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JAIT 2023 Vol.14(1): 1-6
doi: 10.12720/jait.14.1.1-6

Fuzzy Based Butterfly Life Cycle Algorithm for Measuring Company's Growth Performance

Gregoryus Imannuel Perdana*, Muhammad Donny Devanda, and Ditdit Nugeraha Utama
Computer Science Department, BINUS Graduate Program - Master of Computer Science, Bina Nusantara University, Jakarta, Indonesia, 11480
*Correspondence: gregoryus.perdana@binus.ac.id

Manuscript received March 4, 2022; revised May 21, 2022; accepted July 1, 2022; published February 8, 2023.

Abstract—The previous study of the Butterfly Life Cycle Algorithm (BLCA) has been technically realized in two stages of BLCA in measuring a company's growth performance. It was based on a combined method of the Balanced Scorecard (BSC) and Strengths, Weaknesses, Opportunities, and Threats (SWOT) analysis. This paper aims to continue the BLCA implementation by performing five stages of BLCA and then improve the algorithm by implementing the Fuzzy Logic (FL) conception into BSC. The implementation of the FL method transforms the bias values in four BSC parameters into a precise value to make the model more precise. A complete BLCA algorithm combined with FL is used to accurately assess companies' growth performance. By doing some corrections to the preceding study’s data of contribution value, the simulation result shows the difference in the performance value of 0.0026 with the previous one.
Keywords—butterfly life cycle algorithm, balanced scorecard, fuzzy logic, company growth performance

Cite: Gregoryus Imannuel Perdana, Muhammad Donny Devanda, and Ditdit Nugeraha Utama, "Fuzzy Based Butterfly Life Cycle Algorithm for Measuring Company's Growth Performance," Journal of Advances in Information Technology, Vol. 14, No. 1, pp. 1-6, February 2023.

Copyright © 2023 by the authors. This is an open access article distributed under the Creative Commons Attribution License (CC BY-NC-ND 4.0), which permits use, distribution and reproduction in any medium, provided that the article is properly cited, the use is non-commercial and no modifications or adaptations are made.