Boolean differential calculus

Boolean differential calculus (BDC) (German: Boolescher Differentialkalkül (BDK)) is a subject field of Boolean algebra discussing changes of Boolean variables and Boolean functions.

The Boolean differential calculus allows various aspects of dynamical systems theory like

to be discussed in a united and closed form and their specific advantages to be combined.

History and applications

Originally inspired by the design and testing of switching circuits and the utilization of error-correcting codes in electrical engineering, the roots for the development of what later would evolve into the Boolean differential calculus were initiated by works of Irving S. Reed,[2] David E. Muller,[3] David A. Huffman,[4] Sheldon B. Akers, Jr.[5] and A. D. Talantsev (A. D. Talancev, А. Д. Таланцев)[6] between 1954 and 1959, and of Frederick F. Sellers, Jr.,[7][8] Mu-Yue Hsiao[7][8] and Leroy W. Bearnson[7][8] in 1968.

Since then, significant advances were accomplished in both, the theory and in the application of the BDC in switching circuit design and logic synthesis.

Works of André Thayse,[9][10][11][12][13] Marc Davio[10][11][12] and Jean-Pierre Deschamps[12] in the 1970s formed the basics of BDC on which Dieter Bochmann,[14] Christian Posthoff[14] and Bernd Steinbach[15] further developed BDC into a self-contained mathematical theory later on.

A complementary theory of Boolean integral calculus (German: Boolescher Integralkalkül) has been developed as well.[14][16]

BDC has also found uses in discrete event dynamic systems (DEDS)[17] in digital network communication protocols.

Meanwhile BDC has seen extensions to multi-valued variables and functions[14][18][19] as well as to lattices of Boolean functions.[20][21]

Overview

Boolean differential operators play a significant role in BDC. They allow the application of differentials as known from classical analysis to be extended to logical functions.

The differentials of a Boolean variable models the relation:

There are no constraints in regard to the nature, the causes and consequences of a change.

The differentials are binary. They can be used just like common binary variables.

