simplex | Python implementations of the simplex algorithm | Learning library
kandi X-RAY | simplex Summary
kandi X-RAY | simplex Summary
Bare-bones Python 3 and C++ implementations of the simplex algorithm, written to closely mirror Procedure 13.1 in Nocedal & Wright - Numerical Optimization (2006, 2nd ed., Springer). In Python, run simplex_example_13_1.py to print a step-by-step report with details on every iteration. Note that Example 13.1 on page 371 contains a number of typos (see the handout - Example_13_1.pdf) and that the output from this simplex implementation will not match the textbook example exactly. Run simplex_example_7_constraints.py for a slightly larger example problem (seven constraints), which solves a Phase-I problem to determine a basic feasible starting point. In C++, compile simplex.cpp with either simplex_example_13_1.cpp or simplex_example_7_constraints.cpp using a standard compiler and run the resulting executable. The C++ version uses Eigen for linear algebra.
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- Generate simplex .
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simplex Examples and Code Snippets
Community Discussions
Trending Discussions on simplex
QUESTION
I need to find all active network interfaces on new macOS. That means the following one-liner with pcregrep
will not work:
ANSWER
Answered 2022-Mar-27 at 18:34perl's -n and -p command-line switches add an implicit while (<>) {...} block around the -e code, and in addition -p prints the line at the end of each iteration. So you need to change the -p to -n and only print out the lines which match; and remove the extra and unneeded while loop. So something like
QUESTION
This may be a strange one but I have a graphic of a triangle like this:
and in a survey platform, whenever one click on a point in this graphic an x,y coordinates in pixels are recorded like this (the origin for x,y is from the top-left of the image)
Note: the clicking is only allowed inside the green triangle.
Is there a way to convert these coordinates to barycentric coordinates (x,y,z) with respect to a simplex in 2D (this triangle)?
If so what is the appropriate equation given that we have the x,y in pixels.
Would it matter if they are in pixels or are they still considered Cartesian coordinates?
Thanks!
...ANSWER
Answered 2022-Mar-10 at 07:48Pixels are just the specific unit, this triangle representation would still be in cartesian coordinates, so you just apply the same formula, i.e. (as specified in the comments )this
QUESTION
I am using IBM Cplex as a solver in the package PHONEMeS
However, Cplex returns the following error:
...ANSWER
Answered 2022-Mar-02 at 15:54Can you remove the file results1.txt before calling the package ?
The script will work better because the question "Overwrite 'results1.txt' ['y' or 'n']" will vanish
QUESTION
I'm trying to create an ocean for my Three.js application. I took the example from this site: https://codepen.io/RemiRuc/pen/gJMwOe?fbclid=IwAR2caTQL-AOPE2Gv6x4rzSWBrOmAh2j-raqesOO0XbYQAuSG37imbMszSis
...ANSWER
Answered 2022-Mar-01 at 07:33QUESTION
I'm trying to solve this PL with R Studio:
...ANSWER
Answered 2022-Feb-28 at 10:53To use the function simplex you need to import it first. Simplex is part of the boot-package, you can install and activate it with (usually written at top of the script):
QUESTION
I am trying to use scipy.optimize.minimize (simplex method) for minimizing the following function
...ANSWER
Answered 2022-Feb-15 at 16:19what about this:
QUESTION
I am working on a project about Transportation Network Analysis. My network contains data such as nodes, edges, free-flow travel times, capacity, etc. I need to find the volume of edges (links) by using the Frank-Wolf algorithm. I used scipy.optimize.linprog in my code; however, it returns False for success.
The first code is:
...ANSWER
Answered 2022-Feb-15 at 09:05It was the incidence matrix that caused the problem.
I should use this code:
QUESTION
I am trying to use the networkx network_simplex()
function with a directed graph.
In the official documentation it says:
This algorithm is not guaranteed to work if edge weights or demands are floating point numbers (overflows and roundoff errors can cause problems). As a workaround you can use integer numbers by multiplying the relevant edge attributes by a convenient constant factor (eg 100).
However, I am not using any float numbers on edge weights or demands, how can I fix this issue?
Here is the code piece that I am trying to run:
...ANSWER
Answered 2022-Jan-27 at 16:15For me the solution was:
the weights and the demand dictionary contained numpy.int32
integers. I first changed them to numpy.int64
integers, still got the same warning. Then finally, I changed them to native python integers, meaning int()
.
It fixed the issue.
QUESTION
I am working on programming the Simplex method (to solve LPP problems) in Python and I am basically done. I am now working on the aesthetic part and I am having some problems. A simplex table is a table as follows:
This a sample of a Simplex Method Table
Currently, I have produced the following code: The information on the table is right but I can't figure a way to produce the cool lines and to put the basic variables on the left, and all the variables on top. Please note that I have a function that gives me the indexes of the basic variables (i.e., according to the picture above, I have a function that gives me the indexes 3,2,5) and the top part I believe would be pretty simple (since we print every variable from 1 to the length of the table). I am also having trouble on printing float numbers in the table with only 2 decimals.
...ANSWER
Answered 2022-Jan-23 at 18:56To round, your values to a two digits float just change this line
QUESTION
I am working on a solver to illustrate the Nelder Mead algorithm by generating a topographical map. The map is represented visually by a JPanel component (I know the map is not generating as cleanly as I'd like, but that's another issue). One of the buttons I have is supposed to generate a new map by removing the old component from the container JPanel and adding a new component; however, while it does draw a new map, it displays it offset by half of the component's height. Following are before and after images of what happens when Regenerate is hit.
The initial map image
After the Regenerate button is hit, the new map is displayed at a y offset
Here is my main code (The canvas object extends JPanel):
...ANSWER
Answered 2022-Jan-11 at 21:38I was able to apply camickr's hint about a reset()
method to my code, which solved my issue. The suggestion was to have all the component editing occur within the component class instead of trying to modify how the component exists in the JPanel. I also changed the canvas object to extend JComponent. For anyone that encounters this problem in the future, here is the solution:
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Install simplex
You can use simplex like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.
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