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Comparison of acquisition functions in bayesian optimization
I am not an expert in this area, but I'll tell you what I know about acquisition function types. From what I understand, in inte...

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Multi Objective Multi Reservoir Optimization (NSGA II) Formulation
I think that you are confusing yourself by using symbolic math. What might be worthwhile is to write this using the problem-bas...

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Sir how to write objective function for this in particle swarm optimization algorthim
I suppose that you know how to write code to calculate and . I suppose that you know how to write code to calculate the sum mul...

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patternsearch optimization with parallel computing and multistart
See the documentation examples Parallel MultiStart and Optimize an ODE In Parallel. Or just look at the Parallel Computing sect...

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Genetic Algorithm for differential equation parameter identification
Firstly, the code did not work as you gave it. The function you labeled as myfun2 should have been labeled myfun3. Secondly, yo...

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Optimization problem: matlab inbuilt function "getIpOptions" generates an error in fmincon
You are trying to maximize utility, so you should minimize the negative of the utility. The following code runs without error fo...

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How to get fzero to work on an array?
I don't know if this is what you wanted, but I got it to work by making a loop for fzero: x = .2:.1:.6; r = .3 + 3.*((x-.5).^2...

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How to formulate GA with plenty variables (e.g >24000 variables)
It seems that you have thousands of binary variables. If so, then indeed ga is not an effective solver for your problem. You wo...

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How to do curve fitting to a custom function with 7 fitting parameters?
There are examples related to this in Nonlinear Data-Fitting and possibly Fit an ODE. Alan Weiss MATLAB mathematical toolbox d...

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fmincon converges to initial value
I haven't looked at your problem in detail, but I suppose that the issue is related to those found in Optimizing a Simulation or...

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bayesopt with equality and inquality constraints
I believe that you have two errors in your formulation. As explained in Constraints in Bayesian Optimization, bayesopt attempts ...

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How to choose DiffMinChange value?
I suggest that you look at When the Solver Might Have Succeeded. In particular, https://www.mathworks.com/help/optim/ug/when-the...

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Solve optimization problem that iterates on parameters with constraints defined with numerical solutions to differential equations depending on those parameters
Perhaps the example Fit an Ordinary Differential Equation (ODE) can help. Alan Weiss MATLAB mathematical toolbox documentation...

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Change the range of potential hyperparameters when optimizing hyperparameter choice using fitrensemble
Looking in the documentation for fitrensemble I find this: ---- Set nondefault parameters by passing a vector of optimizableVa...

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help me to use a gamu/pareto to solve an optimization problem
Your three objective functions are t(1)(x(1) - x(4)),..., and your second condition contains the equations t(1)(x(1) - x(4)) = 0...

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Only feasible point for intlinprog
Sure, you are free to use the built-in 'savemilpsolutions' output function to collect the solutions, and eiither give a random o...

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Multi Objective Optimization with discrete variables ?
Yes, if you are careful to define the creation, mutation, and crossover functions so that all integer variables are integers, an...

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how can I get 5 parameters in using the optimization tool of an equation
I would not write the sum of squares explicitly. Instead, formulate your problem as an EquationProblem and solve that. You can h...

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How I can solve multivariable optimization problem without Optimization toolbox?
I would solve this in a loop for X = 0, X = 1,..., X = 10. Alan Weiss MATLAB mathematical toolbox documentation

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Fsolve - Equation solved, inaccuracy possible.
I think that you might be going about this the wrong way. If you want to solve an ODE numerically, usually you should use ode45 ...

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Optimization problem with intlinprog
You see in the iterative display that the number of integer solutions is reported to be 0. That means that intlinprog did not ye...

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how to solve a deflection problem in pavement surface using genetic algorithms.
There are many ways to solve such model-fitting problems. See these examples: https://www.mathworks.com/help/matlab/math/exampl...

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fminunc stopped because it cannot decrease the objective function along the current search direction.
Please run with the CheckGradients option set to true. I think that you will find that you did not calculate the derivatives cor...

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How do I include a user specified hessian function for fmincon?
If you read the documentation for Including Gradients and Hessians, you will see that the fmincon 'interior-point' algorithm doe...

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How can I make sure I am using the right settings for the fmincon function?
You really should slow down to learn the tool that you are using a little bit better. Try working through the Getting Started no...

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Truss optimization, genetic algorithm
That statement does not indicate an error. That indicates normal ending of the solver iterations. Congratulations! Alan Weiss ...

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Optimisation toolbox (GA)
You might want to refer to the documentation for gamultiobj or to the documentation of multiobjective optimization. Alan Weiss ...

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Export results Optimtool app
To use optimtool, all variables need to be in one vector. See Writing Scalar Objective Functions. To export to the workspace, s...

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I keep getting the error "NVARS" must be positive integer while implementing GA. please help....
I did not read your code in detail, but the line where you call ga is [x, err_ga] = ga(h, c, ga_opts); Look at the documentati...

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How to define the objective function to solve an optimization problem with Matlab?
If I understand you correctly, your objective function (the thing you are trying to minimize) is integer-valued. Small changes i...

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