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Journal : Transcendent Journal of Mathematics and Applications

Improved Particle Swarm Optimization in Nutrition Adjustment for Hypertension Patient Rosidha, Anisa Nur; Mardianto, Lutfi; Saputra, Ilham; Nasution, Achmad Suryadi
Transcendent Journal of Mathematics and Applications Vol 3, No 1 (2024)
Publisher : Syiah Kuala University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24815/tjoma.v3i1.37791

Abstract

Hypertension is one of the biggest contributors to the death cause in the world. This disease arises due to an unhealthy lifestyle and improper diet. In order to fulfill proper nutrition for people with hypertension, the composition of food for people with this disease needs to be regulated to produce optimal results according to their needs with the Improved Particle Swarm Optimization (IPSO) algorithm. Data collection was carried out on 96 patients with 1000 particles, a maximum iteration of 1000 and acceleration coefficients , , serta . The results show that the best fitness is 6,284 determined by price Rp 28.000 and 14 different variety of food. Based on the tests, the IPSO algorithm is effective in optimizing the nutrition of food composition with an accuracy rate of more than 99%.
Co-Authors Abdul Rauf Muhammad Amin Achmad Suryadi Nasution Ahmad, M. Ridwan Said Alfianti Alhanannasir, Alhanannasir Amelia, Devi Anderson, Ranap Angraini, Ria Apriade Voutama Apriyanto, Agus ARI KURNIAWAN Ari Purnawan Arisyanti. B, Irnadila Ayu, Fidia Banggu, Masni Berlian, Alviona Bukhari Bukhari Chang, Shyang-Jye Chantika, Melan Dea Rizky Amalia Ditta Kharisma Yolanda Putri FAQIH, ABDULLAH Fenny Ayu Monia G. Gunawan Gomes, Efrem Olivio Hari Subagio Hartati, Diah Vitaloka Hayatul Khairul Rahmat Helena Helena, Helena Hilda Porawati Ibrahim, Fauzi Idealistuti, Idealistuti Islahuddin Iswandi Iswandi Jufri , Agustion Laila, Dwi Nuraini Mahamadaree Waeno Mansur, Syaiful Mardianto, Lutfi Mazwan Mazwan Morissan Morissan, Morissan Muhammad afrizal Murtado, Asep Dodo Murti, Adam Wisnu Musyfikah Ilyas Mutammimul Ula Mutathahirin, Mutathahirin Ni Luh Darmayanti Nofriadi Nofriadi Nurmala, Eka Oktaviani, Melinda Parameswara, Prasetyo Prisiantika, Intan Putra, Ananda Rahmaddeni Rahmaddeni Rahmi Rahmi Rahmi, Azvi Ramadani, Suci Ratnawilis Ravitilova, Ravitilova Rinda, Rinda Rosidha, Anisa Nur Sadriani, Andi Sandung, Cindy Lestari Sari, Difka Augustina Diana Satria, Riyan Sebayang, Nico Sembiring, Alexander Setiyoko, Didik Tri Subekti , Valina Singka Susanti, Indah Susanti Tanto Tanto Tusriadi Utami Putri, Novia Vera Amelia Wahyudi, Eri Wahyudi, Retno Widjatma, Ridho Rahadina Yansah, Randa Yuli Yetri Zahri, Mustafa Zainal, Dini Fitri Zamzamia, Izatun Zeky, Serpuadi Zuhriah Mumtazah Zulqarnain, A Muhammad Iman