eldo_user

List of Figures
Figure 11-8. Scatter Plot of a Gaussian Sample and Contour Ellipses . . . . . . . . . . . . . . . . . 439
Figure 11-9. Scatter Plot and Marginal Distributions . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 441
Figure 11-10. The ISMC Method . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 453
Figure 11-11. Comparison Between Low Discrepancy and Pseudorandom Point Sets . . . . 456
Figure 11-12. Latin Hypercube Sampling . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 458
Figure 11-13. Output Files Organization. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 464
Figure 11-14. Illustration of Kurtosis and Skewness with μ=0 and σ=1. . . . . . . . . . . . . . . . 496
Figure 11-15. Global/Local Hierarchy. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 506
Figure 11-16. Histogram Annotations 1 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 511
Figure 11-17. CDF Plot (with Confidence Bounds) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 512
Figure 11-18. CDF Plot Right-Tail Part of the Empirical CDF. . . . . . . . . . . . . . . . . . . . . . . 513
Figure 11-19. Principle of the SETTLING Procedure. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 517
Figure 11-20. Scatter Plots of Output . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 522
Figure 11-21. Monte Carlo Analysis Example . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 527
Figure 11-22. LIMIT Distribution with L=-1 and U=+1. . . . . . . . . . . . . . . . . . . . . . . . . . . . 549
Figure 11-23. Four Random Samples from NOR/UNI Distributions . . . . . . . . . . . . . . . . . . 551
Figure 11-24. Four Random Samples when AUNIF(0,1,MULT) is Specified . . . . . . . . . . . 552
Figure 11-25. Four Random Samples when AGAUSS (0,1,1,MULT) is Specified . . . . . . . 553
Figure 12-1. Percentage of Cases in Eight Portions of the Gaussian Distribution . . . . . . . . 566
Figure 12-2. Common Statistics for UNIF(x,h). . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 567
Figure 12-3. Factor Levels for a Circuit Parameter x . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 568
Figure 12-4. Cuboidal Representation of Two 3-factors Designs . . . . . . . . . . . . . . . . . . . . . 575
Figure 13-1. Simulator as a Black Box . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 594
Figure 13-2. Discretization of Design Variables . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 595
Figure 13-3. Illustration of Optimality Conditions . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 625
Figure 13-4. Illustration of Constraints . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 625
Figure 13-5. Non-Valid and Valid Zeros. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 627
Figure 13-6. Different Types of Minima . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 629
Figure 13-7. Examples of Non-Smooth Problems. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 631
Figure 13-8. Discretization of Design Parameters. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 633
Figure 13-9. Inner and Outer Sweep Parameters. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 635
Figure 13-10. Scaling Transformation For Design Objectives Output . . . . . . . . . . . . . . . . . 644
Figure 13-11. Scaling Transformation for Variables Output. . . . . . . . . . . . . . . . . . . . . . . . . 645
Figure 13-12. Optimization Phase Output . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 646
Figure 13-13. Statistics and Diagnostics Output . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 647
Figure 13-14. Status of Variables Output . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 648
Figure 13-15. Status of Objectives Output . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 649
Figure 13-16. Analysis Of Last Simulation Output. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 650
Figure 13-17. Optimization Results with Respect to the Outer Loop Output . . . . . . . . . . . . 651
Figure 13-18. Illustration of Constraint Violations . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 660
Figure 13-19. Illustration of Slack. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 662
Figure 13-20. Plotted Values of the Merit Function . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 671
Figure 13-21. Filter Response . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 672
Figure 13-22. Optimized Response . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 674
Figure 13-23. Illustration of I-V characteristics . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 675
24 Eldo® User's Manual, 15.3