Introduction -- 2 The 'Modeling to Generate Alternatives' Approach -- 3 A Model for Perishable Foods Distribution -- 3.1 Problem Statement -- 3.2 Model Formulation and Solution Procedure -- 4 MGA for Perishable Food Distribution -- 4.1 Measuring Similarity of Solutions -- 4.2 Fuzzy Constraint for the Transportation Cost Difference -- 4.3 Solving Strategy -- 5 Additional Quality Criteria -- 5.1 Damage Cost -- 5.2 Average Freshness -- 5.3 Service Level -- 5.4 Total Tardiness -- 6 Application Example 6.1 Data and Parameters -- 6.2 Computational Results -- 7 Conclusion -- References -- Solving Two-Stage Multi-objective Transportation Problem Using Goal Programming and Its Application to Sustainable Development -- 1 Introduction -- 2 Review of Related Research -- 3 Problem Environment -- 4 Model Formulation -- 4.1 Algorithm for Selection of Goals to the Objective Functions In Two-Stage TP -- 5 Numerical Example -- 5.1 Results and Discussions -- 6 Analyzing Sustainable Development by Two-Stage MOTP -- 7 Conclusion and Outlook -- References Computational intelligence Sustainable development-Data processing |
| subject_GND | (DE-588)4143413-4 |
| title | Computational Intelligence Methodologies Applied to Sustainable Development Goals |
| title_auth | Computational Intelligence Methodologies Applied to Sustainable Development Goals |
| title_exact_search | Computational Intelligence Methodologies Applied to Sustainable Development Goals |
| title_exact_search_txtP | Computational Intelligence Methodologies Applied to Sustainable Development Goals |
| title_full | Computational Intelligence Methodologies Applied to Sustainable Development Goals |
| title_fullStr | Computational Intelligence Methodologies Applied to Sustainable Development Goals |
| title_full_unstemmed | Computational Intelligence Methodologies Applied to Sustainable Development Goals |
| title_short | Computational Intelligence Methodologies Applied to Sustainable Development Goals |
| title_sort | computational intelligence methodologies applied to sustainable development goals |
| topic | Computational intelligence Sustainable development-Data processing |
| topic_facet | Computational intelligence Sustainable development-Data processing Aufsatzsammlung |
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