Using GA can I put a condition on Population?
Sure, that is a simple linear inequality constraint. Probably easiest to represent using the problem-based formulation, but do w...

3 meses ago | 0

how to write multi objective particle swarm optimization?
As you probably understand, particleswarm is for single-objective optimization. You can fake the multiobjective part by taking a...

4 meses ago | 0

fmincon does not fulfil constraints
As documented, Iterations Can Violate Constraints. So I am not sure whether you are complaining about intermediate iterations (w...

4 meses ago | 0

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Gradient Calculation with fmincon and UseParallel
This is not the expected performance. I would usually expect that parallel gradient estimation would give you quite a bit of spe...

4 meses ago | 0

Recommended ML toolbox for complex spaceship braking optimization.
You might be able to use some Optimization Toolbox solvers. There is one (laughably simplified, but still) relevant example here...

4 meses ago | 0

Genetic Algorithm and PSO not varying from initial point, regardless of parameters and fitness function
You have a linear objective function and linear constraints. You should use linprog to solve your problem. Typically, a linear p...

4 meses ago | 0

optimization toolbox in matlab
This sounds like a job for intlinprog. Alan Weiss MATLAB mathematical toolbox documentation

4 meses ago | 0

Determinant of the Jacobian as a constraint couldn't avoid atan2(x,y) get into negative.
While I do not know what you are really doing, you should know that nonlinear constraints are not satisfied at intermediate iter...

4 meses ago | 1

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Genetic algorithm takes too much time to solve _ only linear objective and constraints
You say that you have a linear objective function and linear and integer constraints. In that case, you should not use the gene...

4 meses ago | 1

Arrays have incompatible sizes for this operation error
You are mixing up the two approaches, problem-based and solver-based. You cannot do that. You have x and y defined as optimizati...

4 meses ago | 0

how to Plot convergence of Simulated annealing optimization problem?
Perhaps you want to collect the cost as a vector that you can then plot. Something like this: % Put this line immediately after...

4 meses ago | 0

Very small feasibility value but very large first-order optimality value
This is a very interesting issue; I have never seen anything quite like it before. Apparently, you are providing gradients for b...

4 meses ago | 0

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Arrays have incompatible sizes for this operation error
It looks like the issue is that ai is not 36-by-36. You probably want something like ai = repmat(ai,1,36); z= (-1)*sum(x.*rij....

4 meses ago | 0

How to input mixed positive integer variable to "gamultiobj" fitness function?
If your MATLAB version is R2021b or later, you can use integer constraints in gamultiobj. For details, see the function referenc...

5 meses ago | 0

How to introduce constraints to my objective function (Genetic Algorithm)
You have at least two errors that keep the constraint function from working properly. First, this section needs a loop such as f...

5 meses ago | 0

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Problem training Gaussian process with 'ardsquaredexponential' kernel function using bayesopt
As stated in the documentation for OptimizeHyperparameters: "KernelScale cannot be optimized for any of the ARD kernels." Alan...

5 meses ago | 1

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Optimization completed because the size of the gradient is less than the value of the optimality tolerance.
I think that you are mistaking the exit message for the solution. The solution resides in the p variable that the solver returns...

5 meses ago | 1

I am doing Genetic algorithm for optimisation , but it is very slowly optimising, 1st itteration is not complete since 5hours but it is showing optimisation running.
ga is a slow algorithm. Most likely you have nonlinear constraints, which makes the algorithm even slower. If you do not have in...

5 meses ago | 0

Get best hyperparameters for ionosphere data using fitcecoc & bayesopt. but i am getting error optimizableVariable.
I do not understand why you are attempting to use fitcecoc with a 2-class model. Try this instead: load ionosphere mdl = fitcs...

5 meses ago | 0

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How to solve "Conversion to logical from optim.problemdef.OptimizationInequality is not possible." for logical statement for variable.
You need to take care of logical constraints using a roundabout sort of modeling construct. The documentation is here: Integer a...

5 meses ago | 0

fmincon pause after 2 iterations when using gradients
I don't know for sure, but MATLAB has a just-in-time compiler that does indeed make a sort of cache for code that is repeatedly ...

5 meses ago | 0

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lsqnonlin projectBox error when using OutputFcn
The error is because optimValues.residual is a vector, not a scalar. Possibly you want to write norm(optimValues.residual). Ala...

5 meses ago | 0

How can I ensure the nonlinear constraints are met before running the objective function?
You are in luck: all of your "nonlinear" constraints are, in fact, linear constraints. Simply rewrite your constraints as linear...

6 meses ago | 1

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When I'm using the fmincon function to solve an optimization problem，the optimization result is always near the initial value. How to avoid this situation?
There is a documentation section about this issue: Final Point Equals Initial Point. There is also the possibility that you are ...

6 meses ago | 0

How can I use Genetic Algorithm toolbox to calibrate a model?
It is entirely possible that I have misunderstood your question in some way. Feel freee to ask again with more explanation if my...

6 meses ago | 0

Optimization for differential equations and measuring points
You might find the following examples relevant: Fit ODE, Problem-Based Fit an Ordinary Differential Equation (ODE) Alan Weiss...

6 meses ago | 0

pass double symbolic expression to paretosearch
It depends on how you created your symbolic expressions. If you have two expressions, say obj1 and obj2, then two runs of matla...

6 meses ago | 0

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How can I using fmincon on both vector variables and matrix variables
You might enjoy the problem-based approach, which does not require you to put all variables into one. Alan Weiss MATLAB mathem...

6 meses ago | 0

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The StartPoint of Curve Fitting of the Function f(x)=a*exp(-x/b)+c
I think that your data is very small, about order 1e-8 instead of order 1. Here is a little script I knocked together that seems...

6 meses ago | 0

Optimize the more than one variable in bayesopt
I believe that the error is in this line: [y_pred,~] = predict(model,x.opt_v); The software passes a table of values in x, wit...

6 meses ago | 0

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