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Exclusive or

Exclusive or, exclusive disjunction, exclusive alternation, logical non-equivalence, or logical inequality is a logical operator whose negation is the logical biconditional. With two inputs, XOR is true if and only if the inputs differ (one is true, one is false). With multiple inputs, XOR is true if and only if the number of true inputs is odd.[1]

Exclusive or
XOR
Truth table
Logic gate
Normal forms
Disjunctive
Conjunctive
Zhegalkin polynomial
Post's lattices
0-preservingyes
1-preservingno
Monotoneno
Affineyes
Venn diagram of

It gains the name "exclusive or" because the meaning of "or" is ambiguous when both operands are true. XOR excludes that case. Some informal ways of describing XOR are "one or the other but not both", "either one or the other", and "A or B, but not A and B".

It is symbolized by the prefix operator [2]: 16  and by the infix operators XOR (/ˌɛks ˈɔːr/, /ˌɛks ˈɔː/, /ˈksɔːr/ or /ˈksɔː/), EOR, EXOR, , , , , , , and .

Definition edit

 
Each row of this binary Walsh matrix is the truth table of the variadic XOR of the arguments shown on the left. E.g. row AB corresponds to the 2-circle, and row ABC to the 3-circle Venn diagram shown above. (As in the Venn diagrams, white is false, and red is true.)

The truth table of   shows that it outputs true whenever the inputs differ:

   
FFF
FTT
TFT
TTF

Equivalences, elimination, and introduction edit

Exclusive disjunction essentially means 'either one, but not both nor none'. In other words, the statement is true if and only if one is true and the other is false. For example, if two horses are racing, then one of the two will win the race, but not both of them. The exclusive disjunction  , also denoted by   or  , can be expressed in terms of the logical conjunction ("logical and",  ), the disjunction ("logical or",  ), and the negation ( ) as follows:

 

The exclusive disjunction   can also be expressed in the following way:

 

This representation of XOR may be found useful when constructing a circuit or network, because it has only one   operation and small number of   and   operations. A proof of this identity is given below:

 

It is sometimes useful to write   in the following way:

 

or:

 

This equivalence can be established by applying De Morgan's laws twice to the fourth line of the above proof.

The exclusive or is also equivalent to the negation of a logical biconditional, by the rules of material implication (a material conditional is equivalent to the disjunction of the negation of its antecedent and its consequence) and material equivalence.

In summary, we have, in mathematical and in engineering notation:

 

Negation of the operator edit

The spirit of De Morgan's laws can be applied, we have:

 

Relation to modern algebra edit

Although the operators   (conjunction) and   (disjunction) are very useful in logic systems, they fail a more generalizable structure in the following way:

The systems   and   are monoids, but neither is a group. This unfortunately prevents the combination of these two systems into larger structures, such as a mathematical ring.

However, the system using exclusive or   is an abelian group. The combination of operators   and   over elements   produce the well-known two-element field  . This field can represent any logic obtainable with the system   and has the added benefit of the arsenal of algebraic analysis tools for fields.

More specifically, if one associates   with 0 and   with 1, one can interpret the logical "AND" operation as multiplication on   and the "XOR" operation as addition on  :

 

The description of a Boolean function as a polynomial in  , using this basis, is called the function's algebraic normal form.[3]

Exclusive or in natural language edit

Disjunction is often understood exclusively in natural languages. In English, the disjunctive word "or" is often understood exclusively, particularly when used with the particle "either". The English example below would normally be understood in conversation as implying that Mary is not both a singer and a poet.[4][5]

1. Mary is a singer or a poet.

However, disjunction can also be understood inclusively, even in combination with "either". For instance, the first example below shows that "either" can be felicitously used in combination with an outright statement that both disjuncts are true. The second example shows that the exclusive inference vanishes away under downward entailing contexts. If disjunction were understood as exclusive in this example, it would leave open the possibility that some people ate both rice and beans.[4]

2. Mary is either a singer or a poet or both.
3. Nobody ate either rice or beans.

Examples such as the above have motivated analyses of the exclusivity inference as pragmatic conversational implicatures calculated on the basis of an inclusive semantics. Implicatures are typically cancellable and do not arise in downward entailing contexts if their calculation depends on the Maxim of Quantity. However, some researchers have treated exclusivity as a bona fide semantic entailment and proposed nonclassical logics which would validate it.[4]

This behavior of English "or" is also found in other languages. However, many languages have disjunctive constructions which are robustly exclusive such as French soit... soit.[4]

Alternative symbols edit

The symbol used for exclusive disjunction varies from one field of application to the next, and even depends on the properties being emphasized in a given context of discussion. In addition to the abbreviation "XOR", any of the following symbols may also be seen:

