nrk009

Shortest Path Algos

Oct 24th, 2020 (edited)
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  1. Djikshtra
  2. // Single Source Shortest Path
  3. Time Complexity(NlogN + ElogN) == (ElogN)
  4. Space Complexity(N + M) = O(M)
  5.  
  6. //Doesn't Works for NEGATIVE EDGES
  7. Why -> https://stackoverflow.com/questions/13159337/why-doesnt-dijkstras-algorithm-work-for-negative-weight-edges
  8. //In case of Dense Graph Time Complexity O(N^2)
  9.  
  10. Bellmon Ford
  11. //N - 1 Iterations because Any shortest path cannot have more than N - 1 edges
  12.  
  13. // Single Source Shortest Path
  14. Time Complexity(N*M)
  15. Space Complexity O(M)
  16. //Works for NEGATIVE EDGES
  17. //But Not for NEGATIVE CYCLE
  18. //WE CAN DETECT THE NEGATIVE CYCLE AND PATH
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  20.  
  21. Floyd Warshall
  22. //Time Complexity O(N^3)
  23. Space Complexity O(N^2)
  24. //IDEA - We take every vertice as the intermediate vertices b/w every pair
  25. All Pair shortest path problem
  26. //Works for NEGATIVE EDGES
  27. //But Not for NEGATIVE CYCLE
  28. //WE CAN DETECT THE NEGATIVE CYCLE
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