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Course contents

  • How to Use This Course
  • Reading Paths
  • Glossary
  • Metrics Reference
  • Formal Cheat Sheet
  • Formal Foundations19
  • Properties and SVA16
  • Property Development and Constraints19
  • Proof Engines and Convergence23
    • Model Checking in Plain Terms
    • Bounded and Unbounded Results
    • K-Induction in Depth
      • Base Case and Step
      • CTIs and Unreachable States
      • Strengthening with Helper Invariants
      • Simple Path and Invariant Discovery
    • IC3, PDR and Interpolation, Concept Level
    • Fairness, Lassos and Liveness-to-Safety
    • Proof Convergence Tactics
  • Formal Applications20
  • Equivalence Checking14
  • Formal Coverage and Signoff15
  • Methodology and Debug13
  • Interview Prep15
  • Capstone: A Chip-Block Verification Lab24
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←Proof Engines and Convergence
  1. Topics
  2. Formal Verification
  3. Proof Engines and Convergence
  4. K-Induction in Depth

Part 4 of 10Part 4 of 10/Proof Engines and ConvergenceAll levels

K-Induction in Depth

Base case and induction step to a shared depth, counterexamples to induction from unreachable states, and the helper invariants that close them.

  • 4topics
  • 4lessons

Bounded search asks about the first N steps from reset. Induction asks about every step, by splitting the question in two: the property holds for the first k states from reset, and any k consecutive states that follow the transition relation and satisfy it are followed by a state that satisfies it. A pass needs both halves to the same k. When the second half fails from a state reset can never reach, the trace is a counterexample to induction, and the cure is a helper invariant that excludes the unreachable region. The decade counter carries the whole topic: its never-15 property is true on every reachable state, and not inductive.

Lesson

After it you can...

Base Case and Step

State both obligations and refuse a base-only verdict.

CTIs and Unreachable States

Read a step failure and decide spurious or real.

Strengthening with Helper Invariants

Write the helper that makes a property inductive and prove the helper.

Simple Path and Invariant Discovery

Mine candidate invariants from traces and check them by proof.

Suggested order: top to bottom. The two obligations first, because everything else is commentary on the step. The step-failure reading second, because helpers are written against CTIs. Strengthening third, because it applies the reading. Discovery last, because mining only makes sense once you know what a good invariant looks like. The first-principles induction lesson is the prerequisite: this topic starts where its k equal to 1 helper leaves off.

Flowchart from the base case to the step, noting the step starts anywhere, asking whether the counterexample to induction comes from an unreachable state, and ending in the helper invariant that excludes it.
Base case and step with the unreachable region marked, ending in the helper that excludes it.
Check yourself Why does induction need the base case and the step at the same k?

The base covers the first k states from reset and the step covers every state after them: a shorter base leaves middle states covered by neither half. Reading the base half as a proof is the classic misread the first lesson demonstrates.

Expect to explain k-induction on a counter and to name the helper that closes it. The second and third lessons are that answer with measured depths.

Related topics

  • First Principles: Induction and Full Proofs

  • Formal: A Counterexample Always Wins

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See also

  • Model Checking in Plain Terms
  • Bounded and Unbounded Results
  • IC3, PDR and Interpolation, Concept Level