See also

References

  1. ↑ Scheuring, Rainer; Wehlan, Herbert "Hans" (1991-12-01) [July 1991]. Bretthauer, Georg, ed. "Der Boolesche Differentialkalkül – eine Methode zur Analyse und Synthese von Petri-Netzen" [The Boolean differential calculus – A method for analysis and synthesis of Petri nets]. at – Automatisierungstechnik – Methoden und Anwendungen der Steuerungs-, Regelungs- und Informationstechnik (in German). Stuttgart, Germany: R. Oldenbourg Verlag. 39 (7): 226–233. doi:10.1524/auto.1991.39.112.226. ISSN 0178-2312. Archived from the original on 2017-10-16. Retrieved 2017-10-16. (8 pages)
  2. ↑ Reed, Irving Stoy (1954). "A Class of Multiple-Error-Correcting Codes and the Decoding Scheme". Transactions of the IRE Professional Group on Information Theory (PGIT). Institute of Radio Engineers (IRE). PGIT-4 (4): 38–49. (12 pages)
  3. ↑ Muller, David Eugene (1954). "Application of Boolean algebra to switching circuit design and to error detection". Transactions of the IRE Professional Group on Electronic Computers (PGEC). PGEC-3: 6–12. (7 pages)
  4. ↑ Huffman, David Albert (1958-01-15). "Solvability criterion for simultaneous logical equations". Quarterly Progress Report. Cambridge, MA, USA: MIT Research Laboratory of Electronics (48): 87–88. AD 156-161. (2 pages)
  5. ↑ Akers, Jr., Sheldon Buckingham (December 1959) [1957-09-27 (submission), 1959-05-28 (revision)]. "On a Theory of Boolean Functions". Journal of the Society for Industrial and Applied Mathematics. Society for Industrial and Applied Mathematics (SIAM). 7 (4): 487–498. doi:10.1137/0107041. ISSN 0368-4245. (12 pages)
  6. ↑ {{cite journal |author-first=А. Д. [A. D.] |author-last=Таланцев [Talantsev] |script-title=ru:б анализе и синтезе некоторых электрических схем при помощи специальных логических операторов |title=Ob analize i sinteze nekotorykh električeskikh skhem pri pomośći special'nykh logičeskikh operatorov |language=Russian |trans-title=Analysis and synthesis of certain electric circuits by means of special logical operators |journal=Автоматика и телемеханика (Avtomatika i telemekhanika) [Automation and Remote Control] |volume=20 |number=7 |date=1959 |orig-year=1958-11-01 (submission) |location=Moscow, Russia |pages=898–907 |id= Mi at12783 |url=http://www.mathnet.ru/php/archive.phtml?wshow=paper&jrnid=at&paperid=12783&option_lang=rus |access-date=2017-10-17 |dead-url=no |archive-url=https://web.archive.org/web/20171017090358/http://www.mathnet.ru/php/archive.phtml?wshow=paper&jrnid=at&paperid=12783&option_lang=rus |archive-date=2017-10-17 |quote=[…] Основное содержание статьи доложено на семинаре по техническим приложениям математической логики в МГУ 2/Х 1958 г. и 16/1 1959 […] Автор считает своим долгом выразить признательность В. А. Трапезникову, В. И. Шестакову и М. Л. Цетлину за интерес к работе и ценные замечания при обсуждении результатов. […] [[…] The main content of the article was presented at the technical application workshop on mathematical logic at the Moscow State University on 1958-10-02 and 1959-01-16 […] The author considers it his duty to express gratitude to V. A. Trapeznikov, V. I. Shestakov and M. L. Tsetlin for interest in the work and valuable comments in discussing the results.[…]]}} (10 pages)
  7. 1 2 3 Sellers, Jr., Frederick F.; Hsiao, Mu-Yue; Bearnson, Leroy W. (July 1968). "Analyzing Errors with the Boolean Difference". IEEE Transactions on Computers. C-17 (7): 676–683. doi:10.1109/TC.1968.227417. ISSN 0018-9340. (8 pages)
  8. 1 2 3 Sellers, Jr., Frederick F.; Hsiao, Mu-Yue; Bearnson, Leroy W. (November 1968). Error Detecting Logic for Digital Computers (1st ed.). New York, USA: McGraw-Hill Book Company. pp. 17–37. LCCN 68-16491. OCLC 439460. (21 of xviii+295 pages)
  9. ↑ Thayse, André (October 1970) [May 1970]. "Transient analysis of logical networks applied to hazard detection" (PDF). Philips Research Reports. Brussels, Belgium: Philips Research Laboratory, Manufacture Belge de Lampes et de Materiel Electronique (MBLE Research Laboratory). 25 (5): 261–336. R737. Retrieved 2017-10-17. […] The author is indebted to Dr M. Davio for his continuing interest and comments on this work. Thanks are also due to Mr C. Fosséprez who initially suggested the basic problem considered here. […] (76 pages)
