Questions on the optimization functions of Mathematica such as FindMinimum/FindMaximum, Minimize/Maximize, NMinimize/NMaximize, etc.

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Is it possible to get the error estimates of predicted values computed by FindMinimum using the Levenberg Marquardt method?

I use the LevenbergMarquardt method of the FindMinimum function to minimize a residual function (mathematical-optimization). This residual function is computed from experimental data and the solution ...
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0answers
31 views

Check if interpolated function passes through a specified region

Is there an efficient way to check if a curve that was obtained as an Interpolating Function (from solving differential equations numerically) passes through a given region? I am solving for two ...
3
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1answer
56 views

Pareto optimal fronts using internal function?

Reading this question: How do I estimate the Pareto front in my multiobjective optimization problem? I found @Daniel Lichtbau's interesting answer. Yet I don't know how such an "internal function" ...
3
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1answer
95 views

Optimize a parametric matrix to get a lowest possible eigenvalue

This question is a followup of Plot the lowest eigenvalues of a parametric matrix Now I can get the lowest eigenvalue LowEign(t) of the matrix for a given t numerically. When I plot the LowEign ...
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3answers
74 views

Can I hold a condition in NMaximize/NMinimize?

I'd like to use NMaximize/NMinimize with the condition ...
2
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3answers
146 views

Use NMinimize instead of FindFit for constrained search (of coefficients)

(My problem is more complex, but let us formulate it through this example) I am trying to find the best polynomial approximation to the following function ...
2
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0answers
214 views

How do I estimate the Pareto front in my multiobjective optimization problem?

I need to minimize a function of two parameters that gives two "stress" outputs {A,B} = f[tau,mu]. How do I estimate (even roughly), the Pareto front for this ...
10
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3answers
198 views

How to describe the convex hull of a set of points as an implicit region for optimization?

Last edit: 2016-05-03 A.G.'s answer was the one helped me the most, see explanation at the end of this question. Original question In Mathematica you can create out of a set of points in 2D and 3D ...
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2answers
89 views

Find the minimum element of a row of a matrix and its column index for each row

I am trying to find the minimum value of a row of a matrix and its corresponding column. Please run the code below. OptV is the matrix that I would like to create which must give the output of the ...
2
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1answer
45 views

recursively structuring a multivariate numerical optimization

Suppose that I want to partition the unit interval [0..1] into four subintervals whose max length is as short as possible. I can ask Mathematica to: ...
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0answers
40 views

Value Iteration (Recursive iteration) to Minimize (Optimize) a Function

I have a function that I call as "Value". I am trying to find the minimum of this function and this function is a function of 4 other functions. One of these four functions is recursive based on the ...
2
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0answers
69 views

Complicated implicit plotting - can it be tackled?

I'm quite new to Mathematica and have already spent tons of time on problems of this type, browsing through tutorials and topics here. I'm now coming to conclusion that it cannot be done and am about ...
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0answers
21 views

How to derive natural boundary conditions and governing equations by Mathematica [closed]

I can derive governing equations of system by Variational Package of Mathematica but it doesn't give boundary conditions. How can i get them? or is there another way (such as another software) to do ...
8
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3answers
474 views

How to find local minima of data using PeakDetect

One of the great new function in v10 is PeakDetect. It can detect peaks (local maxima) according to desired sharpness as shown in this example: ...
6
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3answers
1k views

Finding all maxima and minima of a function

To find all (global and local) extrema of a function in $\mathbb R^3$, I have written the following. Example function: ...
0
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1answer
58 views

Verify angle pi/4 maximizes launch range [closed]

I'm solving the equation of motion for a projectile in the x, y plane and got this: R = v0^2 sin(2 theta) / g where R is the range of how far the object will ...
1
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1answer
36 views

FindMinimum step size too small

I'm running a simulation of an electromagnetic system using Radia, an external code that is run from Mathematica. I want to use FindMinimum to determine some ...
2
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1answer
46 views

best way for finding approximate root of monotonic sawtooth like function

First I will generate such kind of monotonic sawtooth like function called func ...
0
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2answers
102 views

A case of complicated fitting of multiple datasets

I've stumbled upon a difficulty while trying to do some fitting which may be called sorta complicated. I'll try to introduce my problem step by step. To begin with, I have a number of datasets ...
2
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1answer
97 views

Maximize a variable in NSolve Function

I want to solve a set of trigometric coupled equations with the NSolve funcion while at the same time trying to maximize a variable which has to be real and between ...
9
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0answers
95 views

LinearProgramming returns an invalid null solution that apparently doesn't satisfy constraints without any warning

Bug introduced in 10.3.1 or earlier and persisting through 10.4.1 While searching to answer the question Solving the magic backyard puzzle with MMA at some time I composed a set of arguments ...
5
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3answers
272 views

Indicate minimal path sum

Described on the page: http://www.mathblog.dk/project-euler-81-find-the-minimal-path-sum-from-the-top-left-to-the-bottom-right-by-moving-right-and-down/ It is an example of the solution indicated in ...
0
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2answers
55 views

find all global minima (there is more than one global minimum)

I have a function with two global minima, I would like mathmatica to find both of them. for example I have the function: and I'm trying to find both global minima using: ...
3
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1answer
185 views

Minimize sum of array elements subject to conditions

I have array where each point at different times are shown parameters ...
1
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1answer
212 views

Using the Levenberg - Marquardt algorithm to minimize a user-defined function

I wrote a function in Matlab that optimizes another user defined function using lsqnonlin with 'levenberg-marquardt' option. Now, I'd like to use the first to ...
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0answers
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2answers
363 views

