Efficient Algorithm for Solving CNF/DNF Logic Problem with 9 Input Literals

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SUMMARY

The discussion focuses on developing an efficient algorithm to evaluate a function f given its Conjunctive Normal Form (CNF) and Disjunctive Normal Form (DNF) representations, each containing clauses and terms with three literals. The challenge is to determine the output f(x) using only 9 specific input literals from x = x_1,...,x_n. The key insight is that examining a single literal in a CNF clause can indicate whether that clause is false, which can be cross-referenced with the corresponding literal in the DNF to ascertain the truth of the function.

PREREQUISITES
  • Understanding of Conjunctive Normal Form (CNF) and Disjunctive Normal Form (DNF)
  • Basic knowledge of logical functions and their representations
  • Familiarity with algorithms and their efficiency
  • Ability to manipulate logical expressions
NEXT STEPS
  • Research algorithms for evaluating CNF and DNF representations
  • Study the implications of using only a subset of literals in logical evaluations
  • Explore optimization techniques for logic function evaluations
  • Learn about truth tables and their applications in CNF and DNF contexts
USEFUL FOR

Students in computer science, mathematicians working with logic functions, and software developers focusing on algorithm optimization will benefit from this discussion.

DrAlexMV
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Homework Statement



There exists a function f. Assume that you are given f's CNF representation and f's DNF representation. The CNF representation has some number of clauses, and each clause has 3 literals. The DNF representation has some number of terms where each term has 3 literals. The CNF representation and the DNF representation correspond to the same function f. Now you are also given an input x = x_1,...,x_n. Give an algorithm for determining f(x) (either T or F) that only looks at 9 literals within x.


Homework Equations



Just the definition of CNF and DNF

The Attempt at a Solution



CNF is formatted such as: (A and B and C) or (D and E and F).
DNF is formatted such as: (A or B or C) and (D or E or F).

Somehow since you only need to look at one literal in a term of the CNF to know whether that term will be false, you can look also look at that same literal in the DNF to see if that term will be true in the DNF.

I am not sure what else to do.
 
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DrAlexMV said:

Homework Statement



There exists a function f. Assume that you are given f's CNF representation and f's DNF representation. The CNF representation has some number of clauses, and each clause has 3 literals. The DNF representation has some number of terms where each term has 3 literals. The CNF representation and the DNF representation correspond to the same function f. Now you are also given an input x = x_1,...,x_n. Give an algorithm for determining f(x) (either T or F) that only looks at 9 literals within x.


Homework Equations



Just the definition of CNF and DNF

The Attempt at a Solution



CNF is formatted such as: (A and B and C) or (D and E and F).
DNF is formatted such as: (A or B or C) and (D or E or F).

Somehow since you only need to look at one literal in a term of the CNF to know whether that term will be false, you can look also look at that same literal in the DNF to see if that term will be true in the DNF.

I am not sure what else to do.

What do CNF and DNF mean?
 
Disjunctive normal form and Conjunctive normal form
 

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