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Supriyadi Supriyadi
Universitas Serang Raya
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Journal : Journal of Machine Learning and Soft Computing

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Optimization of Total Production of Refined Sugar From Raw Sugar Raw Materials and Supporting Raw Materials Using the Generate-And-Test Method at PT. DSI Banten Sigit Rahayu; Andri Budi Kusumah; Supriyadi Supriyadi; Wahyu Oktri Widyarto
Journal of Machine Learning and Soft Computing Vol. 1 No. 2 (2019): Volume 1 Nomor 2, July 2019
Publisher : Universitas Serang Raya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30656/jlmsc.v1i2.1677

Abstract

The search problem is a problem that is commonly applied to systems based on the concept of Artificial Intelligence. One of the well-known heuristic search methods in Artificial Intelligence terminology is Generate and Test. In general, there are no companies operating without raw materials, raw materials in PT. DSI is a type of main and supporting raw material. Refined sugar production at PT. DSI Banten has been experiencing fluctuations in the output of production every day, the data in April 2014 showed from 1-7 consecutively that is 726, 578, 592, 518, 692, 734, 473 tons (PT. DSI, April 2014 ). The purpose of this study is to implement the heuristic search concept with the Generate and Test Algorithm in the search for a combination of the two raw materials to obtain the highest amount of production / output in the form of refined sugar, from the results of this study obtained a system that is able to find the highest amount of sugar production per cuisine, namely in the form of types of supporting raw materials (Limestone CaO, HCL, NaOH) and types of main raw materials (Raw sugar). After conducting research through the heuristic search concept with the GnT method, from 3 types of supporting raw materials (type 1: supplier from PT. SAP, type 2: supplier from PT. MNA, type 3: supplier from PT. CKT) and 3 types of raw material main (raw sugar 1: import from Australia, raw sugar type 2: import from Vietnam, raw sugar type 3: import from Thailand) found an optimization of the two raw materials with the results of supporting material type "3" and main raw material type " 2 "with the amount of 123 tons per cuisine for refined sugar output, the results obtained are able to increase productivity in the refined sugar processing.
Co-Authors Abdul Fatah Abdul Fatah Ahmad Habibi ahmad habibi Ahmad Nalhadi Ahmad Nalhadi Ahmad Nalhadi, Ahmad Ahmat Kaeroni Aldo Brayan Sinaga Amarul Amarul Anang Suhendar Andi Darmawan Suryadiredja Andre Goslie Andri Budi Kusumah Ardita Maharani Ardita Maharani Ari Firmansyah Arifiatul Hasanah Bayu Subentar Bintang Arga Fahriadava Brilian Bintang Ramadhan Cahyadi (Universitas Serang Raya), Dadi Cahyadi, Dadi Dadi Cahyadi Danang Setiawan Dedi Setiawan Dicky Meilaz Saputra Dimas Alman Maulana Djamal, Nugraheni Eko Hadi Sucipto EL Rasyid, Leon Hafid Erwin Maulana Tarigan Fathovani, Katon Bagas Fathurohman Fathurohman Fauliyadi, Fauliyadi Fikri Habibi Fikri Habibi Fikri Tri Fadilah Firdanis Setyaning Handika Firdanis Setyaning Handika Fitriah Fitriah Gerry ADP Gerry Anugrah Dwiputra Gerry Anugrah Dwiputra, Gerry Anugrah Gilang Saputra Gina Ramayanti Gina Ramayanti, Gina Guntur Sastraguntara Haswika, Haswika Hayyin, Fajar Heri Maulady Heri Setiawan Heri Setiawan Herudi Herudi Ira Wahyuli Ira Wahyuli irwan Pegiardi Isniah, Sarah Leon Hafid EL Rasyid M. Faiizuddaroini Manurung, Rahman Ma’arij Ma’arij Muhamad Ridwan Muhamad Ridwan Muhamad Subana Muhammad Arif Muhammad Uzan Harisni Mutiara Nabilla Nalhadi , Ahmad Nova Stifany Panudju, Andreas Tri Pegiardi, irwan Putra, Al Fiillian Sah Qurtubi Qurtubi, Qurtubi Rahman Manurung RB. Tri Joko Wibowo Resa Miftahul Jannah Riskiyadi Riskiyadi, Riskiyadi Rizal Syarifuddin Rohimudin Rohimudin Rohimudin, Rohimudin Romi Afriansyah Romi Afriansyah, Romi Rosihin Rosihin Sahrupi, Sahrupi Saputra, Gilang Shofa, Mohamad Jihan Shofa, Mohamad Jihan Sigit Rahayu Stifany, Nova Sucipto, Eko Hadi Surani, Dewi Syarifudin Syarifudin Taufik Rahman Tri Joko Wibowo Tubagus Evan Zulfikar Wahyu Nugroho Wahyu Nugroho Wahyu Oktri Widyarto Wijaya Kusuma, Tirta Wiliyanto, Reza Wyke Kusmasari, Wyke Yusron Hapid