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List of Figures
List of Tables
3.1 List of experimental designs.
3.2 Factors
a
and
b
for
Central Composite
designs with full factorial cube points.
3.3
Latin Hypercube
design.
3.4
Latin Hypercube
design.
3.5 The first row for
Plackett-Burman
designs.
3.6 The
Plackett-Burman
design for 11 parameters.
3.7 2
3
Orthogonal Main Effect
design.
3.8
Supplemantary
design.
3.9 Comparison of the number of sample points for several types of experimental designs.
3.10 Formulas for the number of required factors for different types of polynomials.
3.11 Number of required factors for several types of polynomials and dimension of independent parameters.
3.12 The
analysis of variance table
.
4.1 Table of the measured data.
4.2 Comparison of the results from the optimizer and the exact solution.
4.3 Comparison of the results from the optimizer and exact solution.
4.4 Description of the parameters available in the experiment file.
4.5 Requests in the optimizer protocol.
5.1 Simulation flow of the the VDMOS transistor.
5.2 Parameters of the optimization problem.
5.3 Parameters of the first subproblem.
5.4 The initial guess for the device model.
5.5 The results of the inverse modeling task.
D.1 Command line options of the
vdoe
program
D.2 Possible transformations.
D.3 Available experimental design types
D.4 Explanation of the attributes following the design type.
E.1 Command line options of the
vrsm
program
F.1 Different types of residuum calculations.
F.2 Description of the parameters in the
optimizer
section.
F.3 Termination information of the
lmmin
program
H.1 Description of the parameters in the
optimizer
section.
R. Plasun
