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Journal : knowledge engineering and data science

Ant Colony Optimization for Resistor Color Code Detection Wibawanto, Slamet; Kirana, Kartika Candra; Ramadhan, Hani
Knowledge Engineering and Data Science
Publisher : citeus

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Abstract

In the early stages of learning resistors, introducing color-based values is needed. Moreover, some combinations require a resistor trip analysis to identify. Unfortunately, a resistor body color is considered a local solution, which often confuses resistor coloration. Ant Colony Optimization (ACO) is a heuristic algorithm that can recognize problems with traveling a group of ants. ACO is proposed to select commercial matrix values to be computed without preventing local solutions. In this study, each explores the matrix based on pheromones and heuristic information to generate local solutions. Global solutions are selected based on their high degree of similarity with other local solutions. The first stage of testing focuses on exploring variations of parameter values. Applying the best parameters resulted in 85% accuracy and 43 seconds for 20 resistor images. This method is expected to prevent local solutions without wasteful computation of the matrix.
Co-Authors A, Devani Afiyatul Abdulrahman, Salah Abdullah Khalil Achmad Hamdan Adam Achmad Rachmawan Adinugroho, M Ludy Aji Prasetya Wibawa Akbar, Asna Isyarotul Andrian Rachmat Anik Nur Handayani Ashar, Muhammad Axel Gandy Arthayuda Azhar Ahmad Smaragdina Baihaqi, Ahmad Fist Cal Bayyinah, Nur Begananda, Hilham Bagus Budi Rahmadya Budi, Lalu Agung Purnama Cahya Bintang Wira Winata Cahyani, Amanda Dea Cahyani, Gita Ayu Cahyono, Gigih Prasetyo Choirul Anam Devita, Riri Nada Dimas Prasetyo Buseri Eko Tristyo Purwanto Ellvina Pramitadewi Wahyunigtyas F Ti Ayyu Sayyidul Laily Fadhlullah, Aufar Faiq Fajar Ananda Saputra Febri Liantoni Filsafalasafi, Alfi Firmansyah, Muhammad Ferdian Gigih Prasetyo Cahyono Gushardana, Raffi Taufiq Handayani, Dwining Handayani, Nia Okta Hani Ramadhan Hani Ramadhan, Hani Haq, Yaritza Hary Suswanto Hermanto, Yon Ade Lose Heru Wahyu Herwanto Hibatullah, Rizaldi Naufal Imro’aturrozaniyah Imro’aturrozaniyah Indri Astuti Ivan reynaldi Putra Kohei Arai Krisma Anuarin Hidayat Lalu Agung Purnama Budi Latif, Rafika Mas’udah, Ajeng Ramadhani Lailul Michell Brella Tamarizta Mochammad Bagus Priyantono Mohamad Firzon Ainur Mustika, M. Choirul Nadifah Adya Ilham Nandha Mustika Sari Nasharuddin Mas Nidhom, Ahmad Mursyidun Ningrum, Gres Dyah Kusuma Nur Eva Nur Hidayah Nur Hidayat, Wahyu Nurjihan Najma Zahera Perdana, Sigit Prasetya, Januari Adi Priyantono, Mochammad Bagus Purwanto, Eko Tristyo Rachmawan, Adam Achmad Raffi Taufiq Gushardana Raffi Taufiq Gushardana S, Arsy Aisyah Malika R. Saputra, M. Adi Sari, Nandha Mustika Sari, Rahajeng Kartika Shofiea, Maulida Siregar, Galih Carlos Putra Siregar, Sherly Allsa Siswahyudianto Slamet Wibawanto Sujito Sujito Sujito Sujito Syaad Patmanthara Syahputra, M. Firman Aji Thoriq Bachtiar Yusuf Ekananda Thoriq Bachtiar Yusuf Ekananda Tri Hadiah Muliawati W, Putri Nurdiana Wahyu Nur Hidayat Wahyu, Kartika Wulandari, Rizka Safitri Yusuf Ekananda, Thoriq Bachtiar