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Finite-Choice Logic Programming

Talkat POPL 2025 · 2025-01-19..01-25
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Defines a new semantics that replaces negation with explicit choices, formalizes rules as functions from databases to choice sets, and proves a least-fixed-point semantics over choice sets that generalizes stable models and avoids unjustified reachability inferences. Presents a decision procedure and an algorithm that is proven correct, plus a web-accessible Dusa implementation in JavaScript that compares favorably to Clingo and can enumerate infinite solution spaces (stop‑and‑go example) without full grounding.

AI-written summary · about

  1. 0:00Finite-choice logic intro
  2. 2:45SAT and Datalog limits
  3. 3:49Finite-choice logic intro
  4. 5:12Encoding constraints
  5. 6:36Semantics of programs
  6. 8:00Choice sets and lattice
  7. 9:43Ordering in choice sets
  8. 11:52Comparison with answer set programming
  9. 13:15Infinite spaces handling
  10. 15:03Conclusion and future
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