Algorithms

In disropt, there are many implemented distributed optimization algorithms. Each algorithm is tailored for a specific distributed optimization set-up (see Tutorial).

Basic

• Consensus (standard and block wise, synchronous and asynchronous)

Cost-coupled set-up

• Distributed Subgradient (standard and block wise)

• Gradient Tracking

• Distributed Dual Decomposition

• Distributed ADMM

• ASYMM

Common cost set-up

• Constraints Consensus

• Set membership (synchronous and asynchronous)

Constraint-coupled set-up

• Distributed Dual Subgradient

• Distributed Primal Decomposition

Miscellaneous

• Logic AND (synchronous and asynchronous)