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Linear Algebraic Depth-First Search

Talkat ARRAY 2019 · on Saturday, 2019-06-22· [distributed-systems]
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Argues a concrete linear-algebra formulation for depth-first search that encodes the stack and frontier via row/column permutations on the adjacency matrix, maintains a three-region array (visited, partial, frontier), and applies the same permutation matrix left and right to advance state. Shows executable constructions for binary tree traversal, general graph traversal, and biconnected components, avoids duplicating stack entries, reports results as work-in-progress with plans to map to GraphBLAS/HPC kernels.

AI-written summary · about

  1. 0:00Intro
  2. 2:04Cross Representation
  3. 3:25Example
  4. 6:15Approach
  5. 8:18Permutations
  6. 9:14Permutation Matrix
  7. 12:35General Graphs
  8. 15:14Summary
  9. 15:45Looking Forward
  10. 16:32Questions
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