Examples

Here we report some examples that show how to use disropt. We divide the examples into two groups:

• Basic examples: to show how each algorithm should be used

• Complex examples: realistic application scenarios, e.g., to make comparative studies on different algorithms

Basic examples

We provide an example for each implemented distributed algorithm (see also the list of implemented algorithms).

• Consensus
• Logic AND
• Max Consensus
• Set Membership
• Distributed Subgradient
• Gradient Tracking
• Distributed Dual Decomposition
• Distributed ADMM
• ASYMM
• Constraints Consensus
• Distributed Simplex
• Distributed Simplex (dual problem)
• Distributed Dual Subgradient
• Distributed Primal Decomposition

Complex examples

We provide three complex examples on realistic applications, one for each optimization set-up (see also the tutorial introduction).

• Cost coupled: classification via Logistic Regression
• Common cost: classification via Support Vector Machine
• Constraint coupled: charging of Plug-in Electric Vehicles