  10. 1 2 Thayse, André (February 1971). "Boolean Differential Calculus" (PDF). Philips Research Reports. Brussels, Belgium: Philips Research Laboratory, Manufacture Belge de Lampes et de Materiel Electronique (MBLE Research Laboratory). 26 (2): 229–246. R764. Retrieved 2017-10-16. […] Abstract: After a brief outline of classical concepts relative to Boolean differential calculus, a theoretical study of various differential operators is undertaken. Application of these concepts to several important problems arising in switching practice is mentioned. […] Acknowledgement: The author is especially grateful to Dr M. Davio for his encouragement and support and for several ideas in the presentation. […] (18 pages)
  11. 1 2 Thayse, André; Davio, Marc (1973-04-01). Written at Philips Research Laboratory, Manufacture Belge de Lampes et de Materiel Electronique (MBLE Research Laboratory), Brussels, Belgium. "Boolean Differential Calculus and its Application to Switching Theory". IEEE Transactions on Computers. Washington, DC, USA: IEEE Computer Society. C-22 (4): 409–420. doi:10.1109/T-C.1973.223729. ISSN 0018-9340. Retrieved 2017-10-15. (12 pages)
  12. 1 2 3 Davio, Marc; Deschamps, Jean-Pierre; Thayse, André (1978-08-01). Written at St. Saphorin, Switzerland. Discrete and Switching Functions (1st ed.). New York, USA: Georgi Publishing Company / McGraw-Hill International Book Company. ISBN 0-07-015509-7. LCCN 77-030718. (xx+729 pages)
  13. ↑ Thayse, André (1981). Written at Philips Research Laboratory, Brussels, Belgium. Goos, Gerhard; Hartmanis, Juris, eds. Boolean Calculus of Differences. Lecture Notes in Computer Science. 101 (1st ed.). Berlin, Germany: Springer-Verlag. ISBN 3-540-10286-8. (144 pages)
  14. 1 2 3 4 Bochmann, Dieter; Posthoff, Christian (1981). Binäre dynamische Systeme [Binary dynamic systems] (in German) (1st ed.). Akademie-Verlag, Berlin / R. Oldenbourg Verlag, München. ISBN 3-486-25071-X. DNB-IDN 810757168, 810200317. License number: 202.100/408/81. Order code: 7623619 (6391). (397 pages) (NB. Per DNB-IDN 368893146 a Russian translation of this work was released in 1986.)
  15. ↑ Bochmann, Dieter; Steinbach, Bernd (1991). Logikentwurf mit XBOOLE – Algorithmen und Programme [Logic design with XBOOLE – Algorithms and programs] (in German) (1st ed.). Berlin, Germany: Verlag Technik. ISBN 3-341-01006-8. DNB-IDN 911196102. (303 pages + 5.25-inch floppy disk)
  16. ↑ Steinbach, Bernd; Posthoff, Christian (2013-07-01). Thornton, Mitchell A., ed. "Boolean Differential Equations". Synthesis Lectures on Digital Circuits and Systems. 8 (3) (1st ed.). San Rafael, CA, USA: Morgan & Claypool Publishers. doi:10.2200/S00511ED1V01Y201305DCS042. ISBN 978-1-62705-241-2. ISSN 1932-3166. Lecture #42. Retrieved 2017-10-15. (158 pages)
  17. ↑ Scheuring, Rainer; Wehlan, Herbert "Hans" (1991-09-01). Franke, Dieter; Kraus, Franta, eds. "On the Design of Discrete Event Dynamic Systems by Means of the Boolean Differential Calculus". First IFAC Symposium on Design Methods of Control Systems. Zürich, Switzerland: International Federation of Automatic Control (IFAC) / Pergamon Press. 2: 723–728. doi:10.1016/S1474-6670(17)54214-7. (6 pages)
  18. ↑ Ânuškevič [Yanushkevich], Svitlana N. [Svetlana N.] (1998). Logic Differential Calculus in Multi-Valued Logic Design. Journal Prace Naukowe Politechniki Szczecińskiej (PhD thesis) (1st ed.). Szczecin, Poland: Instytut Informatyki, Technical University of Szczecin. ISBN 978-8-387423-16-2. ISSN 1506-3054. ISBN 8-387423-16-5. (326 pages)
  19. ↑ Bochmann, Dieter (2008-09-01). Binary Systems - A BOOLEAN Book (1st ed.). Dresden, Germany: TUDpress Verlag der Wissenschaften. ISBN 978-3-940046-87-1. DNB-IDN 989771636. (421 pages) Translation of: Bochmann, Dieter (February 2006). Binäre Systeme - Ein BOOLEAN Buch [Binary systems - A Boolean book] (in German) (1st ed.). Hagen, Germany: LiLoLe-Verlag GmbH (Life-Long-Learning) / BoD GmbH. ISBN 3-934447-10-4. ISBN 978-3-934447-10-3. DNB-IDN 978899873. (452 pages)
  20. ↑ Steinbach, Bernd; Posthoff, Christian (2013). "Derivative Operations for Lattices of Boolean Functions" (PDF). Proceedings Reed-Muller Workshop 2013. Toyama, Japan: 110–119. Archived (PDF) from the original on 2017-10-21. Retrieved 2017-10-21. (10 pages)
  21. ↑ Steinbach, Bernd; Posthoff, Christian (2017-06-07). Thornton, Mitchell A., ed. "Boolean Differential Calculus". Synthesis Lectures on Digital Circuits and Systems. 12 (1) (1st ed.). San Rafael, CA, USA: Morgan & Claypool Publishers. doi:10.2200/S00766ED1V01Y201704DCS052. ISBN 978-1-62705-922-0. ISSN 1932-3166. Lecture #52. Retrieved 2017-10-15. (216 pages)