  •   was used by George Boole in 1847.[6] Although Boole used   mainly on classes, he also considered the case that   are propositions in  , and at the time   is a connective. Furthermore, Boole used it exclusively. Although such use does not show the relationship between inclusive disjunction (for which   is almost fixedly used nowadays) and exclusive disjunction, and may also bring about confusions with its other uses, some classical and modern textbooks still keep such use.[7][8]
  •   was used by Christine Ladd-Franklin in 1883.[9] Strictly speaking, Ladd used   to express "  is-not  " or "No   is  ", i.e., used   as exclusions, while implicitly   has the meaning of exclusive disjunction since the article is titled as "On the Algebra of Logic".
  •  , denoting the negation of equivalence, was used by Ernst Schröder in 1890,[10]: 307  Although the usage of   as equivalence could be dated back to George Boole in 1847,[6] during the 40 years after Boole, his followers, such as Charles Sanders Peirce, Hugh MacColl, Giuseppe Peano and so on, did not use   as non-equivalence literally which is possibly because it could be defined from negation and equivalence easily.
  •   was used by Giuseppe Peano in 1894: " . The sign   corresponds to Latin aut; the sign   to vel."[11]: 10  Note that the Latin word "aut" means "exclusive or" and "vel" means "inclusive or", and that Peano use   as inclusive disjunction.
  •   was used by Izrail Solomonovich Gradshtein (Израиль Соломонович Градштейн) in 1936.[12]: 76 
  •   was used by Claude Shannon in 1938.[13] Shannon borrowed the symbol as exclusive disjunction from Edward Vermilye Huntington in 1904.[14] Huntington borrowed the symbol from Gottfried Wilhelm Leibniz in 1890 (the original date is not definitely known, but almost certainly it is written after 1685; and 1890 is the publishing time).[15] While both Huntington in 1904 and Leibniz in 1890 used the symbol as an algebraic operation. Furthermore, Huntington in 1904 used the symbol as inclusive disjunction (logical sum) too, and in 1933 used   as inclusive disjunction.[16]
  •  , also denoting the negation of equivalence, was used by Alonzo Church in 1944.[17]
  •   (as a prefix operator,  ) was used by Józef Maria Bocheński in 1949.[2]: 16  Somebody[18] may mistake that it is Jan Łukasiewicz who is the first to use   for exclusive disjunction (it seems that the mistake spreads widely), while neither in 1929[19] nor in other works did Łukasiewicz make such use. In fact, in 1949 Bocheński introduced a system of Polish notation that names all 16 binary connectives of classical logic which is a compatible extension of the notation of Łukasiewicz in 1929, and in which   for exclusive disjunction appeared at the first time. Bocheński's usage of   as exclusive disjunction has no relationship with the Polish "alternatywa rozłączna" of "exclusive or" and is an accident for which see the table on page 16 of the book in 1949.
  • ^, the caret, has been used in several programming languages to denote the bitwise exclusive or operator, beginning with C[20] and also including C++, C#, D, Java, Perl, Ruby, PHP and Python.
  • The symmetric difference of two sets   and  , which may be interpreted as their elementwise exclusive or, has variously been denoted as  ,  , or  .[21]

Properties edit

Commutativity: yes
             
             
Associativity: yes
                     
                                 
Distributivity:
The exclusive or does not distribute over any binary function (not even itself), but logical conjunction distributes over exclusive or.   (Conjunction and exclusive or form the multiplication and addition operations of a field GF(2), and as in any field they obey the distributive law.)
Idempotency: no
                             
                             
Monotonicity: no
                 
                             
Truth-preserving: no
When all inputs are true, the output is not true.
             
             
Falsehood-preserving: yes
When all inputs are false, the output is false.
             
             
Walsh spectrum: (2,0,0,−2)
Non-linearity: 0
The function is linear.
Involution:
Exclusive or with one specified input, as a function of the other input, is an involution or self-inverse function; applying it twice leaves the variable input unchanged.
                 
                 

If using binary values for true (1) and false (0), then exclusive or works exactly like addition modulo 2.

Computer science edit

 
Traditional symbolic representation of an XOR logic gate

Bitwise operation edit

 
Nimber addition is the exclusive or of nonnegative integers in binary representation. This is also the vector addition in  .

Exclusive disjunction is often used for bitwise operations. Examples:

  • 1 XOR 1 = 0
  • 1 XOR 0 = 1
  • 0 XOR 1 = 1
  • 0 XOR 0 = 0
  • 11102 XOR 10012 = 01112 (this is equivalent to addition without carry)

As noted above, since exclusive disjunction is identical to addition modulo 2, the bitwise exclusive disjunction of two n-bit strings is identical to the standard vector of addition in the vector space  .

In computer science, exclusive disjunction has several uses:

  • It tells whether two bits are unequal.
  • It is an optional bit-flipper (the deciding input chooses whether to invert the data input).
  • It tells whether there is an odd number of 1 bits (  is true if and only if an odd number of the variables are true), which is equal to the parity bit returned by a parity function.

In logical circuits, a simple adder can be made with an XOR gate to add the numbers, and a series of AND, OR and NOT gates to create the carry output.

On some computer architectures, it is more efficient to store a zero in a register by XOR-ing the register with itself (bits XOR-ed with themselves are always zero) than to load and store the value zero.

In cryptography, XOR is sometimes used as a simple, self-inverse mixing function, such as in one-time pad or Feistel network systems.[citation needed] XOR is also heavily used in block ciphers such as AES (Rijndael) or Serpent and in block cipher implementation (CBC, CFB, OFB or CTR).

