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# Lab for Automated Reasoning and Analysis LARA

# Homework 03

## Problem 1: NAND

Extend propositional formulas with NAND operator, denoted and defined by

Show that for each propositional formula there exists an equivalent formula that uses as the only operator.

## Problem 2: Satisfiability-Preserving Transformation to CNF

Your goal here is to prove key steps in transformation of a formula containing to equisatisfiable CNF formula. The key transformation steps that introduce fresh variables for formula subtrees can be summarized as follows:

Note that each introduced equivalence, such as, can generate several clauses. Suppose now that is in negation-normal form. Show that we can replace some of these equivalences with implications. Write the new transformation rules and prove that they produce equisatisfiable formulas.

## Problem 3: Equivalence Preserving Transformation to CNF

Prove that there is no polynomial-time algorithm for transforming a propositional formula into an equivalent formula in conjunctive normal form. You do not need to use any deep results of complexity theory.

Specifically, prove that there exists an infinite family of formulas such that for each , *every* algorithm that transforms to CNF needs exponential time. (Note that it is not enough to prove that one particular algorithm will take exponential time, you need to prove that every algorithm would need exponential time.)

## Problem 4: Verification Condition Generator using Symbolic Execution

Build a verification condition generator based on forward symbolic execution, extending Problem 4 from homework02 and using the description of Forward Symbolic Execution from lecture05.

You do not need to parse program text, you can simply generate test cases by writing syntax trees.

Your verification condition generator should work in the presence of loops, assuming that the program is annotated with loop invariants expressed as 'assert' statements written before the loop.

Connect your program to a theorem prover to prove the verification conditions. You can

- feed them into the formDecider.opt prover from the Jahob system or
- use SMT-LIB format and a prover such as CVC3