CU16: Evolutionary Optimization in Computational Mechanics
Course Summary
This course introduces advanced concepts related to structural modeling using finite element methods and structural optimization through evolutionary techniques and metamodels, reinforced by experimental results. Students will explore rigorous mathematical formulations for complex problems, develop advanced evolutionary optimization models, and apply artificial intelligence techniques to industrial contexts. Critical discussion, validation of models numerically and experimentally, and practical industrial implementation recommendations are integral components of the course.Course Highlights
- Advanced Structural Modeling with Finite Element Methods
- Evolutionary Optimization Techniques
- Rigorous Mathematical Problem Formulation in Structural Optimization
- Metamodel-Based Optimization Approaches
- Numerical and Experimental Validation of Models
- Integration of AI Techniques in Industrial Applications
- Practical Implementation Strategies for Industry