In simple threshold-activated artificial neural networks, modeling the XOR function requires a second layer because XOR is not a linearly separable function.

Similarly, XOR can be used in generating entropy pools for hardware random number generators. The XOR operation preserves randomness, meaning that a random bit XORed with a non-random bit will result in a random bit. Multiple sources of potentially random data can be combined using XOR, and the unpredictability of the output is guaranteed to be at least as good as the best individual source.[22]

XOR is used in RAID 3–6 for creating parity information. For example, RAID can "back up" bytes 100111002 and 011011002 from two (or more) hard drives by XORing the just mentioned bytes, resulting in (111100002) and writing it to another drive. Under this method, if any one of the three hard drives are lost, the lost byte can be re-created by XORing bytes from the remaining drives. For instance, if the drive containing 011011002 is lost, 100111002 and 111100002 can be XORed to recover the lost byte.[23]

XOR is also used to detect an overflow in the result of a signed binary arithmetic operation. If the leftmost retained bit of the result is not the same as the infinite number of digits to the left, then that means overflow occurred. XORing those two bits will give a "1" if there is an overflow.

XOR can be used to swap two numeric variables in computers, using the XOR swap algorithm; however this is regarded as more of a curiosity and not encouraged in practice.

XOR linked lists leverage XOR properties in order to save space to represent doubly linked list data structures.

In computer graphics, XOR-based drawing methods are often used to manage such items as bounding boxes and cursors on systems without alpha channels or overlay planes.

Encodings edit

It is also called "not left-right arrow" (\nleftrightarrow) in LaTeX-based markdown ( ). Apart from the ASCII codes, the operator is encoded at U+22BB XOR (⊻) and U+2295 CIRCLED PLUS (⊕, ⊕), both in block mathematical operators.

See also edit

Notes edit

  1. ^ Germundsson, Roger; Weisstein, Eric. "XOR". MathWorld. Wolfram Research. Retrieved 17 June 2015.
  2. ^ a b Bocheński, J. M. (1949). Précis de logique mathématique (PDF) (in French). The Netherlands: F. G. Kroonder, Bussum, Pays-Bas. Translated as Bocheński, J. M. (1959). A Precis of Mathematical Logic. Translated by Bird, O. Dordrecht, Holland: D. Reidel Publishing Company. doi:10.1007/978-94-017-0592-9. ISBN 978-90-481-8329-6.
  3. ^ Joux, Antoine (2009). "9.2: Algebraic normal forms of Boolean functions". Algorithmic Cryptanalysis. CRC Press. pp. 285–286. ISBN 9781420070033.
  4. ^ a b c d Aloni, Maria (2016). "Disjunction". In Zalta, Edward N. (ed.). The Stanford Encyclopedia of Philosophy (Winter 2016 ed.). Metaphysics Research Lab, Stanford University. Retrieved 2020-09-03.
  5. ^ Jennings quotes numerous authors saying that the word "or" has an exclusive sense. See Chapter 3, "The First Myth of 'Or'":
    Jennings, R. E. (1994). The Genealogy of Disjunction. New York: Oxford University Press.
  6. ^ a b Boole, G. (1847). The Mathematical Analysis of Logic, Being an Essay Towards a Calculus of Deductive Reasoning. Cambridge/London: Macmillan, Barclay, & Macmillan/George Bell. p. 17.
  7. ^ Enderton, H. (2001) [1972]. A Mathematical Introduction to Logic (2 ed.). San Diego, New York, Boston, London, Toronto, Sydney and Tokyo: A Harcourt Science and Technology Company. p. 51.
  8. ^ Rautenberg, W. (2010) [2006]. A Concise Introduction to Mathematical Logic (3 ed.). New York, Dordrecht, Heidelberg and London: Springer. p. 3.
  9. ^ Ladd, Christine (1883). "On the Algebra of Logic". In Peirce, C. S. (ed.). Studies in Logic by Members of the Johns Hopkins University. Boston: Little, Brown & Company. pp. 17–71.
  10. ^ Schröder, E. (1890). Vorlesungen über die Algebra der Logik (Exakte Logik), Erster Band (in German). Leipzig: Druck und Verlag B. G. Teubner. Reprinted by Thoemmes Press in 2000.
  11. ^ Peano, G. (1894). Notations de logique mathématique. Introduction au formulaire de mathématique. Turin: Fratelli Boccna. Reprinted in Peano, G. (1958). Opere Scelte, Volume II. Roma: Edizioni Cremonese. pp. 123–176.
  12. ^ ГРАДШТЕЙН, И. С. (1959) [1936]. ПРЯМАЯ И ОБРАТНАЯ ТЕОРЕМЫ: ЭЛЕМЕНТЫ АЛГЕБРЫ ЛОГИКИ (in Russian) (3 ed.). МОСКВА: ГОСУДАРСТВЕННОЕ ИЗДАТЕЛЬСТВО ФИЗИКа-МАТЕМАТИЧЕСКОЙ ЛИТЕРАТУРЫ. Translated as Gradshtein, I. S. (1963). Direct and Converse Theorems: The Elements of Symbolic Logic. Translated by Boddington, T. Oxford, London, New York and Paris: Pergamon Press.
  13. ^ Shannon, C. E. (1938). "A Symbolic Analysis of Relay and Switching Circuits" (PDF). Transactions of the American Institute of Electrical Engineers. 57 (12): 713–723. doi:10.1109/T-AIEE.1938.5057767. hdl:1721.1/11173. S2CID 51638483.
  14. ^ Huntington, E. V. (1904). "Sets of Independent Postulates for the Algebra of Logic". Transactions of the American Mathematical Society. 5 (3): 288–309. doi:10.1090/S0002-9947-1904-1500675-4.
  15. ^ Leibniz, G. W. (1890) [16??/17??]. Gerhardt, C. I. (ed.). Die philosophischen Schriften, Siebter Band (in German). Berlin: Weidmann. p. 237. Retrieved 7 July 2023.
  16. ^ Huntington, E. V. (1933). "New Sets of Independent Postulates for the Algebra of Logic, With Special Reference to Whitehead and Russell's Principia Mathematica". Transactions of the American Mathematical Society. 35 (1): 274–304.
  17. ^ Church, A. (1996) [1944]. Introduction to Mathematical Logic. New Jersey: Princeton University Press. p. 37.
  18. ^ Craig, Edward (1998). Routledge Encyclopedia of Philosophy, Volume 8. Taylor & Francis. p. 496. ISBN 978-0-41507310-3.
  19. ^ Łukasiewicz, Jan (1929). Elementy logiki matematycznej [Elements of Mathematical Logic] (in Polish) (1 ed.). Warsaw, Poland: Państwowe Wydawnictwo Naukowe.
  20. ^ Kernighan, Brian W.; Ritchie, Dennis M. (1978). "2.9: Bitwise logical operators". The C Programming Language. Prentice-Hall. pp. 44–46.
  21. ^ Weisstein, Eric W. "Symmetric Difference". MathWorld.
  22. ^ Davies, Robert B (28 February 2002). "Exclusive OR (XOR) and hardware random number generators" (PDF). Retrieved 28 August 2013.
  23. ^ Nobel, Rickard (26 July 2011). "How RAID 5 actually works". Retrieved 23 March 2017.

