Journal ArticleDOI
Multi-objective optimization for pavement maintenance and rehabilitation decision-making: A critical review and future directions
Wang Chen,Mulian Zheng +1 more
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TLDR
The strategic decision-making goals, decision processes, sources and characterization methods of uncertainty, intelligent algorithm followed across the globe were reviewed, and the latest development of multi-objective decision-aid tools (MODAT) for PMMS was discussed while emphasizing the importance of establishing joint MOO optimization model of multiple facilities and multiple M&R techniques forPMMS to achieve intelligent decision- making.About:
This article is published in Automation in Construction.The article was published on 2021-10-01. It has received 43 citations till now. The article focuses on the topics: Multi-objective optimization.read more
Citations
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Journal ArticleDOI
Multi-Objective Optimization of Maintenance, Rehabilitation, and Reconstruction Decision Making Considering Safety
TL;DR: In this article , a multi-objective optimization approach is proposed to identify the optimal pavement maintenance, rehabilitation, and reconstruction (MRR) plans that utilize a semi-Markov international roughness index deterioration model developed based on real pavement condition inspection data from Pennsylvania between 2006 and 2018.
Journal ArticleDOI
World highways pavement management system: an overview
Atheer Muhammed Ali,Ali M. Lafta +1 more
TL;DR: The pavement management system (PMS) as mentioned in this paper is a precise and systematized arrangement of defined procedures for collecting, analyzing, maintaining, and reporting pavement data that enables decision-makers to identify the most suitable arrangements and strategies for maintaining the pavements in the functional order for a given specific period at the least profitable cost.
Peer ReviewDOI
Analysis of Monitoring Data of the Experimental Section on the Moscow Ring Road
TL;DR: In this paper , the authors presented the results of a survey of seven experimental sections on the road, obtained using the complex multi-criteria assessment of the operational condition of road network objects "ADS-MADI".
Journal ArticleDOI
A goal-oriented planning approach for two-dimensional cutting components in architectural design: Coupling BIM and Parametric design (PD)
TL;DR: In this paper , a grid-based planning workflow based on BIM and parametric design is proposed to accurately generate and optimize 2-dimensional cutting components' planning, which can improve the intelligence of the AEC industry while promoting the industry's sustainable development.
Journal ArticleDOI
Scientometric analysis of pavement maintenance: a twenty-year review
TL;DR: In this article , a comprehensive and objective scientometric analysis to visualize the status quo of research areas regarding pavement maintenance is presented, and a knowledge roadmap is provided to inscribe how pavement maintenance-related research evolves over time, greatly contributing to the understanding of the underlying structure of pavement maintenance.
References
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Journal ArticleDOI
Optimization by Simulated Annealing
TL;DR: There is a deep and useful connection between statistical mechanics and multivariate or combinatorial optimization (finding the minimum of a given function depending on many parameters), and a detailed analogy with annealing in solids provides a framework for optimization of very large and complex systems.
Proceedings ArticleDOI
Particle swarm optimization
TL;DR: A concept for the optimization of nonlinear functions using particle swarm methodology is introduced, and the evolution of several paradigms is outlined, and an implementation of one of the paradigm is discussed.
Journal ArticleDOI
Ant system: optimization by a colony of cooperating agents
TL;DR: It is shown how the ant system (AS) can be applied to other optimization problems like the asymmetric traveling salesman, the quadratic assignment and the job-shop scheduling, and the salient characteristics-global data structure revision, distributed communication and probabilistic transitions of the AS.
Journal ArticleDOI
A New Heuristic Optimization Algorithm: Harmony Search
TL;DR: A new heuristic algorithm, mimicking the improvisation of music players, has been developed and named Harmony Search (HS), which is illustrated with a traveling salesman problem (TSP), a specific academic optimization problem, and a least-cost pipe network design problem.
Book ChapterDOI
A Fast Elitist Non-dominated Sorting Genetic Algorithm for Multi-objective Optimisation: NSGA-II
TL;DR: Simulation results on five difficult test problems show that the proposed NSGA-II, in most problems, is able to find much better spread of solutions and better convergence near the true Pareto-optimal front compared to PAES and SPEA--two other elitist multi-objective EAs which pay special attention towards creating a diverse Paretimal front.