"PERBANDINGAN METODE FUZZY TSUKAMOTO DAN FUZZY MAMDANI UNTUK MENENTUKAN TINGKAT KEKUMUHAN KAWASAN (Studi Kasus Kecamatan Limapuluh Kota Pekanbaru) "

  • Nur Yasmin Syakila Alumni Program Studi Informatika Fakultas Teknik
  • Martaleli Bettiza Dosen Fakultas Teknik UMRAH
  • Nurfalinda Nurfalinda Dosen Fakultas Teknik UMRAH
Keywords: Fuzzy logic, Level of Regional Slums, Fuzzy Tsukamoto, Fuzzy Mamdani

Abstract

The purpose of this study is to compare the MAPE values between the fuzzy Tsukamoto and Fuzzy Mamdani methods using variable irregularity in buildings, building density, incompatibility with building technical requirements, environmental road service coverage, environmental quality of road surface, aspects of drinking water supply conditions have access availability criteria safe drinking water, unfulfilled drinking water needs, inability to drain water runoff, unavailability of drainage, non-connection with the city drainage system, non-maintenance of drainage and the quality of drainage construction, the wastewater management system is not in accordance with technical standards, infrastructure and wastewater management facilities are not in accordance with the city's drainage system technical requirements, aspects of waste management conditions have the criteria for infrastructure, waste facilities are not in accordance with technical requirements, waste management systems that are not in accordance with technical standards, maintenance and facilities are not maintained waste management, unavailability of fire protection infrastructure and unavailability of fire protection facilities. The results of this study stated that the Mamdani fuzzy method became the best with a MAPE value of 20.59% against the Tsukamoto fuzzy method MAPE value of 25.82%.

Published
2020-11-24
Section
Teknik Informatika