STK_TESTCASE_TRUSS3 provides information about the 'truss3' test case
CALL: TC = stk_testcase_truss3 ()
returns a structure TC that describes the 'truss3' test case, borrowed
from [1, chapter 9]. This structure contains two fields:
* .constants: all the numerical constants for this problem,
* .search_domain: an stk_hrect object that specifies the search
domain of the optimization problem.
TEST CASE OVERVIEW
The system considered in this test case is the following 3-bar truss:
<--------- D ----------->
<--- w --->
------A==========B==============C------
\_ | __/ ^
\_ | (2) __/ |
\_ | __/ L
(1) \_ | __/ (3) |
\_P_/ v
Nodes A, B and C are fixed (pin joints). Node P is submitted to both
an horizontal load F1 (e.g., wind) and a vertical load F2 (suspended
load).
The design variables are the cross-sections a1, a2 and a3 of the three
bars, and the horizontal position w of the vertical bar. The
quantities of interest are the total volume of the structure, the
mechanical (tensile) stress in the bars, and the displacement of P.
Various formulations of optimization problems can be considered,
depending on which quantities are selected as contraints and
objectives, and whether or not uncertainties are taken into account
(robust formulations).
NUMERICAL CONSTANTS
The numerical values borrowed from [1] have been converted to SI
units. The fields of TC.constants are:
* .D: truss width [m],
* .L: length of the vertical bar [m],
* .E: Young's modulus [Pa],
* .a_min: minimal cross-section [m^2],
* .a_max: maximal cross-section [m^2],
* .w_min: minimal value of the position of the vertical bar [m],
* .w_max: maximal value of the position of the vertical bar [m],
* .F1_mean: mean (nominal) value of the horizontal load [N],
* .F1_std: standard deviation of the horizontal load [N],
* .F2_mean: mean (nominal) value of the vertical load [N]
* .F2_std: standard deviation of the vertical load [N].
The standard deviations F1_std and F2_std are used in the formulation
of robust optimization problems [see 1, chap 11].
NUMERICAL FUNCTIONS
Two numerical functions are provided to compute the quantities of
interest of this test case:
* stk_testfun_truss3_vol: computes the total volume of the structure,
* stk_testfun_truss3_bb: computes the tensile stress in the bars and
the displacement of P.
Both functions have the same syntax:
V = stk_testfun_truss3_vol (X, CONST)
Z = stk_testfun_truss3_bb (X, CONST)
where CONST is a structure containing the necessary numerical
constants. To use the constants from [1], pass TC.constants as
second input argument.
Both functions accept as first input argument an N x D matrix
(or data frame) where D is either 4 or 6:
* columns 1--3: cross-section a1, a2 and a3,
* column 4: position w of the horizontal bar,
* column 5-6 (optional): horizontal and vertical loads F1, F2.
The second function is named 'bb' for 'black box', as it plays the
role of a (supposedly expensive to evaluate) black box computer model
for this test case. The output Z has five columns, corresponding to:
* columns 1--2: horizontal and vertical displacement y1, y2 of P,
* columns 3--5: tensile stress sigma_j in bars j = 1, 2 and 3.
EXAMPLE
tc = stk_testcase_truss3 (); n = 5;
% Draw 5 points uniformly in the 4D input domain ("design space")
xd = stk_sampling_randunif (n, [], tc.search_domain)
% Compute the volumes
v = stk_testfun_truss3_vol (xd, tc.constants)
% Compute displacements and stresses for nominal loads
z = stk_testfun_truss3_bb (xd, tc.constants)
% Draw loads from normal distributions
F = stk_dataframe (zeros (n, 2), {'F1' 'F2'});
F(:, 1) = tc.constants.F1_mean + tc.constants.F1_std * randn (n, 1);
F(:, 2) = tc.constants.F2_mean + tc.constants.F2_std * randn (n, 1);
% Compute displacements and stresses for the random loads
x = [xd F]
z = stk_testfun_truss3_bb (x, tc.constants)
REFERENCE
[1] Indraneel Das, Nonlinear Multicriteria Optimization and Robust
Optimality. PhD thesis, Rice University, 1997.
[2] Juhani Koski, Defectiveness of weighting method in multicriterion
optimization of structures. Int. J. for Numerical Methods in
Biomedical Engineering, 1(6):333-337, 1985.
See also: stk_testfun_truss3_vol, stk_testfun_truss3_bb