Influence of meta-heuristic optimization on the performance of adaptive interval type2-fuzzy traffic signal controllers

详细信息    查看全文

• 作者：Sahar Araghi ; ^{saraghi@deakin.edu.au} ; ^{sahararaghi@gmail.com} ; Abbas Khosravi ^{abbas.khosravi@deakin.edu.au} ; Douglas Creighton ^{douglas.creighton@deakin.edu.au} ; Saeid Nahavandi ^{saeid.nahavandi@deakin.edu.au}
• 关键词：Traffic signal timing ; Type-2 fuzzy logic systems ; ANFIS ; Cuckoo search ; Genetic algorithm ; Simulated annealing
• 刊名：Expert Systems with Applications
• 出版年：2017
• 出版时间：1 April 2017
• 年：2017
• 卷：71
• 期：Complete
• 页码：493-503
• 全文大小：1150 K
• 卷排序：71

文摘

Implementing interval type-2 intelligent adaptive traffic signal controller (IT2-ANFIS). Using CS, GA, and SA to determine optimal parameters of IT2-ANFIS controller. Defining different scenarios to study the performance of the applied optimization techniques. Showing the superiority of CS against GA and SA in optimizing the parameters of the IT2- ANFIS controller.