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Multiobjective Optimization for Maintenance Decision Making in Infrastructure Asset Management
- 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...
- Subjects :
- Engineering
Optimization problem
Decision engineering
Operations research
business.industry
Management science
Strategy and Management
General Engineering
Context (language use)
Building and Construction
Management Science and Operations Research
Multi-objective optimization
Industrial relations
Business decision mapping
Asset management
Process optimization
Infrastructure asset management
business
Subjects
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