Book Series - Volume I
Model-based and Signal-Based Inverse Methods
Model-Based and Signal-Based Inverse Methods
– Chapter 2. Overview of Some Optimization and Identification Techniques for Inverse Problems ofDetection, Localization and Parameter Estimation.
– Chapter 3. An overview of Linear and Non-linear Programming methods for StructuralOptimization.
– Chapter 4. Overview of Traditional and Recent Heuristic Optimization Methods.
– Chapter 5. Application of Machine Learning and Multi-Disciplinary/Multi-Objective Optimization Techniques for Conceptual Aircraft Design.
– Chapter 6. On a Bio-Inspired Method for Topology Optimization via Map L-Systems and Fractone Modeling.
– Chapter 7. Fundamentals on the Topological Derivative concept and its classical applications.
– Chapter 8. Ultrasound Obstacle Identification using the Boundary Element and TopologicalDerivative Methods.
– Chapter 9. Fundamental Concepts on Wavelet Transforms.
– Chapter 10. Application of Wavelet Transforms to Structural Damage Monitoring & Detection.
– Chapter 11. Inverse Methods using KF, EKF, EIF, PF, and LS Techniques for Detection, Localization, and Parameter Estimation.
– Chapter 12. Fundamental Concepts for Impedance-based Structural Health Monitoring.
– Chapter 13. Fundamental Concepts for Guided Lamb Wave-based Structural Health Monitoring.
– Chapter 14. Machine Learning and Pattern Recognition: Methods and Applications for IntegrityMonitoring of Civil Engineering Structures.