Multiobjective optimization of optimum-cycle-length and average-delay-time at a specific isolated intersection in konya-turkey
Küçük Resim Yok
Tarih
2020
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Erişim Hakkı
info:eu-repo/semantics/openAccess
Özet
Parallel to population growth, the number of vehicles in cities also increasing. The vehicle increase makes traffic management difficult. This situation leads to higher fuel consumption and emissions of CO2 and similar harmful emissions. Therefore, real-time optimization of traffic lights i.e. signalization can make traffic management more efficient. In this study, the duration of the signals at an intersection where the signal light in the center of Konya/Turkey is optimized by multi-objective optimization algorithms using optimum-cycle-length and average-delay-time as objectives. Four state-of-the-art algorithms are applied to this problem, which are named as Non-dominated Sorting Genetic Algorithm (NSGAII), Strength Pareto Evolutionary Algorithm (SPEA2), Indicator-Based Evolutionary Algorithm (IBEA) and Speed-constrained Multi-objective Particle Swarm Optimization (SMPSO). The dataset is obtained from Konya Metropolitan Municipality Transportation Traffic Planning Branch Directorate. The experimental results show that the optimum-cycle-time at signalized intersections can be determined by multi-objective optimization algorithms.
Açıklama
Anahtar Kelimeler
Kaynak
Erciyes Üniversitesi Fen Bilimleri Enstitüsü Dergisi
WoS Q Değeri
Scopus Q Değeri
Cilt
36
Sayı
3
