Efficient Algorithms for Computation of Equilibrium/Transient Probability Distribution of Finite Markov Chains: Potential Lower Bound on Computational Complexity

EasyChair Preprint no. 490, version history

VersionDatePagesVersion notes
1September 8, 201810
2October 4, 201812

(1)  Complexity  Calculation  of  algorithm  is  updated   from  previous  version

(2)  Detailed   list  of   references  related  to  solving  linear  system  of  equations  is  given

3December 31, 201814

A  new  algorithm  is  added.  The  new  algorithm  is  computationally  more  efficient

4February 5, 201914

In  algorithm 2,  the  fact  that  divisions  are  more  expensive  than  multiplications  is  incorporated.  The  IMPROVE  ALGORITHM-2  with  lesser  computational  complexity  is  included

5March 8, 202012

(1)  Modifications  are  made  to  computational  complexity  calculations

(2)  SINGLE  efficient  algorithm  is  included

(3) Corrections  are  made  at  several  places

Keyphrases: efficient algorithms, equilibrium distribution, Lower Bound on Complexity, Markov chains, Transient distribution

BibTeX entry
BibTeX does not have the right entry for preprints. This is a hack for producing the correct reference:
@Booklet{EasyChair:490,
  author = {Rama Murthy Garimella},
  title = {Efficient  Algorithms  for  Computation  of  Equilibrium/Transient  Probability Distribution  of  Finite  Markov  Chains: Potential  Lower  Bound  on  Computational  Complexity},
  howpublished = {EasyChair Preprint no. 490},

  year = {EasyChair, 2020}}