External links edit

  • All About XOR
  • Proofs of XOR properties and applications of XOR, CS103: Mathematical Foundations of Computing, Stanford University

exclusive, redirects, here, logic, gate, gate, other, uses, disambiguation, this, article, needs, additional, citations, verification, please, help, improve, this, article, adding, citations, reliable, sources, unsourced, material, challenged, removed, find, s. XOR redirects here For the logic gate see XOR gate For other uses see XOR disambiguation This article needs additional citations for verification Please help improve this article by adding citations to reliable sources Unsourced material may be challenged and removed Find sources Exclusive or news newspapers books scholar JSTOR May 2013 Learn how and when to remove this template message Exclusive or exclusive disjunction exclusive alternation logical non equivalence or logical inequality is a logical operator whose negation is the logical biconditional With two inputs XOR is true if and only if the inputs differ one is true one is false With multiple inputs XOR is true if and only if the number of true inputs is odd 1 Exclusive orXORTruth table 0110 displaystyle 0110 Logic gateNormal formsDisjunctivex y x y displaystyle overline x cdot y x cdot overline y Conjunctive x y x y displaystyle overline x overline y cdot x y Zhegalkin polynomialx y displaystyle x oplus y Post s lattices0 preservingyes1 preservingnoMonotonenoAffineyesvteVenn diagram of A B C displaystyle A oplus B oplus C It gains the name exclusive or because the meaning of or is ambiguous when both operands are true XOR excludes that case Some informal ways of describing XOR are one or the other but not both either one or the other and A or B but not A and B It is symbolized by the prefix operator J displaystyle J 2 16 and by the infix operators XOR ˌ ɛ k s ˈ ɔː r ˌ ɛ k s ˈ ɔː ˈ k s ɔː r or ˈ k s ɔː EOR EXOR displaystyle dot vee displaystyle overline vee displaystyle underline vee displaystyle oplus displaystyle nleftrightarrow and displaystyle not equiv Contents 1 Definition 2 Equivalences elimination and introduction 3 Negation of the operator 4 Relation to modern algebra 5 Exclusive or in natural language 6 Alternative symbols 7 Properties 8 Computer science 8 1 Bitwise operation 9 Encodings 10 See also 11 Notes 12 External linksDefinition edit nbsp Each row of this binary Walsh matrix is the truth table of the variadic XOR of the arguments shown on the left E g row AB corresponds to the 2 circle and row ABC to the 3 circle Venn diagram shown above As in the Venn diagrams white is false and red is true The truth table of A B displaystyle A oplus B nbsp shows that it outputs true whenever the inputs differ A displaystyle A nbsp B displaystyle B nbsp A B displaystyle A oplus B nbsp FFFFTTTFTTTFEquivalences elimination and introduction editExclusive disjunction essentially means either one but not both nor none In other words the statement is true if and only if one is true and the other is false For example if two horses are racing then one of the two will win the race but not both of them The exclusive disjunction p q displaystyle p nleftrightarrow q nbsp also denoted by p q displaystyle p operatorname q nbsp or Jpq displaystyle Jpq nbsp can be expressed in terms of the logical conjunction logical and displaystyle wedge nbsp the disjunction logical or displaystyle lor nbsp and the negation displaystyle lnot nbsp as follows p q p q p q displaystyle begin matrix p nleftrightarrow q amp amp p lor q land lnot p land q end matrix nbsp The exclusive disjunction p q displaystyle p nleftrightarrow q nbsp can also be expressed in the following way p q p q p q displaystyle begin matrix p nleftrightarrow q amp amp p land lnot q lor lnot p land q end matrix nbsp This representation of XOR may be found useful when constructing a circuit or network because it has only one displaystyle lnot nbsp operation and small number of displaystyle wedge nbsp and displaystyle lor nbsp operations A proof of this identity is given below p q p q p q p q p p q q p p q p p q q q p q p q p q p q displaystyle begin matrix p nleftrightarrow q amp amp p land lnot q amp lor amp lnot p land q 3pt amp amp p land lnot q lor lnot p amp land amp p land lnot q lor q 3pt amp amp p lor lnot p land lnot q lor lnot p amp land amp p lor q land lnot q lor q 3pt amp amp lnot p lor lnot q amp land amp p lor q 3pt amp amp lnot p land q amp land amp p lor q end matrix nbsp It is sometimes useful to write p q displaystyle p nleftrightarrow q nbsp in the following way p q p q p q displaystyle begin matrix p nleftrightarrow q amp amp lnot p land q lor lnot p land lnot q end matrix nbsp or p q p q p q displaystyle begin matrix p nleftrightarrow q amp amp p