OPTIMASI FUZZY TIME SERIES MENGGUNAKAN PARTICLE SWARM OPTIMIZATION PADA PERAMALAN JUMLAH TANDAN BUAH SEGAR (TBS) KELAPPA SAWIT

ALIYAH, AISYAH FILZA and Utami, Alvi Syahrini and Oktadini, Nabila Rizky (2021) OPTIMASI FUZZY TIME SERIES MENGGUNAKAN PARTICLE SWARM OPTIMIZATION PADA PERAMALAN JUMLAH TANDAN BUAH SEGAR (TBS) KELAPPA SAWIT. Undergraduate thesis, Sriwijaya University.

Preview	Text RAMA_55201_09021181722015_0022127804_0010109104_01_front_ref.pdf - Accepted Version Available under License Creative Commons Public Domain Dedication. Download (888kB) | Preview
	Text RAMA_55201_09021181722015_0022127804_0010109104_02.pdf - Accepted Version Restricted to Repository staff only Available under License Creative Commons Public Domain Dedication. Download (348kB) | Request a copy
	Text RAMA_55201_09021181722015_0022127804_0010109104_03.pdf - Accepted Version Restricted to Repository staff only Available under License Creative Commons Public Domain Dedication. Download (333kB) | Request a copy
	Text RAMA_55201_09021181722015_0022127804_0010109104_04.pdf - Accepted Version Restricted to Repository staff only Available under License Creative Commons Public Domain Dedication. Download (972kB) | Request a copy
	Text RAMA_55201_09021181722015_0022127804_0010109104_05.pdf - Accepted Version Restricted to Repository staff only Available under License Creative Commons Public Domain Dedication. Download (192kB) | Request a copy
	Text RAMA_55201_09021181722015_0022127804_0010109104_06.pdf - Accepted Version Restricted to Repository staff only Available under License Creative Commons Public Domain Dedication. Download (8kB) | Request a copy
	Text RAMA_55201_09021181722015_0022127804_0010109104_06_ref.pdf - Bibliography Restricted to Repository staff only Available under License Creative Commons Public Domain Dedication. Download (132kB) | Request a copy
	Text RAMA_55201_09021181722015_0022127804_0010109104_07_Lamp.pdf - Accepted Version Restricted to Repository staff only Available under License Creative Commons Public Domain Dedication. Download (205kB) | Request a copy
	Text RAMA_55201_09021181722015_TURNITIN.pdf - Accepted Version Restricted to Repository staff only Available under License Creative Commons Public Domain Dedication. Download (3MB) | Request a copy
	Text RAMA_55201_09021181722015.pdf - Accepted Version Restricted to Repository staff only Available under License Creative Commons Public Domain Dedication. Download (2MB) | Request a copy

Abstract

Palm oil is a reliable vegetable oil producer because the oil produced has advantages than oils from other plants. The amount of Fresh Fruit Bunches (FFB) raw material from Palm oil has a significant impact on the palm oil production process. Therefore, we need a method to forecasting the amount of palm oil (FFB). One of the suitable forecasting methods is fuzzy time series (FTS). However, FTS still has shortcomings such as innacurate determination of the interval length. For this reason, we need to optimize FTS interval to get optimal forecasting. This research implements Particle Swarm Optimization as the optimization method, FTS Chen-Hsu as the forecast method, and Mean Absolute Percentage Error (MAPE) as the measurement of error. The optimization result using PSO produce an error value of 2.0262% smaller than FTS 3.7108%.

Item Type:	Thesis (Undergraduate)
Uncontrolled Keywords:	Particle Swarm Optimization, Fuzzy Time Series Chen-Hsu, Mean Absolute Percentage Error, Jumlah Tandan Buah Segar Kelapa Sawit.
Subjects:	Q Science > QA Mathematics > QA1-939 Mathematics > QA9.64.A56 Computer science. Fuzzy mathematics.
Divisions:	09-Faculty of Computer Science > 55201-Informatics (S1)
Depositing User:	Aisyah Filza Aliyah
Date Deposited:	28 Jul 2021 04:59
Last Modified:	28 Jul 2021 05:00
URI:	http://repository.unsri.ac.id/id/eprint/50269

Actions (login required)

View Item