Alan Weiss
MathWorks
I write documentation for MATLAB mathematical toolboxes, primarily optimization. I have also written documentation for PDE, statistics, symbolic math, and econometrics.
My pre-MathWorks job was with Bell Labs, primarily in mathematical models of data traffic, with a strong interest in parallel computation and in rare events (large deviations).
I do not provide private consulting. If you have a question, please ask on a public forum such as MATLAB Answers.
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Genetic Algorithm Custom Output
I am not sure, but perhaps using the workflow in this example will help: Optimize Simulink Model in Parallel Alan Weiss MATLA...
5 months ago | 0
How to add graphs to genetic algorithm
The gaplotbestf plot is in the third row, second column of the Screenshot 2024-03-04 144951.png file that you attached. This plo...
1 year ago | 1
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Optimization FlowShop Problem- Error Received
You don't pass numJobs into your calculateMaxTardinessWithSequence function: function maxTardiness = calculateMaxTardinessWithS...
1 year ago | 0
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Why are the return results of the fcn2optimexpr function different between MATLAB2019b and MATLAB2023b?
I think that you need to turn off static analysis: [f,exitflag] = fcn2optimexpr(@mubiaofunction,x,Analysis="off") Alan Weiss ...
1 year ago | 0
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Global Optimisation and nested function problem
The reason objective_function can see those parameters is because you passed them into the Fitautocorrvins function, and that is...
1 year ago | 1
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Solve using genetic algorithm
I really don't understand what you are trying to do. You seem to be mixing up symbolic and numeric variables. If you want to use...
1 year ago | 1
Giving target function outputs to optimization algorithm
While I haven't tried this before, it sounds to me as if you could change your objective function to use a data set of known poi...
1 year ago | 0
Number of plots by gaplotpareto
If I understand your question, you are asking either How does the solver choose the number of points to plot? Or How does the ...
1 year ago | 1
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Optimization problem gets stuck before going into solver
It is apparent that solve is taking too long to calculate constraint derivatives using reverse-mode autodifferentiation. This mi...
1 year ago | 0
Optimizing the GRU training process using Bayesian shows errors
The error is coming from your code. Apparently, some points visited (that have, for example, NumOfUnits = 30, InitialLearnRate =...
1 year ago | 0
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Gaussian process regression - how to fit a basis function but not other parameters
I might misunderstand what you are trying to do, but perhaps you could use the OptimizeHyperparameters name-value argument to fi...
2 years ago | 0
When I use fmincon, the optimised result does not satisfy my non liner constraints
You would do better to use the default 'interior-point' algorithm, which arrives at a feasible solution. fun = @(x)4*x(1)+x(2);...
2 years ago | 0
How to use both pswplotbestf and pswplotranges for particleswarm?
The issue is that the pswplotranges output function was written incorrectly, and does not take into account that other plots mig...
2 years ago | 0
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Genetic Algorithm (ga) terminating after a few generations
Almost certainly this is because you use nonlinear constraints. When you use nonlinear constraints, there are very few major ite...
2 years ago | 0
HELP 3 variable optimization use fmincon
The short answer is you put all your variables into one variable, and call a solver on the one variable objective function. For ...
2 years ago | 0
How is genetic algorithm function's ga optimfunctions used? How do I use that? What is the difference between optimset and optimfunction? Why do I receive error in this code?
The correct function name is optimoptions: ga_opt = optimoptions('ga','Display', 'off', 'Generations', 25, 'PopulationSize',50,...
2 years ago | 1
How to obtain the optimised decision variable in the lower-layer when using genetic algorithm for a two-layer optimisation problem?
You can write these to an array, if you like. Something like this: function [DV_Up_Opt,Obj_Up_Opt,lowhistory] = myfun() lowhis...
2 years ago | 0
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fmincon non-linear optimisation: issues with sqp and interior-point
It sounds like you have done a good job in analyzing the solver behavior. There is one more thing that I have found that sometim...
2 years ago | 0
Solve linear equation optimization
You might find the examples in the linprog documentation useful. Alan Weiss MATLAB mathematical toolbox documentation
2 years ago | 0
pattern search does not perform function calculation between iterations.
I suggest that you turn on iterative display. I suspect that most of the values patternsearch samples evaluate to NaN or Inf or ...
2 years ago | 0
I want to fit my ode model to experimental data and derive parameters using lsqcurevfit and fmincon
There are some examples in the documentation of fitting ODE parameters to data: Fit ODE Parameters Using Optimization Variables...
2 years ago | 0
Can I adjust patternsearch meshsize using output function (during optimisation)?
Sorry to say, but a patternsearch output function does not allow you to change the mesh size. However, as I think you know, the ...
2 years ago | 0
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how does check gradient compare supplied gradients with finite difference gradients?
The CheckGradients option causes solvers to compare a finite-difference gradient estimate to the supplied gradient value, and if...
2 years ago | 0
Running genetic algorithm and Simulink in parallel
I am not at all sure that it is possible to run ga in parallel when the objective function is given by a Simulink model. For a ...
2 years ago | 1
optimising hybrid energy design using genetic algorithm
For an error of that type I think that you should learn to use the debugger. See Debug MATLAB Code Files and Set Breakpoints. A...
2 years ago | 0
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Fitness Scaling Options for Genetic Algorithm
The documentation says this: 'fitscalingrank' — The default fitness scaling function, 'fitscalingrank', scales the raw scores b...
2 years ago | 0
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Problems with lsqnonlin - initial parameters not changing
We don't see your ObjFunE code, so cannot be sure of what is going on. It seems that you are solving an ODE to create some outpu...
2 years ago | 0
Issue with large memory required for non-linear optimizer
You have 150^2 optimization variables. I do not see your parameterfun function, but if it is not a supported function for automa...
2 years ago | 1
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How to create a Triple Objective Genetic Algorithm establish constraints and plot 3D
I am sorry to say that I think that you need more help than we can give on this forum. If you want to have a productive interact...
2 years ago | 0
How to create a Triple Objective Genetic Algorithm establish constraints and plot 3D
OK, it seems that you have decided to use the solver-based approach, which is just fine. You set some nondefault options. I am ...
2 years ago | 0
