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Found 3 papers, 3 papers with code
OMLT: Optimization & Machine Learning Toolkit
The optimization and machine learning toolkit (OMLT) is an open-source software package incorporating neural network and gradient-boosted tree surrogate models, which have been trained using machine learning, into larger optimization problems.
A Graph-Based Modeling Abstraction for Optimization: Concepts and Implementation in Plasmo.jl
We present a general graph-based modeling abstraction for optimization that we call an OptiGraph.
Optimization and Control
Graph-Based Modeling and Simulation of Complex Systems
We present graph-based modeling abstractions to represent cyber-physical dependencies arising in complex systems.
Optimization and Control
