Shivangi-Dubey-Sharma / Optimized-Gradient-Tracking

Optimized-Gradient-Tracking

S.No. File Name Comments

1.  MH_algo_comm_mat	          Generate the network nodes according to DISTRIBUTED METROPOLIS–HASTINGS ALGORITHM.
   

2.  fsblty_of_algo	            Provides the matrix P, rho and λ for which the SDP (25) is feasible.
   

3.  hyp_prmtr_tng	              Hyper parameter tuning of GGT algorithms (Figure 1). For example DEXTRA and DGT 
   

4.  trgt_trckng_dataGen	        Generates the data of target tracking example present in the paper
   

5.  target_tracking_regret_all	Generates the figure 2 and figure 3 of the paper
   

6.  network.mat	                Contains the generated network variables of considered problem.
   

7.  problem.mat	                Contains the problem parameters of target tracking problem
   

8.  Tuned_hyp_par.mat	          Contains the tuned hyper-parameters of all the special cases of GGT (Table II) for considered network and problem.
   

9.  fsblty_of_algo_bysopt	      Provides the matrix P, rho and λ for which the SDP (25) is feasible and used in hyper-parameter tuning of oGGT
   

10. oGGT_paramtr	              Provides the hyper-parameters  of oGGT (Figure 1) 
    

11. GGT	                        GGT algorithm