CGO expDesign

This page is part of the CGO Manual. See CGO Manual.

Purpose

Computes an initial experimental design for CGO solvers.

Calling syntax

[X, O, F, Fpen, F00, Cc, Cn, nCon, nSample, ExDText, initRS] = expDesign(Percent, nSample, AddMP, nTrial, CLHMethod, SCALE, RandState, PriLev, Prob, varargin)

Description of inputs

Name

Description

Percent

Type of strategy to get the initial sampled values. Percent Experimental Design ExD Corner strategies 900 All Corners 1 997 xL + xU + adjacent corners 2 998 xU + adjacent corners 3 999 xL + adjacent corners Virtual Corners mod(Percent,100)% of the box 4 401-499 All Corners 17 501-599 xL + xU + adjacent corners 18 601-699 xU + adjacent corners 19 701-799 xL + adjacent corners 20 Deterministic Strategies|| 0 User given initial points 5 94-99 Use solver glcDirect 6 Latin Based Sampling|| 1 Maximin LHD 1-norm 7 2 Maximin LHD 2-norm 8 3 Maximin LHD Inf-norm 9 4 Minimal Audze-Eglais 10 5 Minimax LHD (only 2 dim) 11 6 Latin Hypercube 12 7 Orthogonal Samling 13 Random Strategies (pp in %) 1pp Circle surrounding 14 2pp Ellipsoid surrounding 15 3pp Rectangle surrounding 16 Negative values of Percent result in constrained versions of the experimental design methods 7-16. It means that all points sampled are feasible with respect to all given constraints. For ExD 5,6-12,14-16 user defined points are used.