lor q land lnot p lor lnot q end matrix nbsp This equivalence can be established by applying De Morgan s laws twice to the fourth line of the above proof The exclusive or is also equivalent to the negation of a logical biconditional by the rules of material implication a material conditional is equivalent to the disjunction of the negation of its antecedent and its consequence and material equivalence In summary we have in mathematical and in engineering notation p q p q p q pq p q p q p q p q p q p q p q p q pq displaystyle begin matrix p nleftrightarrow q amp amp p land lnot q amp lor amp lnot p land q amp amp p overline q overline p q 3pt amp amp p lor q amp land amp lnot p lor lnot q amp amp p q overline p overline q 3pt amp amp p lor q amp land amp lnot p land q amp amp p q overline pq end matrix nbsp Negation of the operator editThe spirit of De Morgan s laws can be applied we have p q p q p q displaystyle lnot p nleftrightarrow q Leftrightarrow lnot p nleftrightarrow q Leftrightarrow p nleftrightarrow lnot q nbsp Relation to modern algebra editAlthough the operators displaystyle wedge nbsp conjunction and displaystyle lor nbsp disjunction are very useful in logic systems they fail a more generalizable structure in the following way The systems T F displaystyle T F wedge nbsp and T F displaystyle T F lor nbsp are monoids but neither is a group This unfortunately prevents the combination of these two systems into larger structures such as a mathematical ring However the system using exclusive or T F displaystyle T F oplus nbsp is an abelian group The combination of operators displaystyle wedge nbsp and displaystyle oplus nbsp over elements T F displaystyle T F nbsp produce the well known two element field F2 displaystyle mathbb F 2 nbsp This field can represent any logic obtainable with the system displaystyle land lor nbsp and has the added benefit of the arsenal of algebraic analysis tools for fields More specifically if one associates F displaystyle F nbsp with 0 and T displaystyle T nbsp with 1 one can interpret the logical AND operation as multiplication on F2 displaystyle mathbb F 2 nbsp and the XOR operation as addition on F2 displaystyle mathbb F 2 nbsp r p q r p q mod2 r p q r p q mod2 displaystyle begin matrix r p land q amp Leftrightarrow amp r p cdot q pmod 2 3pt r p oplus q amp Leftrightarrow amp r p q pmod 2 end matrix nbsp The description of a Boolean function as a polynomial in F2 displaystyle mathbb F 2 nbsp using this basis is called the function s algebraic normal form 3 Exclusive or in natural language editDisjunction is often understood exclusively in natural languages In English the disjunctive word or is often understood exclusively particularly when used with the particle either The English example below would normally be understood in conversation as implying that Mary is not both a singer and a poet 4 5 1 Mary is a singer or a poet However disjunction can also be understood inclusively even in combination with either For instance the first example below shows that either can be felicitously used in combination with an outright statement that both disjuncts are true The second example shows that the exclusive inference vanishes away under downward entailing contexts If disjunction were understood as exclusive in this example it would leave open the possibility that some people ate both rice and beans 4 2 Mary is either a singer or a poet or both 3 Nobody ate either rice or beans Examples such as the above have motivated analyses of the exclusivity inference as pragmatic conversational implicatures calculated on the basis of an inclusive semantics Implicatures are typically cancellable and do not arise in downward entailing contexts if their calculation depends on the Maxim of Quantity However some researchers have treated exclusivity as a bona fide semantic entailment and proposed nonclassical logics which would validate it 4 This behavior of English or is also found in other languages However many languages have disjunctive constructions which are robustly exclusive such as French soit soit 4 Alternative symbols editThe symbol used for exclusive disjunction varies from one field of application to the next and even depends on the properties being emphasized in a given context of discussion In addition to the abbreviation XOR any of the following symbols may also be seen displaystyle nbsp was used by George Boole in 1847 6 Although Boole used displaystyle nbsp mainly on classes he also considered the case that x y displaystyle x y nbsp are propositions in x y displaystyle x y nbsp and at the time displaystyle nbsp is a connective Furthermore Boole used it exclusively Although such use does not show the relationship between inclusive disjunction for