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Multiobjective Optimization for Maintenance Decision Making in Infrastructure Asset Management

Authors :
Lin Chen
Asaad Y. Shamseldin
Andrea Raith
Theunis F. P. Henning
Source :
Journal of Management in Engineering. 31
Publication Year :
2015
Publisher :
American Society of Civil Engineers (ASCE), 2015.

Abstract

Maintenance decision making that selects appropriate maintenance strategies for a road network is an important and complex part of infrastructure asset management (IAM). Multiobjective optimization (MOO) can help in simplifying a decision making problem with multiple objectives and trading off objectives by identifying efficient solutions. Therefore, MOO is a helpful tool in the decision-making process. The main objective of this study is to analyze the optimization problem involved in practical decision-making processes using MOO and to identify efficient solutions in the context of maintenance decision making. To accomplish this aim, this paper (1) introduces decision making in IAM along with a discussion of previous applications of optimization; (2) discusses the mathematical formulation of optimization problems in the context of IAM decision making; (3) proposes an optimization method known as dichotomic approach (DA) to solve the optimization problems of decision making by identifying efficie...

Details

ISSN :
19435479 and 0742597X
Volume :
31
Database :
OpenAIRE
Journal :
Journal of Management in Engineering
Accession number :
edsair.doi...........3710d498d0f94e31480e4875a99ffb5f
Full Text :
https://doi.org/10.1061/(asce)me.1943-5479.0000371