Further reading

  • Davio, Marc; Piret, Philippe M. (July 1969). "Les dérivées Booléennes et leur application au diagnostic" [Boolean derivatives and their application and diagnosis]. Philips Revue (in French). Brussels, Belgium: Philips Research Laboratory, Manufacture Belge de Lampes et de Materiel Electronique (MBLE Research Laboratory). 12 (3): 63–76. (14 pages)
  • Rudeanu, Sergiu (September 1974). Boolean Functions and Equations. North-Holland Publishing Company/American Elsevier Publishing Company. ISBN 0-44410520-4. ISBN 0-72042082-2. (462 pages)
  • Bochmann, Dieter (1977). "Boolean differential calculus (a survey)". Engineering Cybernetics. Institute of Electrical and Electronics Engineers (IEEE). 15 (5): 67–75. ISSN 0013-788X. (9 pages) Translation of: Bochmann, Dieter (1977). "[Boolean differential calculus (survey)]". Известия Академии наук СССР – Техническая кибернетика (Izvestii︠a︡ Akademii Nauk SSSR – Tekhnicheskai︠a︡ kibernetika) [Proceedings of the Academy of Sciences of the USSR – Engineering Cybernetics] (in Russian) (5): 125–133. (9 pages)
  • Kühnrich, Martin (1986) [1984-07-31 (submission)]. "Differentialoperatoren über Booleschen Algebren" [Differential operators on Boolean algebras]. Zeitschrift für mathematische Logik und Grundlagen der Mathematik (in German). Berlin, Germany (East). 32 (17–18): 271–288. doi:10.1002/malq.19860321703. #18. (18 pages)
  • Dresig, Frank (1992). Gruppierung – Theorie und Anwendung in der Logiksynthese [Grouping – Theory and application in logic synthesis]. Fortschritt-Berichte VDI. 9 (in German). 145. Düsseldorf, Germany: VDI-Verlag. ISBN 3-18-144509-6. DNB-IDN 940164671. (NB. Also: Chemnitz, Technische Universität, Dissertation.) (147 pages)
  • Scheuring, Rainer; Wehlan, Herbert "Hans" (1993). "Control of Discrete Event Systems by Means of the Boolean Differential Calculus". Written at Institut für Systemdynamik und Regelungstechnik (ISR), Universität Stuttgart, Stuttgart, Germany. In Balemi, Silvano; Kozák, Petr; Smedinga, Rein. Discrete Event Systems: Modeling and Control. Progress in Systems and Control Theory (PSCT). 13. Basel, Switzerland: Birkhäuser Verlag. pp. 79–93. Retrieved 2017-10-16. (15 pages)
  • Posthoff, Christian; Steinbach, Bernd (2004-02-04). Written at Freiberg, Germany. Logic Functions and Equations – Binary Models for Computer Science (1st ed.). Dordrecht, Netherlands: Springer Science + Business Media B. V. doi:10.1007/978-1-4020-2938-7. ISBN 1-4020-2937-3. OCLC 254106952. ISBN 978-1-4020-2937-0. Retrieved 2017-10-19. (392 pages)
  • Steinbach, Bernd; Posthoff, Christian (2009-02-12). Written at Freiberg, Germany. Logic Functions and Equations – Examples and Exercises (1st ed.). Dordrecht, Netherlands: Springer Science + Business Media B. V. doi:10.1007/978-1-4020-9595-5. ISBN 978-1-4020-9594-8. LCCN 2008941076. (xxii+232 pages) (NB. Per DNB-IDN 1010457748 this hardcover edition has been rereleased as softcover edition in 2010.)
  • Steinbach, Bernd; Posthoff, Christian (2010-06-01). "Boolean Differential Calculus – Theory and Applications". Journal of Computational and Theoretical Nanoscience. American Scientific Publishers. 7 (6): 933–981. doi:10.1166/jctn.2010.1441. ISSN 1546-1955. (49 pages)
  • Steinbach, Bernd; Posthoff, Christian. Chapter 3: Boolean Differential Calculus. In Sasao, Tsutomu; Butler, Jon T. (2010-01-15) [2009]. Thornton, Mitchell A., ed. "Progress in Applications of Boolean Functions". Synthesis Lectures on Digital Circuits and Systems. 4 (1) (1st ed.). San Rafael, CA, USA: Morgan & Claypool Publishers: 55–78, 121–126. doi:10.2200/S00243ED1V01Y200912DCS026. ISBN 978-1-60845-181-4. ISSN 1932-3166. Lecture #26. Retrieved 2017-10-15. (24 of 153 pages)
  • Wehlan, Herbert "Hans" (2010-12-06). Hazewinkel, Michiel, ed. "Boolean differential calculus". Encyclopedia of Mathematics. Springer Science+Business Media. ISBN 1-4020-0609-8. Archived from the original on 2017-10-16. Retrieved 2017-10-16.
  • Institut für Informatik (IfI) (2017). "XBOOLE". TU Bergakademie Freiberg. Archived from the original on 2017-10-31. Retrieved 2017-10-31. with "XBOOLE Monitor". 2008-07-23. Archived from the original on 2017-10-31. Retrieved 2017-10-31.
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