https://github.com/otepipi/designstructurematrix.jl
Tools for Design Structure Matrix
https://github.com/otepipi/designstructurematrix.jl
designstructurematrix designsystem julia
Last synced: 8 months ago
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Tools for Design Structure Matrix
- Host: GitHub
- URL: https://github.com/otepipi/designstructurematrix.jl
- Owner: Otepipi
- License: mit
- Created: 2019-06-11T13:13:57.000Z (about 7 years ago)
- Default Branch: master
- Last Pushed: 2022-01-25T11:06:31.000Z (over 4 years ago)
- Last Synced: 2024-10-11T14:41:18.618Z (over 1 year ago)
- Topics: designstructurematrix, designsystem, julia
- Language: Julia
- Homepage:
- Size: 22.5 KB
- Stars: 9
- Watchers: 1
- Forks: 3
- Open Issues: 1
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# DesignStructureMatrix.jl
[](https://travis-ci.com/Otepipi/DesignStructureMatrix.jl)
[](https://codecov.io/gh/Otepipi/DesignStructureMatrix.jl)
[](https://coveralls.io/github/Otepipi/DesignStructureMatrix.jl?branch=master)
## What is Design Structure Matrix?
**D**esign **S**tructure **M**atrix (**DSM**), also called **D**ependency **S**tructure **M**atrix, is a simple and useful method to represent complex system architectures or projects.
https://en.wikipedia.org/wiki/Design_structure_matrix
## What is DesignStructureMarix.jl?
This package, DesignStructureMatrix offers tools for displaying and analysing DSM.
For now, plotting DSM, clustering DSM and sequencing DSM are available.
## Installation
In Pkg mode( Please hit `]`)
`(v1.7) pkg> add DesignStructureMatrix`
When you use this package, please type
`julia> using DesignStructureMatrix`
## Displaying DSM
you need to prepare adjacency matrix A for systems or projects.
for example
```julia
##this is adjacency matrix
A = [0 1 0 0 0 1 0;
0 0 0 1 0 0 0;
1 0 0 0 0 0 1;
0 0 0 0 1 0 0;
0 1 0 0 0 1 0;
0 0 1 0 0 0 0;
1 0 0 0 1 0 0]
```
then
```julia
7×7 Array{Int64,2}:
0 1 0 0 0 1 0
0 0 0 1 0 0 0
1 0 0 0 0 0 1
0 0 0 0 1 0 0
0 1 0 0 0 1 0
0 0 1 0 0 0 0
1 0 0 0 1 0 0
```
next, you need to prepare label for elements in this adjacency matrix.
```julia
label = ["A", "B", "C", "D", "E", "F", "G"]
```
then
```julia
6-element Array{String,1}:
"A"
"B"
"C"
"D"
"E"
"F"
```
To display DSM, please type
```julia
plotDSM(A,label)
```
then
## Clustering DSM
One of useful ways for analysing DSM is Clustering.
Original DSM is below
```julia
original_DSM = [ 0 1 0 0 1 1 0;
0 0 0 1 0 0 1;
0 1 0 1 0 0 1;
0 1 1 0 1 0 1;
0 0 0 1 0 1 0;
1 0 0 0 1 0 0;
0 1 1 1 0 0 0];
original_label = ["A","B","C","D","E","F","G"];
plotDSM(original_DSM,original_label)
```
original_DSM
To get Clustered DSM, please type
```julia
clustered_DSM, clustered_label = Clustering(original_DSM,original_label)
```
and
```julia
plotDSM(clustered_DSM,clustered_label)
```
then, you get clustered DSM
## Sequencing DSM
Another way for analysing DSM is seaquencing.
Original DSM is below
``` julia
original_DSM = [0 0 0 0 0 0 0 0 0 0 0 0 0;
0 0 0 1 0 0 0 0 0 0 0 0 0;
1 0 0 1 1 0 0 1 0 1 0 0 1;
1 0 0 0 0 0 0 0 0 0 0 0 0;
1 1 1 1 0 0 1 1 0 1 1 0 1;
0 1 0 0 0 0 0 0 1 0 0 0 0;
0 0 1 1 1 0 0 1 0 1 0 0 1;
0 1 0 1 0 0 0 0 0 1 0 0 0;
0 0 1 1 0 0 0 0 0 1 0 0 1;
0 1 0 1 0 0 0 1 0 0 0 0 0;
0 0 1 1 1 0 0 1 0 1 0 0 1;
0 0 0 0 0 0 0 0 0 0 0 0 1;
0 1 1 1 1 0 1 1 1 1 1 1 0];
original_label = ["1", "2", "3", "4", "5", "6", "7", "8",
"9", "10", "11", "12", "13"];
plotDSM(original_DSM,original_label)
```
original DSM
To get Sequenced DSM, please type
```julia
sequenced_DSM, sequenced_label = Sequencing(original_DSM, original_label);
plotDSM(sequenced_DSM, sequenced_label)
```
then, you get sequenced DSM
## Future
* Implement Other algorithm for clustering DSM
* Implement Other algorithm for sequencing DSM
* Display **D**omain **M**apping **M**atrices (**DMMs**), and **M**ulti**D**omain **M**atrices (**MDMs**)
## Dependency packages
* Luxor.jl
* LinearAlgebra.jl
## Reference
#### Clustering algorithm
>Figueiredo Damásio, J., Almeida Bittencourt, R., Dario, D., & Guerrero, S. (n.d.). Recovery of Architecture Module Views using an Optimized Algorithm Based on Design Structure Matrices. Retrieved from https://arxiv.org/ftp/arxiv/papers/1709/1709.07538.pdf
#### Sequencing algorithm
>Warfield, J. N. (1973). Binary Matrices in System Modeling. IEEE Transactions on Systems, Man and Cybernetics, 3(5), 441–449. https://doi.org/10.1109/TSMC.1973.4309270
And original DSM in chapter `Sequencing DSM` is from the below article
>Yassine, A. A. (2004). An Introduction to Modeling and Analyzing Complex Product Development Processes Using the Design Structure Matrix ( DSM ) Method. Urbana, (January 2004), 1–17. Retrieved from http://ie406.cankaya.edu.tr/uploads/files/Modeling and Analyzing Complex Product Development Processes Using the Design Structure Matrix.pdf