Blake canonical form

In Boolean logic, a formula for a Boolean function f is in Blake canonical form (BCF),[1] also called the complete sum of prime implicants,[2] the complete sum,[3] or the disjunctive prime form,[4] when it is a disjunction of all the prime implicants of f.[1]

Relation to other forms
Karnaugh map of AB + BC + AC, a sum of all prime implicants (each rendered in a different color). Deleting AC results in a minimal sum.

The Blake canonical form is a special case of disjunctive normal form.

The Blake canonical form is not necessarily minimal, however all the terms of a minimal sum are contained in the Blake canonical form.[3] On the other hand, the Blake canonical form is unique, whereas there can be multiple minimal forms. Selecting a minimal sum from a Blake canonical form amounts in general to solving the set cover problem,[5] so is NP-hard.[6][7]

History

Archie Blake presented his canonical form at a meeting of the American Mathematical Society in 1932,[8] and in his 1937 dissertation. He called it the "simplified canonical form";[9][10][11] it was named the "Blake canonical form" by Frank Markham Brown and Sergiu Rudeanu in 1986–1990.[12][1]

Methods for calculation

Blake discussed three methods for calculating the canonical form: exhaustion of implicants, iterated consensus, and multiplication. The iterated consensus method was rediscovered[1] by Edward W. Samson and Burton E. Mills,[13] Willard Quine,[14] and Kurt Bing.[15][16]

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See also

References
  1. Brown, Frank Markham (2012) [2003, 1990]. "Chapter 3: The Blake Canonical Form". Boolean Reasoning - The Logic of Boolean Equations (reissue of 2nd ed.). Mineola, New York: Dover Publications, Inc. pp. 4, 77ff, 81. ISBN 978-0-486-42785-0.
  2. Sasao, Tsutomu (1996). "Ternary Decision Diagrams and their Applications". In Sasao, Tsutomu; Fujita, Masahira (eds.). Representations of Discrete Functions. p. 278. doi:10.1007/978-1-4613-1385-4_12. ISBN 978-0792397205.
  3. Kandel, Abraham (1998). Foundations of Digital Logic Design. p. 177. ISBN 978-9-81023110-1.
  4. Knuth, Donald Ervin (2011). Combinatorial Algorithms, Part 1. The Art of Computer Programming. 4A. p. 54.
  5. Feldman, Vitaly (2009). "Hardness of Approximate Two-Level Logic Minimization and PAC Learning with Membership Queries". Journal of Computer and System Sciences. 75: 13–25 (13–14). doi:10.1016/j.jcss.2008.07.007.
  6. Gimpel, James F. (1965). "A Method for Producing a Boolean Function Having an Arbitrary Prescribed Prime Implicant Table". IEEE Transactions on Computers. 14: 485–488.
  7. Paul, Wolfgang Jakob (1974). "Boolesche Minimalpolynome und Überdeckungsprobleme". Acta Informatica (in German). 4 (4): 321–336. doi:10.1007/BF00289615.
  8. Blake, Archie (November 1932). "Canonical expressions in Boolean algebra". Bulletin of the American Mathematical Society. Abstracts of Papers: 805.
  9. Blake, Archie (1937). Canonical expressions in Boolean algebra (Dissertation). Department of Mathematics, University of Chicago: University of Chicago Libraries.
  10. Blake, Archie (September 1938). "Corrections to Canonical Expressions in Boolean Algebra". The Journal of Symbolic Logic. 3 (3): 112–113.
  11. McKinsey, John Charles Chenoweth, ed. (June 1938). "Blake, Archie. Canonical expressions in Boolean algebra, Department of Mathematics, University of Chicago, 1937". The Journal of Symbolic Logic (Review). 3 (2:93): 93. doi:10.2307/2267634. JSTOR 2267634.
  12. Brown, Frank Markham; Rudeanu, Sergiu (1986), A Functional Approach to the Theory of Prime Implicants, Publication de l'institut mathématique, Nouvelle série, 40, pp. 23–32
  13. Samson, Edward Walter; Mills, Burton E. (April 1954). Circuit Minimization: Algebra and Algorithms for New Boolean Canonical Expressions (Technical Report). Bedford, Massachusetts, USA: Air Force Cambridge Research Center. AFCRC TR 54-21.
  14. Quine, Willard Van Orman (November 1955). "A Way to Simplify Truth Functions". The American Mathematical Monthly. 62 (9): 627–631. doi:10.2307/2307285. hdl:10338.dmlcz/142789. JSTOR 2307285.
  15. Bing, Kurt (1955). "On simplifying propositional formulas". Bulletin of the American Mathematical Society. 61: 560.
  16. Bing, Kurt (1956). "On simplifying truth-functional formulas". The Journal of Symbolic Logic. 21: 253–254.
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