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All Journal International Journal of Electrical and Computer Engineering IJCCS (Indonesian Journal of Computing and Cybernetics Systems) Seminar Nasional Aplikasi Teknologi Informasi (SNATI) JURNAL SISTEM INFORMASI BISNIS Bulletin of Electrical Engineering and Informatics Jurnal Ilmiah Teknik Elektro Komputer dan Informatika (JITEKI) Jurnal Computech & Bisnis (e-Journal) Jurnas Nasional Teknologi dan Sistem Informasi Jurnal CoreIT Informatics for Educators and Professional : Journal of Informatics Matrix : Jurnal Manajemen Teknologi dan Informatika IJIS - Indonesian Journal On Information System Dinamisia: Jurnal Pengabdian Kepada Masyarakat Conference SENATIK STT Adisutjipto Yogyakarta International Journal of New Media Technology Jurnal ULTIMA InfoSys Jurnal ULTIMATICS MATRIK : Jurnal Manajemen, Teknik Informatika, dan Rekayasa Komputer Creative Research Journal IJISTECH (International Journal Of Information System & Technology) KOMPUTIKA - Jurnal Sistem Komputer KOMPUTA : Jurnal Ilmiah Komputer dan Informatika Majalah Ilmiah UNIKOM Jurnal Teknologi dan Informasi Jurnal Abdimas PHB : Jurnal Pengabdian Masyarakat Progresif Humanis Brainstorming Jurnal Tata Kelola dan Kerangka Kerja Teknologi Informasi Indonesian Community Service and Empowerment Journal (IComSE) IJISTECH International Journal of Informatics, Information System and Computer Engineering (INJIISCOM) International Journal of Research and Applied Technology (INJURATECH) Abdi Teknoyasa Jurnal Pengabdian Teknik dan Ilmu Komputer (PETIK) Prosiding SEMNAS INOTEK (Seminar Nasional Inovasi Teknologi) Jurnal Pengabdian Masyarakat Tekno INFOKOM
Irawan Afrianto
Universitas Komputer Indonesia
Aerospace Engineering Agriculture, Biological Sciences & Forestry Arts Humanities Automotive Engineering Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Industrial & Manufacturing Engineering Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Mechanical Engineering Public Health Social Sciences Transportation Other

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Journal : Jurnal Computech

 1 
PEMANFAATAN METODE SELF ORGANIZING MAP PADA OPTIMASI MASALAH TRAVELLING SALESMAN PROBLEM Yulistian Suryono; Irawan Afrianto
Jurnal Computech & Bisnis (e-Journal) Vol 5, No 2 (2011): Jurnal Computech & Bisnis
Publisher : STMIK Mardira Indonesia, Bandung

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (315.219 KB) | DOI: 10.55281/jcb.v5i2.72

Abstract

Travelling Salesman Problem (TSP) in development usually called classic graph problem. Salesman must a plan a course route to amount of city and visit every city once with entire distance shortly. There are several method that can give optimal solution to this problem. One of method is using computer technology that is Neural Network (NN). Self Organizing Map (SOM) Neural Network have a ability to self organizing input in to classification zone. The target of designed TSP with SOM method is to find a shortest route from the cities that must be visited. The result of experiment is to prove that SOM method could solved the TSP problem. Keywords: Short Route Finding, Neural Network, Self Organizing Map (SOM), Input, Cluster Abstrak  Travelling Salesman Problem (TSP) dalam perkembangannya sering disebut sebagai masalah graf klasik. Dimana seorang salesman harus merencanakan rute perjalanan ke sejumlah kota dan mengunjungi setiap kota sekali  dengan jarak keseluruhan perjalanan yang sependek mungkin. Banyak metode yang diyakini dapat memberikan penyelesaian optimal terhadap permasalahan ini. Salah satunya adalah dengan memanfaatkan perkembangan teknologi komputer yaitu Neural Network (NN). Self-Organizing Maps (SOM) Neural Network memiliki kemampuan untuk mengorganisasi input sendiri ke dalam zona klasifikasi. Perancangan TSP dengan metode SOM ini bertujuan untuk menemukan rute terpendek dari sejumlah kota yang harus dikunjungi. Hasil pengujian terhadap rancangan membuktikan bahwa metode SOM ini dapat menyelesaikan permasalahan TSP. Kata Kunci: Pencarian Rute Terpendek, Neural Network, Self-Organizing Maps(SOM), Input, Cluster
Co-Authors Abdul Razak, Rizky Septiana adang badru jaman,anggun fergina, adang badru jaman,anggun fergina Agustia, Richi Dwi Al Husaeni, Dwi Novia Alif Finandhita Ana Hadiana Andri Heryandi Andri Heryandi Andri Heryandi Andry Maulana Awaludin Angga Setiyadi Anisyah, Ani Arinten Dewi Hidayat Asali, Frans Fernando Atin, S Atin, Sufa Bisulthon, Ibrahim Danial Bobi Kurniawan, Bobi Dedeng Hirawan Dedeng Hirawan, Dedeng Derry Berni Cahyady Devy Normalasari Diana Effendi Dwi Agustia, Richi Dwiguna Sumitra, Irfan Eddy Prasetyo Nugroho Edwin Fajar Nurdiansyah Egi Cahyo Prabowo Eko Budi Setiawan Elisabet Nila S. C. P Estiko Rijanto Fazri Muhamad Kurnia Finadhita, Alif Finandhita, Alif Firdaus Musyafi Furqon, Rifan Muhammad Hanhan Maulana Harjono, Risqi Windu Heryandi, Andri Irfan Dwiguna Saputra Irmayanti, Hani Janivita Joto Sudirman Joto Sudirman, Janivita Jundurrahmaan, Irham Lia Warlina M Wisnu Hidayatulloh Maulana Awaludin, Andri Maulana, Hanhan Mouhamad Hatta Hiroshi Sasmita Muhammad Fahmi Irfan Muhammad Ilham Budiawan Muhammad Yanuar, Eko Mutia, S Nizar Rabbi Radliya Nurhikmah Taliasih Piantari, Erna Putra Hilmana, Primarazaq Noorshalih Rafdhi, A A Raju Riyanda Rakhmanuddin, Iid Ramadhan Wijanarko Resviani, Devi Richi Dwi Agustia Rini Nuraini Sukmana Rizki, Ikhsan Nurul Setiyadi, Angga Sri Nurhayati Sufa Atin Sufa Atin Sufa Atin Sufa'atin Sufa’atin Sufa’atin Sumitra, Irfan Dwiguna Suryana, Taryana Suseno, Taufiq Rizky Darmawan Taryana Suryana Widayanti, A Yanuar, Eko Muhammad Yanyan Herdiansyah Yasmi Afrizal Yatawa, H S Yulistian Suryono