Szimuláció és Optimalizáció Minikurzus, 2013. 05. 14-24.
Pintér János (Pinter Consulting Services, Inc., Canada)
Global Optimization - Model Development, Algorithms, Software, and Applications.
Date: 2013. 05. 14-24.
9:00-12:00
Location: Research Center of Vehicle Industry - lecture room - Inno-Share building 2nd floor
Topics:
- Introductions, Course Objectives
- Operations Research, Optimization Models, and Solution Techniques
- The Relevance of Nonlinear and Global Optimization
- Local Nonlinear Optimization: Key Concepts
- The Global Optimization Model and Several Important Special Cases
- Exact and Heuristic Algorithms for Global Optimization
- Mixed Integer Nonlinear Optimization: Models and Solution Approaches
- Modeling Environments and Solver Engines
- Global (and Local) Nonlinear Optimization Software Implementations
- Software Demonstrations
- Modeling Tips and Solver Tuning for Better Performance
- Numerical Tests and Benchmarking of Optimization Software
- A Review of Existing and Prospective GO Applications
- Illustrative Case Studies, Applications in Engineering
- References and Further Information Sources