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Preface; Acknowledgements; Contents; About the Editors; Fuzzy Logic; 1 A New Approach to Interval-Valued Fuzzy Soft Sets and Its Application in Decision-Making; Abstract; 1 Introduction; 2 Definitions and Notions; 3 Interval-Valued FSS; 4 Application of IVFSS in Decision-Making; 4.1 Algorithm; 5 Conclusions; References; 2 A Grid-Based Approach to Prolong Lifetime of WSNs Using Fuzzy Logic; Abstract; 1 Introduction; 2 Related Works; 3 Proposed Work; 3.1 Steps in Proposed Approach; 3.2 Input and Output for Fuzzy System; 3.2.1 Input Variables; 3.2.2 Output; 4 Simulation and Result Analysis
4.1 Simulation Results5 Conclusion and Future Scope; References; 3 Harmonics Minimization in Inverter Using Fuzzy Controller-Based Photovoltaic Cell; Abstract; 1 Introduction; 2 PV Cell; 2.1 Effect of Variation of Solar Irradiation; 3 Boost Converter; 4 Fuzzy Logic Controller Implementation in PV; 5 Simulink Model and Simulation Results; 5.1 The Simulation has been Done on the Basis of Data as; 6 Conclusion; References; 4 Fuzzy Logic-Based Unequal Clustering with On-Demand-Based Clustering Approach for a Better Lifetime of Wireless Sensor Network; Abstract; 1 Introduction; 2 Literature Review
3 The Proposed Approach3.1 Neighborhood Discovery Phase; 3.2 Cluster Setup Phase; 3.3 Fuzzy Logic-Based Cluster Range Calculation; 3.4 On-Demand Clustering; 4 Result and Discussion; 5 Conclusion; References; 5 Intuitionistic Fuzzy-Based Multi-Attribute Decision-Making Approach for Selection of Inventory Policy; Abstract; 1 Introduction; 2 Preliminaries on Intuitionistic Fuzzy Sets; 3 Working Procedure for Ranking [11]; 4 Numerical Example; 5 Conclusion; References; Artificial Neural Network; 6 An NSGA II-Based Approach for Optimization of Reconfigurable Cellular Manufacturing System; Abstract
1 Introduction2 Problem Formulation; 3 Parameter Selection; 4 Implementation of NSGA II; 4.1 Objective Functions; 4.2 Chromosome Encoding; 4.3 GA Operators; 5 Conclusion; References; 7 Advance Prediction of Adverse Digressions in Continuous-Time Systems Using ANN Kernels: A Generic Approach Instantiated in Steel Manufacturing; Abstract; 1 Introduction; 2 The Basic Classification Approach; 3 Shifting to the Continuity Paradigm; 4 Results, Generalization and Further Work; 5 Conclusions; References; 8 Determination of Suitable ANN Architecture for Groundwater Fluoride Prediction; Abstract
1 Introduction2 Materials and Methodology; 2.1 Study Area and Data; 2.2 Artificial Neural Network Model; 3 Model Architecture Determination; 3.1 Performance Evaluation of the Model; 4 Results and Discussion; 5 Conclusion and Recommendation; References; 9 Neural Network Based Breakout Predicting System for All Four Strands of Caster in a Continuous Casting Shop-A Case Study; Abstract; 1 Introduction; 2 Causes of Breakouts; 3 Loss Due to Breakout; 4 Network Design; 4.1 Training Data for Networks; 4.2 Normalization by Scaling Between 0 and 1; 4.3 Training Parameters
4.1 Simulation Results5 Conclusion and Future Scope; References; 3 Harmonics Minimization in Inverter Using Fuzzy Controller-Based Photovoltaic Cell; Abstract; 1 Introduction; 2 PV Cell; 2.1 Effect of Variation of Solar Irradiation; 3 Boost Converter; 4 Fuzzy Logic Controller Implementation in PV; 5 Simulink Model and Simulation Results; 5.1 The Simulation has been Done on the Basis of Data as; 6 Conclusion; References; 4 Fuzzy Logic-Based Unequal Clustering with On-Demand-Based Clustering Approach for a Better Lifetime of Wireless Sensor Network; Abstract; 1 Introduction; 2 Literature Review
3 The Proposed Approach3.1 Neighborhood Discovery Phase; 3.2 Cluster Setup Phase; 3.3 Fuzzy Logic-Based Cluster Range Calculation; 3.4 On-Demand Clustering; 4 Result and Discussion; 5 Conclusion; References; 5 Intuitionistic Fuzzy-Based Multi-Attribute Decision-Making Approach for Selection of Inventory Policy; Abstract; 1 Introduction; 2 Preliminaries on Intuitionistic Fuzzy Sets; 3 Working Procedure for Ranking [11]; 4 Numerical Example; 5 Conclusion; References; Artificial Neural Network; 6 An NSGA II-Based Approach for Optimization of Reconfigurable Cellular Manufacturing System; Abstract
1 Introduction2 Problem Formulation; 3 Parameter Selection; 4 Implementation of NSGA II; 4.1 Objective Functions; 4.2 Chromosome Encoding; 4.3 GA Operators; 5 Conclusion; References; 7 Advance Prediction of Adverse Digressions in Continuous-Time Systems Using ANN Kernels: A Generic Approach Instantiated in Steel Manufacturing; Abstract; 1 Introduction; 2 The Basic Classification Approach; 3 Shifting to the Continuity Paradigm; 4 Results, Generalization and Further Work; 5 Conclusions; References; 8 Determination of Suitable ANN Architecture for Groundwater Fluoride Prediction; Abstract
1 Introduction2 Materials and Methodology; 2.1 Study Area and Data; 2.2 Artificial Neural Network Model; 3 Model Architecture Determination; 3.1 Performance Evaluation of the Model; 4 Results and Discussion; 5 Conclusion and Recommendation; References; 9 Neural Network Based Breakout Predicting System for All Four Strands of Caster in a Continuous Casting Shop-A Case Study; Abstract; 1 Introduction; 2 Causes of Breakouts; 3 Loss Due to Breakout; 4 Network Design; 4.1 Training Data for Networks; 4.2 Normalization by Scaling Between 0 and 1; 4.3 Training Parameters