Structural Design Optimization: Methods and Applications
( 25 Modules )

Module #1
Introduction to Structural Design Optimization
Overview of design optimization, importance, and applications in structural engineering

Module #2
Design Optimization Fundamentals
Basic concepts, terminology, and formulation of optimization problems

Module #3
Optimization Methods:Overview
Classification, categorization, and comparison of optimization methods

Module #4
Linear Programming (LP)
Formulation, solution methods, and applications in structural design

Module #5
Non-Linear Programming (NLP)
Formulation, solution methods, and applications in structural design

Module #6
Integer Programming (IP)
Formulation, solution methods, and applications in structural design

Module #7
Dynamic Programming (DP)
Formulation, solution methods, and applications in structural design

Module #8
Metaheuristics:Introduction
Overview of metaheuristics, advantages, and limitations

Module #9
Genetic Algorithms (GA)
Principles, implementation, and applications in structural design

Module #10
Simulated Annealing (SA)
Principles, implementation, and applications in structural design

Module #11
Particle Swarm Optimization (PSO)
Principles, implementation, and applications in structural design

Module #12
Ant Colony Optimization (ACO)
Principles, implementation, and applications in structural design

Module #13
Topology Optimization:Introduction
Overview of topology optimization, applications, and challenges

Module #14
Topology Optimization Methods
Solid Isotropic Material with Penalization (SIMP), BESO, and other methods

Module #15
Shape Optimization:Introduction
Overview of shape optimization, applications, and challenges

Module #16
Shape Optimization Methods
Shape gradient methods, level set methods, and other techniques

Module #17
Sizing Optimization:Introduction
Overview of sizing optimization, applications, and challenges

Module #18
Sizing Optimization Methods
Gradient-based methods, surrogate-based methods, and other techniques

Module #19
Multi-Disciplinary Design Optimization (MDO)
Overview of MDO, applications, and challenges in structural design

Module #20
Uncertainty Quantification and Reliability-Based Optimization
Methods for uncertainty quantification and reliability-based optimization

Module #21
Applications in Steel Structures
Optimization of steel structures, including beams, columns, and frames

Module #22
Applications in Concrete Structures
Optimization of concrete structures, including slabs, beams, and columns

Module #23
Applications in Composite Structures
Optimization of composite structures, including beams, columns, and frames

Module #24
Case Studies and Real-World Applications
Practical examples and case studies of structural design optimization

Module #25
Course Wrap-Up & Conclusion
Planning next steps in Structural Design Optimization: Methods and Applications career

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Structural Design Optimization: Methods and Applications ( 25 Modules )

Structural Design Optimization: Methods and Applications
( 25 Modules )