Answered
coneprog: Infeasibilities are satisfied in last step from iterative display but exitflag is still -2 (NoFeasiblePointFound)
I think that you have a misunderstanding about what the iterative display shows. For example, consider the documentation example...

2 years ago | 0

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Answered
Changing optimization technique for Gaussian process regression model
I answered a similar question recently: https://www.mathworks.com/matlabcentral/answers/1751170-svm-and-knn-hyperparameter Alan...

2 years ago | 0

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Answered
Not reproducibility in Random Forest with Hyperparameters
In creating your template for training, did you set the Reproducible name-value argument to true? Also, for your parallel option...

2 years ago | 1

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Answered
I want to solve this problem
You can use secondordercone by making a new variable , a linear objective , and another second-order cone constraint: Minimize ...

2 years ago | 1

Answered
SVM and KNN hyperparameter
Is this what you are looking for? fitcsvm hyperparameter options fitcknn hyperparameter options Alan Weiss MATLAB mathematic...

2 years ago | 0

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minimize linear objective function with quadratic constraint
I'm not sure that I understand you correctly. If is an array, then perhaps you are looking for z = zeros(size(y - yhat)); m1 ...

2 years ago | 0

Answered
SVM training with hyperparameter "CVPartition"
I think that you have a misunderstanding about what these options do. Look in the first paragraph of the documentation of Hyperp...

2 years ago | 0

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Answered
Genetic Algorithm - Your fitness function must return a scalar value solution?
I am not sure what you are trying to do. Your objective function has 661 components. Are you trying to solve for 661 different v...

2 years ago | 0

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Answered
how can I automaticlly optimize hyperparameter for lasso regression. I could not set the function input as variable.
As stated in the documentation, you cannot set Alpha = 0. The Alpha parameter must be strictly positive (and no more than 1). A...

2 years ago | 0

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Answered
What variable type is "Population" in a Genetic Algorthim and how to store individuals with long genomes?
Yes, it is possible to use ga with a custom population. For an example see Custom Data Type Optimization Using the Genetic Algor...

2 years ago | 0

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Answered
Simulink using with fmincon
Perhaps you can look at some worked examples and figure it out: Using fminimax with a Simulink Model lsqnonlin with a Simulink...

2 years ago | 0

Answered
I use fcn2optimexpr,but I got an error for scalar optimizationexpression
You had a misunderstanding. The A variable should be a scalar, not a vector. All issues stemmed from that one misunderstanding. ...

2 years ago | 0

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Answered
how can I optimize a neural network with multiple outputs using the Genetic Algorithm ?
Generally speaking, optimization algorithms try to minimize a single scalar function of the input variables . I don't know what...

2 years ago | 1

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how can i validate my optimization algorithm?
Your objective function is smooth. Therefore, you should not be using particleswarm or ga or simulannealbnd, but instead should ...

2 years ago | 0

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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...

2 years ago | 0

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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...

2 years ago | 0

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

2 years ago | 0

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Answered
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...

2 years ago | 0

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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...

2 years ago | 0

Answered
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...

2 years ago | 0

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

2 years ago | 0

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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...

2 years ago | 1

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Answered
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...

2 years ago | 1

Answered
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...

2 years ago | 0

Answered
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...

2 years ago | 0

Answered
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...

2 years ago | 0

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Answered
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....

2 years ago | 0

Answered
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...

2 years ago | 0

Answered
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...

2 years ago | 0

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Answered
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...

2 years ago | 1

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