Numerical optimal control

I was hoping to tackle optimal control using Mathematica in order to learn how I can use Mathematica's built in numerical integration and optimization functions together in order to solve an optimal ...
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1answer
55 views

Find maximum of function constant-included function

I have to find the maximum of function like this: $f_{a,b,c,d}(x,y)$, where $a,b,c,d$ is arbitrary constant. how to find location of $(x,y)$ which $f$ has max value? all of MaxValue, Findmaximum ...
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0answers
41 views

Using ParametricPlot to Display result of Maximize

One would expect that: Plot[f[x],{x,0,1/2}] and ParametricPlot[{x,f[x]},{x,0,1/2}] would always yield identical outputs. ...
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1answer
88 views

How to Find minimum and maximum using `FindMaximum[]` and `FindMinimum[]`

this is the data that i use to plot. data_damped_osccilation this is my code so far, however it still give me error ...
0
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1answer
43 views

Maximize: specify the range of a parameter

I am trying to do symbolic maximization of a function, and would like to specify the range of a parameter of that function. I am able to set constraints of the variable I am maximizing over, but am ...
11
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1answer
174 views

Constrained optimization with three variables

A standard optimization problem in economics is choosing a consumption bundle subject to prices and a budget constraint: $$\max_{x,y} \sqrt{x} + \sqrt{y} \hspace{1cm} \text{s.t. } p_x \cdot x + p_y ...
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1answer
39 views

NMaximize/NArgMax complain about nonnumerical value (::nnum) when working with a region [duplicate]

Finding the mode of a SmoothKernelDistribution I am using a smooth kernel approximation to a mixture distribution to find the distribution's mode (e.g. by using ...
0
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1answer
46 views

Symbolic Maximization: does not work with symbolic power?

Simple question from a beginner: I seem to be unable to do maximization if the variable has a power specified symbolically instead of numerically? ...
2
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0answers
30 views

EvaluationMonitor vs. StepMonitor in Simulated Annealing

I am trying to track the evolution of NMinimize using the SimulatedAnnealing options. Simulated annealing has 3 parameters to track: 1) the latest trial point, 2) the latest accepted point, 3) the ...
0
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0answers
23 views

Optimizing NMinimization and NIntegration with a Nested List-Valued Function

I want to use NMinimize and NIntegrate on each element of a nested list-valued function. Here's a simple example of what I'm ...
1
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1answer
80 views

Problem with Finding Minimum of a Function Solved With NDSolve

I am trying to find the minimum of a particular function, which is solved using NDSolve. What is making it a little more complicated is that it is not the only function solved within the NDSolve and ...
0
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0answers
19 views

scaling parameters for vector-valued Non-linear optimization

I am trying to minimize a non-linear vector-valued function in Mathematica. As a test case, I try to minimize a function whose solution I know apriori. The problem is that one of the solutions is ...
57
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5answers
14k views

How to find all the local minima/maxima in a range

I want to find : all local maxima in range all local minima in range From those points I can interpolate and combine functions upper and lower boundary. What I am really interested in, is the ...
1
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0answers
44 views

Can Mathematica solve Kuhn-Tucker Equations with arbitrary functional form (up to 2nd order derivative)

I am in a business of solving a 5-variables optimization with inequality constraints, and I would like to maintain the functional form as arbitrary as possible. So far, I am assuming that the ...
0
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0answers
52 views

Strange sharp spikes causing overflow while doing gradient descent

I am trying to find a function h(r) that minimises a functional H(h) by gradient descent. The result of H(h) is a single number. (Basically, I have a field configuration in space and I am trying to ...
2
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0answers
68 views

To show optimization movement when using FindMinimum [closed]

The code is suppose to show the movement of optimization points from the first until the minimum point is found on the Contour Plot. However, the plot that I have is not showing the correct movement ...
2
votes
4answers
282 views

Problem in finding the numerical maximum

I need to find the numerical maxima of the function $$i(s)=\bigg[ \frac{\sin{50\pi (\cos s+1)}}{\sin{10\pi (\cos s+1)}} \bigg] ^2$$ Or in the mathematica input form: ...
0
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0answers
42 views

Finding minima of a function: Ways to speed up the code [duplicate]

I am quite new to Mathematica. I tried to calculate all minima of the function of interest as follows: ...
2
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1answer
30 views

Bounding parameters in optimization problems

The following outputs answers for a variety of cases for the parameters, a and b: ...
1
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2answers
164 views

Find the maximum Z in {(X + Y)==Z} using all the digits 0-9 only once

II want to add two integers with different digits to get a third integer with different digits. At the end, all 10 digits have to be different. So there should be 10 digits in total. How you ...
3
votes
1answer
88 views

Writing a function that finds the difference between two maxima

Suppose i have two functions: $\qquad -2x^2 +5x+3$ and $\qquad -5x^2 +2x+3$ To solve the point where the functions are at maximum i use the command NMaximize ...
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0answers
28 views

A bootstrap on the p-value of a simple linear model

My model: $y_t=\beta_1+\beta_2x_{2t}+\beta_3x_{3t}+u_t$, with $u_t\sim N(0,\sigma^2)$. My sample is of size 50. I'm trying to do a parametric bootstrap for the t-statistic of $\beta_3$, and I'm ...
1
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2answers
69 views

Minimization of a function with non-numeric parameters?

I have the following problem (in Mathematica) I want to calculate the following expressions: ...