const linearAlgebra = require('linear-algebra')();
const Matrix = linearAlgebra.Matrix; `
	
const ahp = require('ahp-lite');

AHP Lite

This is a simplified implementation in Javascript for NodeJS of the algorithm AHP (Analytic Hierarchy Proccess) created by Saaty in 1986. This method is utilised in the field of prescriptive analytics, operations research, decision science and managerial accouting to methodically asign weighting to conflicting criteria based on systematic and hierchical subjective judgement.

Installation

npm i ahp

Example Usage

const c = new Matrix([[1, 0.33, 0.2], [3, 1, 0.14], [5, 7, 1]]); // Criteria assessment matrix.

ahp.getWeights(c);

Returns:

{ ev: [ 0.1, 0.19, 0.71 ], ci: 0.12, cr: 0.21 }

Documentation

INPUT

Argument	Description	Mandatory	Type	Rules
c	c argument stands for 'criteria matrix' and is a matrix that contains the data from comparative judgement between criteria based on Saaty scale. (READ BIBLIOGRAPHY)	True	Matrix of numeric data	This argument MUST be a matrix object from linear-algebra module and MUST contain only numeric data.

OUTPUT

Property	Description	Type
ev	ev property stands for 'eigenvector' and is an array that contains the weights of each criteria.	Array of numeric data.
ci	ci property stands for 'consistency index' this is an indicator of inconsistency.	Float number.
cr	cr property stands for 'consistency ratio' this is the standarised indicator of inconsistency, higher than 0.2 should be reviewed.	Float number.

NOTE: Make sure to read through bibliography below of AHP to understand how the algorithm works.

Package roadmap

Package Dependencies

linear-algebra

License

MIT

Contributing

https://github.com/patelotech/ahp-lite

Linting

AIRBNB AIRBNB JS CODE STYLE

Configuration

Eslint v-5.11.1 // AIRBNB Configuration

Linting scripts

Error checl: npm run lint
Error fix: npm run lint-fix or npm run lint -- --fix

Bibliography

Saaty, R. W. (1987). The analytic hierarchy process—what it is and how it is used. Mathematical Modelling, 9(3-5), 167. doi:10.1016/0270-0255(87)90473-8
Saaty, T. L. (1986). Axiomatic Foundation of the Analytic Hierarchy Process. Management Science, 32(7), 841. doi:10.1287/mnsc.32.7.841
Saaty, T. L. (1978). Exploring the interface between hierarchies, multiple objectives and fuzzy sets. Fuzzy Sets and Systems, 1(1), 57–68. doi:10.1016/0165-0114(78)90032-5
Saaty, T. L. (2008). Decision making with the analytic hierarchy process. International journal of services sciences, 1(1), 83-98.
Aczél, J., & Saaty, T. L. (1983). Procedures for synthesizing ratio judgements. Journal of Mathematical Psychology, 27(1), 97. doi:10.1016/0022-2496(83)90028-7

codewithpatelo/ahp-lite