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Optimization of differential equation parameters with lsqcurvefit function generates error in virtue of the parameter initial values
I haven't tried this, but I think that you defined your anonymous functions incorrectly. k1=@(c,x)A1*exp((-E1)/(R*x(2))); ...

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how to see the PID parameters when implementing Optimization app?
I'm not sure that I understand you. The PID parameters are your control variables, right? I mean, they are in the vector |x| tha...

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fmincon "not enough input argument"
What are your control variables? I mean, the variables that you want |fmincon| to move to look for an optimum? It looks like you...

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Print more iteration detail in GA code
Take a look at <https://www.mathworks.com/help/gads/custom-output-function-for-genetic-algorithm.html Custom Output Function for...

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Hello , How can we code project scheduling problems with time and resource constriants?..What are the fundamental concepts requred?
You might find some inspiration in the <https://www.mathworks.com/help/optim/linear-programming-and-mixed-integer-linear-program...

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number of generations in ga
# The <https://www.mathworks.com/help/gads/description-of-the-nonlinear-constraint-solver.html nonlinear constraint algorithm> t...

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particle swarm algorithm (PSO)
Sorry, <https://www.mathworks.com/help/gads/particleswarm.html |particleswarm|> does not accept any constraints except for bound...

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optimal values of input values to a function based on data
This sounds like <https://www.mathworks.com/help/matlab/math/example-curve-fitting-via-optimization.html Curve Fitting via Optim...

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How to discard solutions from simulated annealing algorithm?
I think that the real question is why are you doing this? If the answer is to optimize something, then you are doing yourself a ...

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Error when trying to do 'Hyperparameter Optimization' using Parallel Computing
Do you have a Parallel Computing Toolbox license? If so, then please tell us what version of MATLAB you are using. Alan Weiss...

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Is it possible to fit 30 data points to a differential equation system of 5 equation to determine 13 unkown constants? (for instance with lsqcurvefit)
The problem is not the number of data points, but the number of starting points. It is very typical to have multiple local minim...

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Undefined function or variable 'optimproblem'
As the <https://www.mathworks.com/help/optim/release-notes.html release notes> show, |optimproblem| was introduced in R2017b. Or...

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How to optimize an ode45 to find a constant value which completes a condition within a set time constraint
For an example showing how to optimize the parameters of an ODE, see <https://www.mathworks.com/help/optim/ug/fit-differential-e...

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Minimization Algorithm (fmincon)
After reading your code I decided that, based on the suggestions in <https://www.mathworks.com/help/optim/ug/optimizing-a-simula...

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How to determine the elapsed time (run time) in seconds to determine the efficiency of the GA in certain code?
I am not sure that I understand your question. Is this a homework problem, or are you trying to determine how to improve your op...

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What is MinLeafSize in Hyperparameter Optimization
<https://www.mathworks.com/help/stats/fitrtree.html#bt6cr84-MinLeafSize MinLeafSize description>. The algorithm is briefly sketc...

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Is there any gradient descent method available?
Indeed, |fminunc| has a mainly-undocumented gradient descent feature that you can see demonstrated in <https://www.mathworks.com...

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Should lsqcurvefit reshape the initializing parameter vector?
It is possible that the behavior of solvers is inconsistent, so when the vector orientation matters, I suggest that you be proac...

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fmincon linear contraint doens't work for me
|fmincon| does NOT guarantee that linear constraints are satisfied at intermediate iterations, only (to within tolerances) at th...

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Choice of step size
All of the <https://www.mathworks.com/help/optim/ug/constrained-nonlinear-optimization-algorithms.html |fmincon| algorithms> are...

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Writing an objective function for MILP and GA
I strongly suggest that you use |intlinprog| for your problem and do not attempt to use |ga|, as the <https://www.mathworks.com/...

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Optimization of objective function with integrals where a bound is an optimization variable
Currently, the problem-based approach, using |optimproblem| and the like, is only for <https://www.mathworks.com/help/optim/opti...

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fmincon in new Matlab version gives different results
I believe that nothing changed in the algorithm. However, there are always tweaks to the underlying MATLAB linear algebra routin...

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How can I apply PSO algorithm to optimize power flow in a simple power system ? and what is the output of PSO algorithm ? Can somebody provide me an simple example ?
The documentation, including several examples, is in <https://www.mathworks.com/help/gads/particle-swarm.html Particle Swarm>, f...

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Writing ga output to text file
I suspect that the issue is having multiple workers trying to write to the same output file at the same time. See "Factors that ...

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Matlab GA evaluating incorrect fitness values.
I think that the problem is that your |FF| function, as written, does not necessarily output nonnegative values if the |E| value...

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How can I do FE analysis in matlab?
Perhaps you can use <https://www.mathworks.com/help/pde/index.html Partial Differential Equation Toolbox>. Good luck, Alan...

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can we model non linear PDE in matlab using PDE model?
If the nonlinearity is of a supported type, then you should be able to model the PDE. See <https://www.mathworks.com/help/pde/ug...

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