TY - JOUR
T1 - A joint bottom-up solution methodology for system-level pavement rehabilitation and reconstruction
AU - Lee, Jinwoo
AU - Madanat, Samer
N1 - Funding Information:
This research was partly funded by a University of California Transportation Center dissertation grant to the first author.
Publisher Copyright:
© 2015 Elsevier Ltd.
PY - 2015/8/1
Y1 - 2015/8/1
N2 - We present a methodology for the joint optimization of rehabilitation and reconstruction activities for heterogeneous pavement systems under multiple budget constraints. The proposed bottom-up approach adopts an augmented condition state to account for the history-dependent properties of pavement deterioration, and solves for steady-state policies for an infinite horizon. Genetic algorithms (GAs) are implemented in the system-level optimization based on segment-specific optimization results. The complexity of the proposed algorithm is polynomial in the size of the system and the policy-related parameters. We provide graphical presentations of the optimal solutions for various budget situations. As a case study, a subset of California's highway system is analyzed. The case study results demonstrate the economic benefit of a combined rehabilitation and reconstruction budget compared to separate budgets.
AB - We present a methodology for the joint optimization of rehabilitation and reconstruction activities for heterogeneous pavement systems under multiple budget constraints. The proposed bottom-up approach adopts an augmented condition state to account for the history-dependent properties of pavement deterioration, and solves for steady-state policies for an infinite horizon. Genetic algorithms (GAs) are implemented in the system-level optimization based on segment-specific optimization results. The complexity of the proposed algorithm is polynomial in the size of the system and the policy-related parameters. We provide graphical presentations of the optimal solutions for various budget situations. As a case study, a subset of California's highway system is analyzed. The case study results demonstrate the economic benefit of a combined rehabilitation and reconstruction budget compared to separate budgets.
KW - Bottom-up optimization
KW - History-dependent deterioration
KW - Multiple constraints
KW - Pavement reconstruction
KW - Pavement rehabilitation
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U2 - 10.1016/j.trb.2015.05.001
DO - 10.1016/j.trb.2015.05.001
M3 - Article
AN - SCOPUS:84929333128
SN - 0191-2615
VL - 78
SP - 106
EP - 122
JO - Transportation Research Part B: Methodological
JF - Transportation Research Part B: Methodological
ER -