Artificial intelligence and evolutionary computations in engineering systems : proceedings of ICAIECES 2017 /: proceedings of ICAIECES 2017. ([2018])

• Record Type: Book
• Other Titles: ICAIECES 2017
• Further Information: Note: Subhransu Sekhar Dash, Paruchuri Chandra Babu Naidu, Ramazan Bayindir, Swagatam Das, editors.
• Editors: Dash, Subhransu Sekhar; Naidu, Paruchuri Chan Babu; Bayindir, Ramazan; Das, Swagatam
• Other Names: International Conference on Artificial Intelligence and Evolutionary Computations in Engineering Systems
• Contents: Intro; Preface; Contents; About the Editors; 1 Testing the Functionality of Firewall in Software-Defined Networking; Abstract; 1 Introduction; 2 Firewall; 3 OpenFlow Protocol; 4 Methodology; 5 Experimental Set-Up; 6 Result and Discussion; 6.1 Scenario 1; 6.2 Scenario 2; 6.3 Scenario 3; 7 Latency and Throughput; 8 Conclusion; References; 2 An Extension of 2D Laplacian of Gaussian (LoG)-Based Spot Detection Method to 3D; Abstract; 1 Introduction; 2 Methodology; 2.1 Original 2D Laplacian of Gaussian (LoG); 2.2 3D Laplacian of Gaussian (LoG); 2.3 3D Synthetic Image Datasets 2.4 Performance Measures3 Experimental Results; 4 Conclusions; Bibliography; 3 Distributive MPPT Approach Using ANFIS and Perturb&Observe Techniques Under Uniform and Partial Shading Conditions; Abstract; 1 Introduction; 2 MPPT Techniques; 2.1 Perturb&Observe (P&O) Technique; 2.2 Adaptive Neuro-Fuzzy Inference System (ANFIS); 2.3 Series-Connected Distributed Maximum Power Point Tracking (DMPPT); 3 Simulation Model; 4 Results and Discussion; 5 Conclusion; References; 4 Performance of MPPT in Photovoltaic Systems Using GA-ANN Optimization Scheme; Abstract; 1 Introduction; 2 Related Works 3 Proposed Model3.1 Modeling of Buck-Boost DC-to-DC Converter; 3.2 Artificial Neural Network Maximum Power Point Tracking Controller (ANN-MPPT); 3.3 Genetic Algorithm Maximum Power Point Tracking Controller (GA-MPPT); 4 Simulation and Numerical Results; 5 Conclusion; References; 5 The Use of Multilayer Perceptron to Classify and Locate Power Transmission Line Faults; Abstract; 1 Introduction; 2 Experimental Setup; 3 Experimental Results; 4 Conclusions; References; 6 Generation of 3D Realistic Synthetic Image Datasets for Spot Detection Evaluation; Abstract; 1 Introduction; 1.1 Previous Work 2 Simulation Framework2.1 Background Modelling; 2.2 Spot Appearance; 2.3 Noise Generation; 2.4 Signal-to-Noise Ratio; 3 Experimental Set-up; 3.1 Synthetic Images; 3.2 Evaluation; 4 Experimental Results; 5 Conclusions; Acknowledgements; References; 7 Modified Newton's Method in the Leapfrog Method for Mobile Robot Path Planning; Abstract; 1 Introduction; 2 Optimal Control; 2.1 Leapfrog Method; 2.2 Modified Newton's Method; 3 Simulation Results; 4 Conclusion and Future Work; Bibliography; 8 Impact of Poor Data Quality in Remotely Sensed Data; Abstract; 1 Introduction; 2 Missing Data Techniques 2.1 Listwise Deletion2.2 Mean-Mode Imputation; 2.3 Nearest Neighbour Imputation; 2.4 Regression Imputation; 3 Machine Learning Techniques; 3.1 Random Forest; 3.2 k-nearest Neighbour; 3.3 Artificial Neural Networks; 3.4 Support Vector Machines; 4 Study Methodology; 4.1 Experimental Set-up; 4.2 Experimental Results; 5 Conclusion; Acknowledgements; References; 9 Image Enrichment Using Single Discrete Wavelet Transform Multi-resolution and Frequency Partition; Abstract; 1 Introduction; 1.1 Image Fusion; 1.2 Standard Image Fusion Methods; 2 DCT-Frequency Partition; 2.1 Procedure for DCT-FP
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2018
• Copyright Date: 2018
• Extent: 1 online resource, illustrations (some color)
• Subjects: 006.3; Artificial intelligence -- Congresses; Computational intelligence -- Congresses; COMPUTERS / General; Artificial intelligence; Computational intelligence; Electronic books; Conference papers and proceedings
• Languages: English
• ISBNs: 9789811078682; 9811078688
• Related ISBNs: 9789811078675
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (EBSCO, viewed March 26, 2018).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.