1. Researcher, Laboratory of Transportation Systems Management (GESITRAN), Civil Engineering Department, Universidad de Concepción, Concepción, Chile
2. Associate Professor, Laboratory of Transportation Systems Management (GESITRAN), Civil Engineering Department, Universidad de Concepción, Concepción, Chile (corresponding author: )
3. Assistant Professor, Civil and Environmental Department, School of Engineering, Universidad del Bio Bio, Concepción, Chile