which displaystyle vee nbsp is almost fixedly used nowadays and exclusive disjunction and may also bring about confusions with its other uses some classical and modern textbooks still keep such use 7 8 displaystyle overline vee nbsp was used by Christine Ladd Franklin in 1883 9 Strictly speaking Ladd used A B displaystyle A operatorname overline vee B nbsp to express A displaystyle A nbsp is not B displaystyle B nbsp or No A displaystyle A nbsp is B displaystyle B nbsp i e used displaystyle overline vee nbsp as exclusions while implicitly displaystyle overline vee nbsp has the meaning of exclusive disjunction since the article is titled as On the Algebra of Logic displaystyle not nbsp denoting the negation of equivalence was used by Ernst Schroder in 1890 10 307 Although the usage of displaystyle nbsp as equivalence could be dated back to George Boole in 1847 6 during the 40 years after Boole his followers such as Charles Sanders Peirce Hugh MacColl Giuseppe Peano and so on did not use displaystyle not nbsp as non equivalence literally which is possibly because it could be defined from negation and equivalence easily displaystyle circ nbsp was used by Giuseppe Peano in 1894 a b a b b a displaystyle a circ b a b cup b a nbsp The sign displaystyle circ nbsp corresponds to Latin aut the sign displaystyle cup nbsp to vel 11 10 Note that the Latin word aut means exclusive or and vel means inclusive or and that Peano use displaystyle cup nbsp as inclusive disjunction displaystyle vee vee nbsp was used by Izrail Solomonovich Gradshtein Izrail Solomonovich Gradshtejn in 1936 12 76 displaystyle oplus nbsp was used by Claude Shannon in 1938 13 Shannon borrowed the symbol as exclusive disjunction from Edward Vermilye Huntington in 1904 14 Huntington borrowed the symbol from Gottfried Wilhelm Leibniz in 1890 the original date is not definitely known but almost certainly it is written after 1685 and 1890 is the publishing time 15 While both Huntington in 1904 and Leibniz in 1890 used the symbol as an algebraic operation Furthermore Huntington in 1904 used the symbol as inclusive disjunction logical sum too and in 1933 used displaystyle nbsp as inclusive disjunction 16 displaystyle not equiv nbsp also denoting the negation of equivalence was used by Alonzo Church in 1944 17 J displaystyle J nbsp as a prefix operator Jϕps displaystyle J phi psi nbsp was used by Jozef Maria Bochenski in 1949 2 16 Somebody 18 may mistake that it is Jan Lukasiewicz who is the first to use J displaystyle J nbsp for exclusive disjunction it seems that the mistake spreads widely while neither in 1929 19 nor in other works did Lukasiewicz make such use In fact in 1949 Bochenski introduced a system of Polish notation that names all 16 binary connectives of classical logic which is a compatible extension of the notation of Lukasiewicz in 1929 and in which J displaystyle J nbsp for exclusive disjunction appeared at the first time Bochenski s usage of J displaystyle J nbsp as exclusive disjunction has no relationship with the Polish alternatywa rozlaczna of exclusive or and is an accident for which see the table on page 16 of the book in 1949 the caret has been used in several programming languages to denote the bitwise exclusive or operator beginning with C 20 and also including C C D Java Perl Ruby PHP and Python The symmetric difference of two sets S displaystyle S nbsp and T displaystyle T nbsp which may be interpreted as their elementwise exclusive or has variously been denoted as S T displaystyle S ominus T nbsp S T displaystyle S mathop triangledown T nbsp or S T displaystyle S mathop vartriangle T nbsp 21 Properties editCommutativity yesA B displaystyle A oplus B nbsp displaystyle Leftrightarrow nbsp B A displaystyle B oplus A nbsp nbsp displaystyle Leftrightarrow nbsp nbsp Associativity yes A displaystyle A nbsp displaystyle oplus nbsp B C displaystyle B oplus C nbsp displaystyle Leftrightarrow nbsp A B displaystyle A oplus B nbsp displaystyle oplus nbsp C displaystyle C nbsp nbsp displaystyle oplus nbsp nbsp displaystyle Leftrightarrow nbsp nbsp displaystyle Leftrightarrow nbsp nbsp displaystyle oplus nbsp nbsp Distributivity The exclusive or does not distribute over any binary function not even itself but logical conjunction distributes over exclusive or C A B C A C B displaystyle C land A oplus B C land A oplus C land B nbsp Conjunction and exclusive or form the multiplication and addition operations of a field GF 2 and as in any field they obey the distributive law Idempotency no A displaystyle A nbsp displaystyle oplus nbsp A displaystyle A nbsp displaystyle Leftrightarrow nbsp 0 displaystyle 0 nbsp displaystyle nLeftrightarrow nbsp A displaystyle A nbsp nbsp displaystyle oplus nbsp nbsp displaystyle