Maintenance optimization of infrastructure networks using genetic algorithms
This paper presents an approach to determining the optimal set of maintenance alternatives
for a network of infrastructure facilities using genetic algorithms. Optimal maintenance …
for a network of infrastructure facilities using genetic algorithms. Optimal maintenance …
Bridge maintenance planning framework using machine learning, multi-attribute utility theory and evolutionary optimization models
Although various tools and procedures have been developed to help transportation
engineers objectively evaluate bridge maintenance needs, selecting and sco** projects …
engineers objectively evaluate bridge maintenance needs, selecting and sco** projects …
Multi-objective optimisation of in-service asphalt pavement maintenance schedule considering system reliability estimated via LSTM neural networks
This article presents a novel system reliability-based framework for multi-objective
optimisation of preventive maintenance (PM) management of in-service asphalt pavement …
optimisation of preventive maintenance (PM) management of in-service asphalt pavement …
A fuzzy logic expert system for selecting optimal and sustainable life cycle maintenance and rehabilitation strategies for road pavements
Aged road pavements and insufficient maintenance budgets, along with increasing
concerns over the environmental issues related to transportation have introduced additional …
concerns over the environmental issues related to transportation have introduced additional …
An adaptive hybrid genetic algorithm for pavement management
The pavement maintenance and rehabilitation (M&R) strategy selection problem is an
exceedingly hard problem to solve optimally. In this paper, a novel Adaptive Hybrid Genetic …
exceedingly hard problem to solve optimally. In this paper, a novel Adaptive Hybrid Genetic …
Soft computing applications in infrastructure management
Infrastructure management decisions, such as condition assessment, performance
prediction, needs analysis, prioritization, and optimization are often based on data that is …
prediction, needs analysis, prioritization, and optimization are often based on data that is …
Back-calculation of transition probabilities for Markovian-based pavement performance prediction models
This paper presents a new technique to estimate the transition probabilities used in the
Markovian-based pavement performance prediction models. The proposed technique is …
Markovian-based pavement performance prediction models. The proposed technique is …
Optimal pavement maintenance programs based on a hybrid greedy randomized adaptive search procedure algorithm
Insufficient investment in the public sector together with inefficient maintenance
infrastructure programs lead to high economic costs in the long term. Thus, infrastructure …
infrastructure programs lead to high economic costs in the long term. Thus, infrastructure …
An iterative approach for the optimization of pavement maintenance management at the network level
Pavement maintenance is one of the major issues of public agencies. Insufficient investment
or inefficient maintenance strategies lead to high economic expenses in the long term …
or inefficient maintenance strategies lead to high economic expenses in the long term …
Optimisation of maintenance strategy for rural road network using genetic algorithm
BS Mathew, KP Isaac - International Journal of Pavement …, 2014 - Taylor & Francis
The objective of this paper is to develop an optimised maintenance strategy for the rural
road network of Kerala state. This is accomplished with the development of a bi-objective …
road network of Kerala state. This is accomplished with the development of a bi-objective …