A newly developed hybrid method on pavement maintenance and rehabilitation optimization applying Whale Optimization Algorithm and random forest regression

H Naseri, H Jahanbakhsh, A Foomajd… - … Journal of Pavement …, 2023 - Taylor & Francis
Develo** an accurate pavement prediction model plays a dominant role in pavement
M&R optimization. Despite employing different robust machine learning techniques to …

Evolutionary and swarm intelligence algorithms on pavement maintenance and rehabilitation planning

H Naseri, M Shokoohi, H Jahanbakhsh… - … Journal of Pavement …, 2022 - Taylor & Francis
ABSTRACT Maintenance and Rehabilitation (M&R) scheduling is one of the vital aspects of
a pavement management system (PMS). This study aims to establish accurate M&R plans …

Toward sustainability in optimizing the fly ash concrete mixture ingredients by introducing a new prediction algorithm

H Naseri, H Jahanbakhsh, K Khezri… - Environment …, 2022 - Springer
Concrete is the most utilized human-made material that has been used in the construction
industry. The global concrete demand is rapidly increasing, and accordingly, designing …

[HTML][HTML] A novel technique for multi-objective sustainable decisions for pavement maintenance and rehabilitation

H Naseri, A Aliakbari, MA Javadian, A Aliakbari… - Case Studies in …, 2024 - Elsevier
To maintain pavement in good condition while considering financial costs and sustainability,
it is necessary to develop a comprehensive pavement management plan. Pavement …

Decision-making optimization model for the targeted sustainable maintenance of a complex road network

L Cao, T Tan, X Hou, Z Dong - Journal of Cleaner Production, 2024 - Elsevier
With the continuous expansion of highway construction scale, a complex road network can
be divided into multiple subnetworks in accordance with any criteria, such as highway class …

Sustainable pavement maintenance and rehabilitation planning using the marine predator optimization algorithm

H Naseri, A Golroo, M Shokoohi… - Structure and …, 2024 - Taylor & Francis
The sustainability of pavement, especially in Maintenance and Rehabilitation (M&R)
scheduling, has become an immense concern and has received limited attention in previous …

Novel soft-computing approach to better predict flexible pavement roughness

H Naseri, M Shokoohi, H Jahanbakhsh… - Transportation …, 2023 - journals.sagepub.com
Road infrastructures are fundamental parts of peoples' lives, allowing them to access
various destinations and activities. Accordingly, infrastructure should be in an appropriate …

Artificial neural networks for flexible pavement

R Bayat, S Talatahari, AH Gandomi, M Habibi… - Information, 2023 - mdpi.com
Transportation agencies are primarily responsible for building new roads and maintaining
current roads. The main focuses of these agencies are to prioritize maintenance and make …

A modelling and solution approach for wind-affected drone-truck routing problem under uncertainty

M Dodge, SA MirHassani, F Hooshmand - Expert Systems with Applications, 2024 - Elsevier
In the field of logistics and transportation, drones and trucks effectively enhance each other's
capabilities by offering complementary benefits in terms of speed, cargo capacity, and …

Pavement maintenance planning using a risk-based approach and fault tree analysis

M Shokoohi, A Golroo, A Ardeshir - International Journal of …, 2023 - Taylor & Francis
Optimal planning of Maintenance and Rehabilitation (M&R) treatments due to limited
resources and funding is vital. A pavement performance function formula is needed to model …