TOPSIS-Sort-B 1.0.2

Topsis-Sort-B package

Topsis Sort B - LIB PYPI

The TOPSIS-Sort-B is an enhanced variation of the TOPSIS-Sort method, designed to address classification and sorting problems in multiple criteria decision-making. In this method, boundary profiles are employed to determine categorization classes and to sort alternatives based on the proximity of their proximity coefficients to the established profiles.

Tecnologias usads

Tecnologias	Versão	Install
Python	3.12.1	pip install python==3.12.1
Numpy	1.26.4	pip install numpy==1.26.4
Pandas	2.2.1	pip install pandas==2.2.1

Installtion

1. Install the required dependencies by running the following command: pip pip install topsisSortLib

How to Run the Application

1. After installing the package, import the library.
2. from topsisSortLib import topsis_b_sort_profile_classification

How to Use

1. To utilize the topsis_b_sort_profile_classification function, follow these steps:
2. Import pandas: Begin by importing the pandas library as pd.

How to Use

To utilize the topsis_b_sort_profile_classification function, follow these steps:

1. Import pandas: Begin by importing the pandas library.

   import pandas as pd
   

2. Load CSV File: Load your CSV file into a pandas DataFrame using pd.read_csv().

   df = pd.read_csv('your_file.csv')
   

3. Clean Data: Clean the DataFrame by converting all non-numeric values to numeric using pd.to_numeric() and filling any missing values with zero.

   df = df.apply(pd.to_numeric, errors='coerce').fillna(0)
   

4. Call Function: Pass the cleaned DataFrame along with other necessary arguments into the topsis_b_sort_profile_classification function.

   result = topsis_b_sort_profile_classification(
       decision_matrix=df,
       domain_matrix=your_domain_matrix,
       dominant_profiles=your_dominant_profiles,
       weights=your_weights
   )
   

Make sure to replace your_file.csv, your_domain_matrix, your_dominant_profiles, and your_weights with the appropriate variables or data structures.

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References

• Silva, D. F. L., & Filho, A. T. A. (2020). Sorting with TOPSIS through boundary and characteristic profiles. Journal Name, Volume(1), 141.
• GeeksforGeeks.TOPSIS method for Multiple-Criteria Decision Making (MCDM). Retrieved from [URL]

Deploy

• Aplicação
• library [URL]