Leftrightarrow nbsp nbsp displaystyle nLeftrightarrow nbsp nbsp Monotonicity noA B displaystyle A rightarrow B nbsp displaystyle nRightarrow nbsp A C displaystyle A oplus C nbsp displaystyle rightarrow nbsp B C displaystyle B oplus C nbsp nbsp displaystyle nRightarrow nbsp nbsp displaystyle Leftrightarrow nbsp nbsp displaystyle rightarrow nbsp nbsp Truth preserving noWhen all inputs are true the output is not true A B displaystyle A land B nbsp displaystyle nRightarrow nbsp A B displaystyle A oplus B nbsp nbsp displaystyle nRightarrow nbsp nbsp Falsehood preserving yesWhen all inputs are false the output is false A B displaystyle A oplus B nbsp displaystyle Rightarrow nbsp A B displaystyle A lor B nbsp nbsp displaystyle Rightarrow nbsp nbsp Walsh spectrum 2 0 0 2 Non linearity 0The function is linear Involution Exclusive or with one specified input as a function of the other input is an involution or self inverse function applying it twice leaves the variable input unchanged A B displaystyle A oplus B nbsp displaystyle oplus nbsp B displaystyle B nbsp displaystyle Leftrightarrow nbsp A displaystyle A nbsp nbsp displaystyle oplus nbsp nbsp displaystyle Leftrightarrow nbsp nbsp If using binary values for true 1 and false 0 then exclusive or works exactly like addition modulo 2 Computer science edit nbsp Traditional symbolic representation of an XOR logic gateBitwise operation edit Main article Bitwise operation nbsp Nimber addition is the exclusive or of nonnegative integers in binary representation This is also the vector addition in Z 2Z 4 displaystyle mathbb Z 2 mathbb Z 4 nbsp Exclusive disjunction is often used for bitwise operations Examples 1 XOR 1 0 1 XOR 0 1 0 XOR 1 1 0 XOR 0 0 11102 XOR 10012 01112 this is equivalent to addition without carry As noted above since exclusive disjunction is identical to addition modulo 2 the bitwise exclusive disjunction of two n bit strings is identical to the standard vector of addition in the vector space Z 2Z n displaystyle mathbb Z 2 mathbb Z n nbsp In computer science exclusive disjunction has several uses It tells whether two bits are unequal It is an optional bit flipper the deciding input chooses whether to invert the data input It tells whether there is an odd number of 1 bits A B C D E displaystyle A oplus B oplus C oplus D oplus E nbsp is true if and only if an odd number of the variables are true which is equal to the parity bit returned by a parity function In logical circuits a simple adder can be made with an XOR gate to add the numbers and a series of AND OR and NOT gates to create the carry output On some computer architectures it is more efficient to store a zero in a register by XOR ing the register with itself bits XOR ed with themselves are always zero than to load and store the value zero In cryptography XOR is sometimes used as a simple self inverse mixing function such as in one time pad or Feistel network systems citation needed XOR is also heavily used in block ciphers such as AES Rijndael or Serpent and in block cipher implementation CBC CFB OFB or CTR In simple threshold activated artificial neural networks modeling the XOR function requires a second layer because XOR is not a linearly separable function Similarly XOR can be used in generating entropy pools for hardware random number generators The XOR operation preserves randomness meaning that a random bit XORed with a non random bit will result in a random bit Multiple sources of potentially random data can be combined using XOR and the unpredictability of the output is guaranteed to be at least as good as the best individual source 22 XOR is used in RAID 3 6 for creating parity information For example RAID can back up bytes 100111002 and 011011002 from two or more hard drives by XORing the just mentioned bytes resulting in 111100002 and writing it to another drive Under this method if any one of the three hard drives are lost the lost byte can be re created by XORing bytes from the remaining drives For instance if the drive containing 011011002 is lost 100111002 and 111100002 can be XORed to recover the lost byte 23 XOR is also used to detect an overflow in the result of a signed binary arithmetic operation If the leftmost retained bit of the result is not the same as the infinite number of digits to the left then that means overflow occurred XORing those two bits will give a 1 if there is an overflow XOR can be used to swap two numeric variables in computers using the XOR swap algorithm however this is regarded as more of a curiosity and not encouraged in practice XOR linked lists leverage XOR properties in order to save space to represent doubly linked list data structures In computer graphics XOR based drawing methods are often used to manage such items as