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Correcting old md docs links ...
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Haghrah committed Nov 25, 2024
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2 changes: 1 addition & 1 deletion markdown docs/T1FSOp.md
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Expand Up @@ -36,7 +36,7 @@ The output plots of this example are represented as below.

| **_SMALL_**, **_MEDIUM_**, and **_LARGE_** sets | AND of **_SMALL_** and **_MEDIUM_** | OR of **_MEDIUM_** and **_LARGE_** |
|:---------------------:|:-----------:|:------------------:|
| <img src="https://raw.githubusercontent.com/Haghrah/PyIT2FLS/master/docs/images/2.1._.png" width="150"> | <img src="https://raw.githubusercontent.com/Haghrah/PyIT2FLS/master/docs/images/2.2._.png" width="150"> | <img src="https://raw.githubusercontent.com/Haghrah/PyIT2FLS/master/docs/images/2.3._.png" width="150"> |
| <img src="https://github.com/Haghrah/PyIT2FLS/blob/master/markdown%20docs/images/2.1._.png" width="150"> | <img src="https://github.com/Haghrah/PyIT2FLS/blob/master/markdown%20docs/images/2.2._.png" width="150"> | <img src="https://github.com/Haghrah/PyIT2FLS/blob/master/markdown%20docs/images/2.3._.png" width="150"> |



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6 changes: 3 additions & 3 deletions markdown docs/defT1FS.md
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Expand Up @@ -123,7 +123,7 @@ mySet.plot()

As it is said before, five parameters are needed for defining a trapezoidal membership function. The first four parameters indicate the left end, left center, right center, and right end of the trapezoidal membership function. The last parameter is the height of the membership function which must lay in the interval [0, 1]. The output plot for given parameters and defined universe of discourse would be as below:

<p align="center"><img src="https://raw.githubusercontent.com/Haghrah/PyIT2FLS/master/docs/images/1.1._.png" width="300"/></p>
<p align="center"><img src="https://github.com/Haghrah/PyIT2FLS/blob/master/markdown%20docs/images/1.1._.png" width="300"/></p>

In the second example we are going to define three Gaussian T1FSs, and plot them all together.

Expand All @@ -140,7 +140,7 @@ T1FS_plot(Small, Medium, Large, legends=["Small", "Medium", "large"])

The output plot for this example is represented as below:

<p align="center"><img src="https://raw.githubusercontent.com/Haghrah/PyIT2FLS/master/docs/images/1.2._.png" width="300"/></p>
<p align="center"><img src="https://github.com/Haghrah/PyIT2FLS/blob/master/markdown%20docs/images/1.2._.png" width="300"/></p>

#### Defining a new membership function
In this example we are going to define a new membership function and use it in defining an T1FS. Let's assume that we are going to define the generalized bell shaped membership function, which has the formula below:
Expand All @@ -162,7 +162,7 @@ mySet.plot()

The output plot for this example is represented as below:

<p align="center"><img src="https://raw.githubusercontent.com/Haghrah/PyIT2FLS/master/docs/images/1.3._.png" width="300"/></p>
<p align="center"><img src="https://github.com/Haghrah/PyIT2FLS/blob/master/markdown%20docs/images/1.3._.png" width="300"/></p>



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2 changes: 1 addition & 1 deletion markdown docs/defXnorm.md
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Expand Up @@ -52,7 +52,7 @@ The output plots of this example are represented as below.

| The **_SMALL_** and **_LARGE_** sets | Meet of the two sets |
|:---------------------:|:-----------:|
| <img src="https://raw.githubusercontent.com/Haghrah/PyIT2FLS/master/docs/images/3.3.png" width="256"> | <img src="https://raw.githubusercontent.com/Haghrah/PyIT2FLS/master/docs/images/3.4.png" width="256"> |
| <img src="https://github.com/Haghrah/PyIT2FLS/blob/master/markdown%20docs/images/3.3.png" width="256"> | <img src="https://github.com/Haghrah/PyIT2FLS/blob/master/markdown%20docs/images/3.4.png" width="256"> |



2 changes: 1 addition & 1 deletion markdown docs/meetjoin.md
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Expand Up @@ -36,7 +36,7 @@ The output plots of this example are represented as below.

| **_SMALL_**, **_MEDIUM_**, and **_LARGE_** sets | Meet of **_SMALL_** and **_MEDIUM_** | Join of **_MEDIUM_** and **_LARGE_** |
|:---------------------:|:-----------:|:------------------:|
| <img src="https://raw.githubusercontent.com/Haghrah/PyIT2FLS/master/docs/images/2.1.png" width="150"> | <img src="https://raw.githubusercontent.com/Haghrah/PyIT2FLS/master/docs/images/2.2.png" width="150"> | <img src="https://raw.githubusercontent.com/Haghrah/PyIT2FLS/master/docs/images/2.3.png" width="150"> |
| <img src="https://github.com/Haghrah/PyIT2FLS/blob/master/markdown%20docs/images/2.1.png" width="150"> | <img src="https://github.com/Haghrah/PyIT2FLS/blob/master/markdown%20docs/images/2.2.png" width="150"> | <img src="https://github.com/Haghrah/PyIT2FLS/blob/master/markdown%20docs/images/2.3.png" width="150"> |



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6 changes: 3 additions & 3 deletions markdown docs/overview.md
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Expand Up @@ -176,7 +176,7 @@ IT2FS_plot(N, Z, P,

The sets would be as below:

<center><img src="https://raw.githubusercontent.com/Haghrah/PyIT2FLS/master/docs/images/InvPenSets.png" width="400"/></center>
<center><img src="https://github.com/Haghrah/PyIT2FLS/blob/master/markdown%20docs/images/InvPenSets.png" width="400"/></center>

The IT2FSs are ready now, so we can define our rule base as below, using the function **_add_rule_**:

Expand Down Expand Up @@ -323,6 +323,6 @@ if __name__ == "__main__":

The output of the simulation is demonstrated in the figures below. The first figure is state space variables of the system and the second figure is the generated fuzzy control signal over time.

<center><img src="https://raw.githubusercontent.com/Haghrah/PyIT2FLS/master/docs/images/InvPenSt.png" width="400"/></center>
<center><img src="https://github.com/Haghrah/PyIT2FLS/blob/master/markdown%20docs/images/InvPenSt.png" width="400"/></center>

<center><img src="https://raw.githubusercontent.com/Haghrah/PyIT2FLS/master/docs/images/InvPenCon.png" width="400"/></center>
<center><img src="https://github.com/Haghrah/PyIT2FLS/blob/master/markdown%20docs/images/InvPenCon.png" width="400"/></center>

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