Modular Optimization Framework for Mixed Expensive and Inexpensive Real-World Problems.
Roy de WinterThomas BäckNiki van SteinPublished in: GECCO Companion (2024)
Keyphrases
- real world
- main contribution
- optimization problems
- wide range
- optimization algorithm
- conceptual framework
- synthetic data
- data sets
- optimization scheme
- problems involving
- mathematical programming
- benchmark problems
- lightweight
- np complete
- case study
- real time
- decision problems
- multi class
- artificial neural networks
- multi task
- constrained optimization
- neural network
- application scenarios
- convex relaxation
- large scale data sets
- optimization approaches