bounding boxes and cursors on systems without alpha channels or overlay planes Encodings editIt is also called not left right arrow nleftrightarrow in LaTeX based markdown displaystyle nleftrightarrow nbsp Apart from the ASCII codes the operator is encoded at U 22BB XOR amp veebar and U 2295 CIRCLED PLUS amp CirclePlus amp oplus both in block mathematical operators See also editMaterial conditional Paradox Affirming a disjunct Ampheck Controlled NOT gate Disjunctive syllogism Inclusive or Involution List of Boolean algebra topics Logical graph Logical value Propositional calculus Rule 90 XOR cipher XOR gate XOR linked listNotes edit Germundsson Roger Weisstein Eric XOR MathWorld Wolfram Research Retrieved 17 June 2015 a b Bochenski J M 1949 Precis de logique mathematique PDF in French The Netherlands F G Kroonder Bussum Pays Bas Translated as Bochenski J M 1959 A Precis of Mathematical Logic Translated by Bird O Dordrecht Holland D Reidel Publishing Company doi 10 1007 978 94 017 0592 9 ISBN 978 90 481 8329 6 Joux Antoine 2009 9 2 Algebraic normal forms of Boolean functions Algorithmic Cryptanalysis CRC Press pp 285 286 ISBN 9781420070033 a b c d Aloni Maria 2016 Disjunction In Zalta Edward N ed The Stanford Encyclopedia of Philosophy Winter 2016 ed Metaphysics Research Lab Stanford University Retrieved 2020 09 03 Jennings quotes numerous authors saying that the word or has an exclusive sense See Chapter 3 The First Myth of Or Jennings R E 1994 The Genealogy of Disjunction New York Oxford University Press a b Boole G 1847 The Mathematical Analysis of Logic Being an Essay Towards a Calculus of Deductive Reasoning Cambridge London Macmillan Barclay amp Macmillan George Bell p 17 Enderton H 2001 1972 A Mathematical Introduction to Logic 2 ed San Diego New York Boston London Toronto Sydney and Tokyo A Harcourt Science and Technology Company p 51 Rautenberg W 2010 2006 A Concise Introduction to Mathematical Logic 3 ed New York Dordrecht Heidelberg and London Springer p 3 Ladd Christine 1883 On the Algebra of Logic In Peirce C S ed Studies in Logic by Members of the Johns Hopkins University Boston Little Brown amp Company pp 17 71 Schroder E 1890 Vorlesungen uber die Algebra der Logik Exakte Logik Erster Band in German Leipzig Druck und Verlag B G Teubner Reprinted by Thoemmes Press in 2000 Peano G 1894 Notations de logique mathematique Introduction au formulaire de mathematique Turin Fratelli Boccna Reprinted in Peano G 1958 Opere Scelte Volume II Roma Edizioni Cremonese pp 123 176 GRADShTEJN I S 1959 1936 PRYaMAYa I OBRATNAYa TEOREMY ELEMENTY ALGEBRY LOGIKI in Russian 3 ed MOSKVA GOSUDARSTVENNOE IZDATELSTVO FIZIKa MATEMATIChESKOJ LITERATURY Translated as Gradshtein I S 1963 Direct and Converse Theorems The Elements of Symbolic Logic Translated by Boddington T Oxford London New York and Paris Pergamon Press Shannon C E 1938 A Symbolic Analysis of Relay and Switching Circuits PDF Transactions of the American Institute of Electrical Engineers 57 12 713 723 doi 10 1109 T AIEE 1938 5057767 hdl 1721 1 11173 S2CID 51638483 Huntington E V 1904 Sets of Independent Postulates for the Algebra of Logic Transactions of the American Mathematical Society 5 3 288 309 doi 10 1090 S0002 9947 1904 1500675 4 Leibniz G W 1890 16 17 Gerhardt C I ed Die philosophischen Schriften Siebter Band in German Berlin Weidmann p 237 Retrieved 7 July 2023 Huntington E V 1933 New Sets of Independent Postulates for the Algebra of Logic With Special Reference to Whitehead and Russell s Principia Mathematica Transactions of the American Mathematical Society 35 1 274 304 Church A 1996 1944 Introduction to Mathematical Logic New Jersey Princeton University Press p 37 Craig Edward 1998 Routledge Encyclopedia of Philosophy Volume 8 Taylor amp Francis p 496 ISBN 978 0 41507310 3 Lukasiewicz Jan 1929 Elementy logiki matematycznej Elements of Mathematical Logic in Polish 1 ed Warsaw Poland Panstwowe Wydawnictwo Naukowe Kernighan Brian W Ritchie Dennis M 1978 2 9 Bitwise logical operators The C Programming Language Prentice Hall pp 44 46 Weisstein Eric W Symmetric Difference MathWorld Davies Robert B 28 February 2002 Exclusive OR XOR and hardware random number generators PDF Retrieved 28 August 2013 Nobel Rickard 26 July 2011 How RAID 5 actually works Retrieved 23 March 2017 External links edit nbsp Wikimedia Commons has media related to Exclusive disjunction nbsp Look up exclusive or or XOR in Wiktionary the free dictionary All About XOR Proofs of XOR properties and applications of XOR CS103 Mathematical Foundations of Computing Stanford University Retrieved from https en wikipedia org w index php title Exclusive or amp oldid 1214989647, wikipedia, wiki, book, books, library,

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