Machine learning aided optimization for balanced resource allocations in SDM-EONs.
Shrinivas PetaleSuresh SubramaniamPublished in: J. Opt. Commun. Netw. (2023)
Keyphrases
- machine learning
- resource allocation
- optimal resource allocation
- optimization problems
- machine learning algorithms
- optimization algorithm
- computer vision
- resource management
- global optimization
- machine learning approaches
- explanation based learning
- supervised learning
- data analysis
- machine learning and data mining
- text classification
- support vector machine
- computational biology
- optimization process
- inductive logic programming
- optimization model
- optimal allocation
- resource constraints
- optimization approaches
- web resources
- information retrieval
- data sets
- learning problems
- combinatorial optimization
- optimization method
- machine learning methods
- data mining
- learning systems
- computational intelligence
- text mining
- knowledge discovery
- natural language
- decision trees