Contribution Analysis of “Suroboyo Bus” in Waste Management Based on Two Form of Complete Fourier Series Estimator

Plastic waste is a problem that almost exists in all countries. This problem arises because of the lack of facilities that can handle the plastic waste. Suroboyo Bus is an innovation for this problem because Suroboyo Bus uses plastic bottles as payment. The purpose of this research is to predict the...

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Autores principales:	M. Fariz Fadillah Mardianto, Reynaldy Aries Ariyanto, Raka Andriawan, Devayanti Anugerahing Husada
Formato:	article
Lenguaje:	EN
Publicado:	Department of Mathematics, UIN Sunan Ampel Surabaya 2021
Materias:	fourier series estimator nonparametric regression waste management suroboyo bus Mathematics QA1-939
Acceso en línea:	https://doaj.org/article/846124809f864f9da96daf34e54e2fa9
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spelling	oai:doaj.org-article:846124809f864f9da96daf34e54e2fa92021-12-02T17:43:20ZContribution Analysis of “Suroboyo Bus” in Waste Management Based on Two Form of Complete Fourier Series Estimator2527-31592527-316710.15642/mantik.2021.7.1.86-95https://doaj.org/article/846124809f864f9da96daf34e54e2fa92021-05-01T00:00:00Zhttp://jurnalsaintek.uinsby.ac.id/index.php/mantik/article/view/1076https://doaj.org/toc/2527-3159https://doaj.org/toc/2527-3167Plastic waste is a problem that almost exists in all countries. This problem arises because of the lack of facilities that can handle the plastic waste. Suroboyo Bus is an innovation for this problem because Suroboyo Bus uses plastic bottles as payment. The purpose of this research is to predict the percentage contribution of Suroboyo Bus in handling plastic waste. The Fourier series estimator performs well for data modeling with seasonal trend patterns. This paper examines two approaches to the Fourier series. The difference between the approaches is the inclusion of the phi (π) function in the model. The result shows the goodness of fit criterion model with π function are for and 0,08% for MAPE whereas the fit criterion model without π function is 100% for and 0,07% for MAPE. In conclusion, the Fourier series model without the π function is better because the Fourier series model without the π function is more satisfy the goodness of fit criteria than the Fourier series model with the π.M. Fariz Fadillah MardiantoReynaldy Aries AriyantoRaka AndriawanDevayanti Anugerahing HusadaDepartment of Mathematics, UIN Sunan Ampel Surabayaarticlefourier series estimatornonparametric regressionwaste managementsuroboyo busMathematicsQA1-939ENMantik: Jurnal Matematika, Vol 7, Iss 1, Pp 86-95 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	fourier series estimator nonparametric regression waste management suroboyo bus Mathematics QA1-939
spellingShingle	fourier series estimator nonparametric regression waste management suroboyo bus Mathematics QA1-939 M. Fariz Fadillah Mardianto Reynaldy Aries Ariyanto Raka Andriawan Devayanti Anugerahing Husada Contribution Analysis of “Suroboyo Bus” in Waste Management Based on Two Form of Complete Fourier Series Estimator
description	Plastic waste is a problem that almost exists in all countries. This problem arises because of the lack of facilities that can handle the plastic waste. Suroboyo Bus is an innovation for this problem because Suroboyo Bus uses plastic bottles as payment. The purpose of this research is to predict the percentage contribution of Suroboyo Bus in handling plastic waste. The Fourier series estimator performs well for data modeling with seasonal trend patterns. This paper examines two approaches to the Fourier series. The difference between the approaches is the inclusion of the phi (π) function in the model. The result shows the goodness of fit criterion model with π function are for and 0,08% for MAPE whereas the fit criterion model without π function is 100% for and 0,07% for MAPE. In conclusion, the Fourier series model without the π function is better because the Fourier series model without the π function is more satisfy the goodness of fit criteria than the Fourier series model with the π.
format	article
author	M. Fariz Fadillah Mardianto Reynaldy Aries Ariyanto Raka Andriawan Devayanti Anugerahing Husada
author_facet	M. Fariz Fadillah Mardianto Reynaldy Aries Ariyanto Raka Andriawan Devayanti Anugerahing Husada
author_sort	M. Fariz Fadillah Mardianto
title	Contribution Analysis of “Suroboyo Bus” in Waste Management Based on Two Form of Complete Fourier Series Estimator
title_short	Contribution Analysis of “Suroboyo Bus” in Waste Management Based on Two Form of Complete Fourier Series Estimator
title_full	Contribution Analysis of “Suroboyo Bus” in Waste Management Based on Two Form of Complete Fourier Series Estimator
title_fullStr	Contribution Analysis of “Suroboyo Bus” in Waste Management Based on Two Form of Complete Fourier Series Estimator
title_full_unstemmed	Contribution Analysis of “Suroboyo Bus” in Waste Management Based on Two Form of Complete Fourier Series Estimator
title_sort	contribution analysis of “suroboyo bus” in waste management based on two form of complete fourier series estimator
publisher	Department of Mathematics, UIN Sunan Ampel Surabaya
publishDate	2021
url	https://doaj.org/article/846124809f864f9da96daf34e54e2fa9
work_keys_str_mv	AT mfarizfadillahmardianto contributionanalysisofsuroboyobusinwastemanagementbasedontwoformofcompletefourierseriesestimator AT reynaldyariesariyanto contributionanalysisofsuroboyobusinwastemanagementbasedontwoformofcompletefourierseriesestimator AT rakaandriawan contributionanalysisofsuroboyobusinwastemanagementbasedontwoformofcompletefourierseriesestimator AT devayantianugerahinghusada contributionanalysisofsuroboyobusinwastemanagementbasedontwoformofcompletefourierseriesestimator
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Contribution Analysis of “Suroboyo Bus” in Waste Management Based on Two Form of Complete Fourier Series Estimator

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