Algorithms

• Consensus
  • Consensus
  • AsynchronousConsensus
  • BlockConsensus
  • PushSumConsensus
• (Sub)gradient algorithms
  • Distributed projected (Sub)gradient Method
  • Randomized Block (Sub)gradient Method
  • Distributed Gradient Tracking
  • Distributed Gradient Tracking (over directed, unbalanced graphs)
• Dual and Primal/Dual
  • Distributed dual decomposition
  • Distributed ADMM
  • Distributed dual subgradient method
  • Distributed Primal Decomposition
  • Distributed Primal Decomposition for MILPs
  • ASYMM (beta)
• Set membership algorithms
  • Distributed Set Membership
  • Asynchronous Distributed Set Membership
• Constraint Exchange
  • Constraints Consensus
  • Distributed Simplex
  • Dual Distributed Simplex
• Miscellaneous
  • Distributed Logic-And
  • Asynchronous Distributed Logic-And
  • Distributed Max-Consensus

Algorithm

class disropt.algorithms.Algorithm(agent, enable_log=False, **kwargs)

Bases: object

Algorithm abstract class

Parameters

• agent (Agent) – agent to execute the algorithm

• enable_log (bool) – True for enabling log

agent

agent to execute the algorithm

Type

Agent

sequence

sequence of data generated by the algorithm

Type

numpy.ndarray

enable_log

True for enabling log

Type

bool

get_result()

Return the value of the solution

run()

Run the algorithm