Prediksi Harga Jual Suku Cadang Impor Mesin Rokok Dengan Jaringan Syaraf Tiruan

Evanita, Evanita; Hakim, Muhammad Malik

doi:10.24176/simet.v9i1.1550

Cited by 2 publications

(2 citation statements)

References 2 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…From previous studies, this study will analyze the performance of the Fletcher-Reeves algorithm to solve the problem of predicting spinach in Sumatra [7,8]. This dataset is only used to assist in the proof and process of measuring the algorithm's performance.…”

Section: Introductionmentioning

confidence: 99%

The Application of the Fletcher-Reeves Algorithm to Predict Spinach Vegetable Production in Sumatra

Ardha,

Yasin,

Solikhun

2023

IJECSA

View full text Add to dashboard Cite

Determination of spinach plant predictions is one of the most critical decision-making processes. In predicting spinach plants in each period, it depends on each period, both the previous and subsequent periods. The production of spinach plants that change every period causes uncertainty in predicting. The method used to indicate the data is the Fletcher-Reeves algorithm, it is an appropriate development technique compared to the backpropagation strategy because this strategy can speed up the preparation time to arrive at the minimum convergence value. This paper does not discuss the prediction results. Still, it discusses the ability of the Fletcher-Reeves algorithm to make predictions based on the spinach production dataset obtained from the Central Statistics Agency. The purpose of this research is to see the accuracy and performance measurement of the algorithm in the search for the best results to solve the prediction of spinach plants in Sumatra. The research data used are spinach vegetable production data in North Sumatra. Based on this data, a network architecture model will be formed and determined, including 2-20-1, 2-30-1, 2-35-1, 2-45-1, and 2-50-1. After training and testing, these five models show that the best architectural model is 2-20-1 with an MSE value of 0.00608399, the lowest among the other four models. So the model can be used to predict spinach plants in Sumatra.A well-prepared abstract enables the reader to identify the basic content of a document quickly and accurately, to determine its relevance to their interests, and thus to decide whether to read the document in its entirety.

show abstract

Section: Introductionmentioning

confidence: 99%

The Application of the Fletcher-Reeves Algorithm to Predict Spinach Vegetable Production in Sumatra

Ardha,

Yasin,

Solikhun

2023

IJECSA

View full text Add to dashboard Cite

show abstract

“…One way to increase exports in Indonesia is to predict or forecast the number of exports according to the central destination countries for the following years (Evanita & Hakim, 2018). Thus, the Government can determine policies by implementing measures that are considered effective in overcoming the decline in the number of petroleum exports in Indonesia.…”

Section: Introductionmentioning

confidence: 99%

Implemetasi algoritma fletcher-reeves dalam menganalisa nilai ekspor menurut golongan sitc

Wulandari

Wahyudi²,

Pujiastuti³

et al. 2022

Computational

View full text Add to dashboard Cite

Indonesia has a lot of natural resources, so Indonesia uses them by conducting trade activities between countries. Export is a movement to sell or send goods from within the country to abroad. Conjugateigradient Fletcher-Reeves Algorithm According to some references, it is an appropriate development technique compared to the backpropagation strategy because this strategy can speed up the preparation time to arrive at the minimum convergence value. Furthermore, this research shows whether the algorithm performs well and can provide productive assembly results when used to solve problems because the value corresponds to the Standard International Trade Classification (SITC) class. The prediction models used are 5-10-1, 5-15-1, 5-20-1, 5-25-1 and 5-30-1. MSE of 0.00287273, the minimum among the other four models. The model can be used because it produces a fast combination and a fairly short period

show abstract

Prediksi Harga Jual Suku Cadang Impor Mesin Rokok Dengan Jaringan Syaraf Tiruan

Cited by 2 publications

References 2 publications

The Application of the Fletcher-Reeves Algorithm to Predict Spinach Vegetable Production in Sumatra

The Application of the Fletcher-Reeves Algorithm to Predict Spinach Vegetable Production in Sumatra

Implemetasi algoritma fletcher-reeves dalam menganalisa nilai ekspor menurut golongan sitc

Contact Info

Product

Resources

About