ESTIMATION OF MISSING ELEMENTS IN PAIRWISE COMPARISON MATRIX USING GENETIC ALGORITHM.

Autor: Tajani, Zakariyae, Tajani, Chakir, Khatabi, Idriss, Sabbane, Mohamed
Předmět:
Zdroj: Palestine Journal of Mathematics; 2024 Special Issue, Vol. 13, p222-231, 10p
Abstrakt: This paper concerns the incomplete pairwise comparison matrix produced from judgments of experts in the Analytic Hierarchy Process (AHP). In such situation, we have to estimate the missing elements with suitable values by ensuring the consistency of the pairwise matrix. Metaheuristics are powerful tool to solve optimization problems. Then, improved genetic algorithm (GA) is proposed to recover the missing judgments until a satisfactory level of consistency is reached. Experiment results are performed with incomplete pairwise matrices with different sizes showing the effectiveness of our algorithm. [ABSTRACT FROM AUTHOR]
Databáze: Complementary Index