Calibrating microscopic traffic simulators using machine learning and particle swarm optimization

Calibration of choice model parameters in a transport scenario with heterogeneous traffic conditions and income dependency

(2019) Amit Agarwal et al.   Transportation Letters-The International Journal of Transportation Research

Concurrent Estimation of Origin-Destination Flows and Calibration of Microscopic Traffic Simulation Parameters in a High-Performance Computing Cluster

(2018) Reza Omrani et al.   Journal of Transportation Engineering Part A-Systems

Optimization of Planning Layout of Urban Building Based on Improved Logit and PSO Algorithms

(2018) Yun Li et al.   COMPLEXITY

Estimation of Passenger Car Equivalents for single-lane roundabouts using a microsimulation-based procedure

(2017) Orazio Giuffrè et al.   EXPERT SYSTEMS WITH APPLICATIONS

Comparative study of simulated annealing, tabu search, and the genetic algorithm for calibration of the microsimulation model

(2017) Abhay D Lidbe et al.   SIMULATION-TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL

Multi-objective calibration of traffic microsimulation models

(2017) Glareh Amirjamshidi et al.   Transportation Letters-The International Journal of Transportation Research

Study of traffic flow characteristics using different vehicle-following models under mixed traffic conditions

(2016) Gowri Asaithambi et al.   Transportation Letters-The International Journal of Transportation Research

Modeling vehicle car-following behavior in congested traffic conditions based on different vehicle combinations

(2016) Dewen Kong et al.   Transportation Letters-The International Journal of Transportation Research

Calibration of PARAMICS Model: Application of Artificial Intelligence-Based Approach

(2015) Nedal T. Ratrout et al.   ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING

Vehicle classification with single multi-functional magnetic sensor and optimal MNS-based CART

(2014) Haijian Li et al.   MEASUREMENT

Do cooperative systems make drivers’ car-following behavior safer?

(2014) Haneen Farah et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Optimal Cycle Program of Traffic Lights With Particle Swarm Optimization

(2013) Jose Garcia-Nieto et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Calibration of bus parameters in microsimulation traffic modelling

(2011) Jing Zhang et al.   TRANSPORTATION PLANNING AND TECHNOLOGY

Multivariate regression for estimating driving behavior parameters in work zone simulation to replicate field capacities

(2010) Praveen Edara et al.   Transportation Letters-The International Journal of Transportation Research

Large-Scale Microscopic Simulation: Toward an Increased Resolution of Transportation Models

(2008) Mark C. Smith et al.   JOURNAL OF TRANSPORTATION ENGINEERING