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