Stochastic Resource Optimization over Heterogeneous Graph Neural Networks for Failure-Predictive Maintenance Scheduling.
Zheyuan WangMatthew C. GombolayPublished in: ICAPS (2022)
Keyphrases
- neural network
- resource allocation
- resource constraints
- grid environment
- stochastic optimization
- preventive maintenance
- resource consumption
- scheduling problem
- artificial neural networks
- global optimization
- stochastic programming
- optimization problems
- fuzzy logic
- scheduling algorithm
- multiple objectives
- graph representation
- stochastic search
- directed graph
- round robin
- optimization algorithm
- random walk
- scarce resources
- vehicle routing
- graph theory
- optimal resource allocation
- graph structure
- optimization method
- structured data
- software maintenance
- graph mining
- multilayer perceptron
- series parallel
- bipartite graph
- hopfield neural network
- connected components
- combinatorial optimization
- fault diagnosis
- highly non linear
- multi objective
- pattern recognition