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Файл:численные методы оптимизации / simplex.ppt
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- •Optimization of Nonlinear,
- •Presentation Outline
- •Project Goals
- •Microgravity Fluid Research
- •Strong
- •Microgravity Test Facilities
- •Test Facilities
- •Test Facilities
- •Microgravity Simulation
- •Governing Equations
- •MGFLO
- •Optimization Theory
- •Nelder and Mead’s Method
- •Simplex Steps
- •Previous Work
- •Code Overview
- •Code Functions
- •Debugging & Validation
- •Optimization Path
- •Limitations
- •Applications
- •Particle Tracing Algorithm
- •Convergence History
- •Convergence History
- •Conclusions
- •Recommendations
- •Questions?
Optimization Path
Limitations
•Merit function dependence forpathological problems
• Not successful at maximizing vorticity in previous case
• Non-smooth merit functions (too many local maxima)
Applications
•Solve more complicated problem whose answer is not known a-priori
•System exposed to external environment via Newton’s law of cooling (mixed boundary
condition)
• Use particle tracing as a visualization technique
Case 1: Tdesired=310K
Particle Tracing Algorithm
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Heun predictor-corrector method |
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Second-order accurate in time |
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• Allows visualization/quantification of mixing
Convergence History
Case 2: Tdesired=340K
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