
Добавил:
Upload
Опубликованный материал нарушает ваши авторские права? Сообщите нам.
Вуз:
Предмет:
Файл:численные методы оптимизации / simplex.ppt
X
- •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 for
pathological 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
• |
Heun predictor-corrector method |
|
|
|
|
|
|||||||||||
• |
Second-order accurate in time |
|
|
|
|
|
|
|
|||||||||
|
n 1 |
n |
|
3 |
n |
|
n |
|
1 |
n 1 |
, t |
n 1 |
|
||||
|
x p |
x p |
t |
2 |
u x p , t |
|
2 |
u x p |
|
|
|
||||||
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
||
|
n 1 |
n |
|
1 |
n 1 |
, t |
n 1 |
|
1 |
n |
|
n |
|
||||
|
xk |
x p |
t |
2 |
u x p |
|
2 |
u x p , t |
|
|
|||||||
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
• Allows visualization/quantification of mixing



Convergence History

Case 2: Tdesired=340K


Соседние файлы в папке численные методы оптимизации