Is there any nonlinear direct search optimization algorithm better than Nelder-Mead Simplex integrated in fminsearch of Matlab?
3 views (last 30 days)
Show older comments
JianQiang Gong
on 2 Nov 2015
Answered: sudheesh pai
on 18 Dec 2015
Helle, guys! Right now, I am using fminsearch in Matlab as the optimizer to optimize a slotted substrate integrated waveguide (SIW) antenna. There are 8 longitudinal slots in the SIW H-plane as shown in Fig.1, in order to realize a Taylor distribution with -25 dB sidelobe level. So there are 16 variables in total to be optimized, including each slot's offset length (xi) and length (li), while setting its width (w) and slot interval (l01, l02,...) to constant. As a result, the optimization process is very upset as shown in Fig. 2. It's found the capability of the fminsearch is very weak and the variables only take little change in thousands. Few good solutions can be found in the optimization process. So I'd like to ask is there any better strategy to optimize such a problem? Hopping some optimization masters can give me some hints to improve the optimization efficiency.
Figure 1 SIW Slotted Antenna with Varibles Illustration
Figure 2 Optimization Process with Fitness Function Value versus Iteration Step
0 Comments
Accepted Answer
John D'Errico
on 2 Nov 2015
I would never recommend use of Nelder-Mead on problems with above about 6-8 variables. 16 is wildly too high.
Fminsearch is a basic Nelder-Mead code, nothing more.
If you need a better optimizer, then look at the optimization toolbox. I think TOMLAB is also still around. And consider YALMIP, which is on the FEX as I recall.
3 Comments
John D'Errico
on 3 Nov 2015
Edited: John D'Errico
on 3 Nov 2015
That I cannot help you with, since I have never used either. The optimization toolbox has always been sufficient for my purposes. For an unconstrained problem, fminunc from the optimization toolbox would suffice. I'd not be surprised if you have constraints at some point.
YALMIP is quite cost effective though. :)
More Answers (1)
sudheesh pai
on 18 Dec 2015
any one have code to study matlab implementation of SIW? i would like to have a basic code.
0 Comments
See Also
Categories
Find more on Mathematics and Optimization in Help Center and File Exchange
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!