Convergence rate for distributed optimization methods: Novel bounds and distributed step size computation

Keyphrases

• Convergence Rate 100%
• Optimization Methods 100%
• Distributed Optimization 100%
• Wave Equation 33%
• Optimization Problem 33%
• Consensus-based 33%
• Equation-based 33%
• Consensus Algorithm 33%
• Underlying Network 33%
• Constant Step Size 33%
• Spectral Gap 33%
• Algorithm-3 33%
• Distributed Subgradient Method 33%
• Multi-agent Optimization 33%
• Optimization Accuracy 33%
• Asymptotic Optimization 33%
• Ground Truth Value 33%
• Instantaneous Error 33%

Computer Science

• Convergence Rate 100%
• Distributed Optimization 100%
• Optimization Problem 50%
• Objective Function 50%
• multi agent 50%
• Underlying Network 50%
• Speed Convergence 50%

Mathematics

• Convergence Rate 100%
• Step Size 100%
• Asymptotics 25%
• Minimizes 25%
• Objective Function 25%
• Wave Equation 25%
• Truth Value 25%
• Speed Convergence 25%
• Subgradient 25%