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Dynamical Systems and Program Analysis

Talkat POPL 2021 · 2021-01-17..01-22
slides:none on file

Algorithmic verdicts: termination of deterministic linear-update loops is decidable over the reals and rationals and (recently) decidable over the integers for the universal problem; the corresponding initialized termination question reduces to the positivity problem for linear recurrences, decidable only up to small orders (order ≤5) and low-dimensional loops (≤4 variables, ≤8 if diagonalizable). Proofs mix real algebraic-geometry relaxations, Baker/subspace-theorem Diophantine bounds, and construct an explicit convex semi-algebraic invariant whose integer-point emptiness is decidable, while deeper cases hinge on number-theoretic obstacles like transcendence and Diophantine approximation and the critical ratio phenomenon.

AI-written summary · about

  1. 0:00Introduction
  2. 8:55The Termination Problem
  3. 20:31Linear Recurrences
  4. 27:46Bakers Theorem
  5. 31:53Positivity
  6. 38:14Nonlinear Extensions
  7. 40:48Positivity Problem
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