Linked e-resources
Details
Table of Contents
Intro
Preface
List of Reviewers
Contents
Editors and Contributors
Smart Design and Its Applications: Challenges and Techniques
1 Introduction
2 Some Applications for Smart Design
2.1 City and Environment
2.2 Intelligent Networking
2.3 Security and Management
3 Some Techniques for Smart Design
4 Conclusions
References
City and Environment
Automatic Generation Control Scheme for Power Quality Improvement of Multi-source Power Generating System with Secondary Controller Optimization Using Parameter-Setting-Free Harmony Search
1 Introduction
2 Single-Area Multi-source Power System Modeling
3 Controller Design
4 Proposed Parameter-Setting-Free Harmony Search Algorithm-Tuned PID Controller
5 Simulation Results and Discussions
6 Conclusion
References
Environmental Sound Classification Using Neural Network and Deep Learning
1 Introduction
1.1 Scope
2 Related Work
3 Problem Formulation
3.1 Segmenting an Audio Signal Into Windows
4 Feature Extraction
4.1 Features Used for Training the Neural Network
5 Designing the Cost Function for Bayesian Regularised Neural Network
5.1 Over-Fitting and Regularization of Neural Networks
5.2 Bayesian Regularization
6 Bayesian Regularised Neural Networks for Urban Sound Noise Classification: A Deep Learning Approach
6.1 Deep Neural Network Design
6.2 Novel Design: Two Input-Output Neural Network Model
6.3 Classification of Multiple Sound Source
6.4 Novel Approach: Multi-label Classification Using Bayesian Regularized Fitnet Model and Deep Lerning Approach
7 Conclusion and Future Work
8 Problems
8.1 Feature Extraction
8.2 Designing of Optimal Neural Network
8.3 Single Label Detection
8.4 Multi Label Detection
References
Feature Selection Method Using CFO and Rough Sets for Medical Dataset
1 Introduction
2 Preliminaries
2.1 Central Force Optimization
2.2 Rough Set Theory
3 Proposed Algorithm
3.1 Preprocessing of Gene Expression Data
3.2 Fitness Function
4 Experimental Result
4.1 Parameter Setting and Datasets
4.2 Results and Discussion
5 Conclusion
References
Fuzzy-Based Optimal Solution for Minimization of Loss of Company Based on Uncertain Environment
1 Introduction
2 Related Works
3 Proposed Method
4 Simulation and Analysis
5 Conclusions
References
Intelligent Networking
Impacts of Computational Techniques for Wireless Sensor Networks
1 Introduction
1.1 WSN: Basic Introduction
1.2 WSN: Basic Application Area
2 Need of Optimization
3 Description of Applied Algorithm
3.1 Dragonfly Algorithm
3.2 Quasi-opposition Atom Search Optimization (QOASO) Algorithm
3.3 Pathfinder Algorithm (PA)
3.4 Salp Swarm Algorithm
4 Optimization Techniques Applied in WSN
4.1 Modeling of Consumption of Energy
4.2 Path Loss Model
4.3 System Lifetime Model
Preface
List of Reviewers
Contents
Editors and Contributors
Smart Design and Its Applications: Challenges and Techniques
1 Introduction
2 Some Applications for Smart Design
2.1 City and Environment
2.2 Intelligent Networking
2.3 Security and Management
3 Some Techniques for Smart Design
4 Conclusions
References
City and Environment
Automatic Generation Control Scheme for Power Quality Improvement of Multi-source Power Generating System with Secondary Controller Optimization Using Parameter-Setting-Free Harmony Search
1 Introduction
2 Single-Area Multi-source Power System Modeling
3 Controller Design
4 Proposed Parameter-Setting-Free Harmony Search Algorithm-Tuned PID Controller
5 Simulation Results and Discussions
6 Conclusion
References
Environmental Sound Classification Using Neural Network and Deep Learning
1 Introduction
1.1 Scope
2 Related Work
3 Problem Formulation
3.1 Segmenting an Audio Signal Into Windows
4 Feature Extraction
4.1 Features Used for Training the Neural Network
5 Designing the Cost Function for Bayesian Regularised Neural Network
5.1 Over-Fitting and Regularization of Neural Networks
5.2 Bayesian Regularization
6 Bayesian Regularised Neural Networks for Urban Sound Noise Classification: A Deep Learning Approach
6.1 Deep Neural Network Design
6.2 Novel Design: Two Input-Output Neural Network Model
6.3 Classification of Multiple Sound Source
6.4 Novel Approach: Multi-label Classification Using Bayesian Regularized Fitnet Model and Deep Lerning Approach
7 Conclusion and Future Work
8 Problems
8.1 Feature Extraction
8.2 Designing of Optimal Neural Network
8.3 Single Label Detection
8.4 Multi Label Detection
References
Feature Selection Method Using CFO and Rough Sets for Medical Dataset
1 Introduction
2 Preliminaries
2.1 Central Force Optimization
2.2 Rough Set Theory
3 Proposed Algorithm
3.1 Preprocessing of Gene Expression Data
3.2 Fitness Function
4 Experimental Result
4.1 Parameter Setting and Datasets
4.2 Results and Discussion
5 Conclusion
References
Fuzzy-Based Optimal Solution for Minimization of Loss of Company Based on Uncertain Environment
1 Introduction
2 Related Works
3 Proposed Method
4 Simulation and Analysis
5 Conclusions
References
Intelligent Networking
Impacts of Computational Techniques for Wireless Sensor Networks
1 Introduction
1.1 WSN: Basic Introduction
1.2 WSN: Basic Application Area
2 Need of Optimization
3 Description of Applied Algorithm
3.1 Dragonfly Algorithm
3.2 Quasi-opposition Atom Search Optimization (QOASO) Algorithm
3.3 Pathfinder Algorithm (PA)
3.4 Salp Swarm Algorithm
4 Optimization Techniques Applied in WSN
4.1 Modeling of Consumption of Energy
4.2 Path Loss Model
4.3 System Lifetime Model