Venn diagram

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Short description: Diagram that shows all possible logical relations between a collection of sets

Venn diagram showing the uppercase glyphs shared by the Greek, Latin, and Russian alphabets
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A Venn diagram is a widely used diagram style that shows the logical relation between sets, popularized by John Venn (1834–1923) in the 1880s. The diagrams are used to teach elementary set theory, and to illustrate simple set relationships in probability, logic, statistics, linguistics and computer science. A Venn diagram uses simple closed curves drawn on a plane to represent sets. Very often, these curves are circles or ellipses.

Similar ideas had been proposed before Venn such as by Christian Weise in 1712 (Nucleus Logicoe Wiesianoe) and Leonhard Euler (Letters to a German Princess) in 1768. The idea was popularised by Venn in Symbolic Logic, Chapter V "Diagrammatic Representation", published in 1881.

Details

A Venn diagram may also be called a set diagram or logic diagram. It is a diagram that shows all possible logical relations between a finite collection of different sets. These diagrams depict elements as points in the plane, and sets as regions inside closed curves. A Venn diagram consists of multiple overlapping closed curves, usually circles, each representing a set. The points inside a curve labelled S represent elements of the set S, while points outside the boundary represent elements not in the set S. This lends itself to intuitive visualizations; for example, the set of all elements that are members of both sets S and T, denoted S ∩ T and read "the intersection of S and T", is represented visually by the area of overlap of the regions S and T.[1]

In Venn diagrams, the curves are overlapped in every possible way, showing all possible relations between the sets. They are thus a special case of Euler diagrams, which do not necessarily show all relations. Venn diagrams were conceived around 1880 by John Venn. They are used to teach elementary set theory, as well as illustrate simple set relationships in probability, logic, statistics, linguistics, and computer science.

A Venn diagram in which the area of each shape is proportional to the number of elements it contains is called an area-proportional (or scaled) Venn diagram.

Example

Sets of creatures with two legs, and creatures that fly

This example involves two sets of creatures, represented here as colored circles. The orange circle represents all types of creatures that have two legs. The blue circle represents creatures that can fly. Each separate type of creature can be imagined as a point somewhere in the diagram. Living creatures that have two legs and can fly—for example, parrots—are then in both sets, so they correspond to points in the region where the blue and orange circles overlap. This overlapping region would only contain those elements (in this example, creatures) that are members of both the orange set (two-legged creatures) and the blue set (flying creatures).

Humans and penguins are bipedal, and so are in the orange circle, but since they cannot fly, they appear in the left part of the orange circle, where it does not overlap with the blue circle. Mosquitoes can fly, but have six, not two, legs, so the point for mosquitoes is in the part of the blue circle that does not overlap with the orange one. Creatures that are neither two-legged nor able to fly (for example, whales and spiders) would all be represented by points outside both circles.

The combined region of the two sets is called their union, denoted by A ∪ B, where A is the orange circle and B the blue.[2] The union in this case contains all living creatures that either are two-legged or can fly (or both). The region included in both A and B, where the two sets overlap, is called the intersection of A and B, denoted by A ∩ B.[2]

History

Stained-glass window with Venn diagram in Gonville and Caius College, Cambridge

Venn diagrams were introduced in 1880 by John Venn in a paper entitled "On the Diagrammatic and Mechanical Representation of Propositions and Reasonings"[3] in the Philosophical Magazine and Journal of Science,[4] about the different ways to represent propositions by diagrams.[5][6][7] The use of these types of diagrams in formal logic, according to Frank Ruskey and Mark Weston, predates Venn but are "rightly associated" with him as he "comprehensively surveyed and formalized their usage, and was the first to generalize them".[8]

Venn diagrams are very similar to Euler diagrams, which were invented by Leonhard Euler in the 18th century.[note 1][9][10] Margaret Baron has noted that Leibniz (1646–1716) produced similar diagrams before Euler in the 17th century, but much of it was unpublished.[11] She also observes even earlier Euler-like diagrams by Ramon Llull in the 13th Century.[12]

Venn did not use the term "Venn diagram" and referred to the concept as "Eulerian Circles".[7] He became acquainted with Euler diagrams in 1862 and wrote that Venn diagrams did not occur to him "till much later", while attempting to adapt Euler diagrams to Boolean logic.[13] In the opening sentence of his 1880 article Venn wrote that Euler diagrams were the only diagrammatic representation of logic to gain "any general acceptance".[5][6]

Venn viewed his diagrams as a pedagogical tool, analogous to verification of physical concepts through experiment. As an example of their applications, he noted that a three-set diagram could show the syllogism: 'All A is some B. No B is any C. Hence, no A is any C.'[13]

Charles L. Dodgson (Lewis Carroll) includes "Venn's Method of Diagrams" as well as "Euler's Method of Diagrams" in an "Appendix, Addressed to Teachers" of his book Symbolic Logic (4th edition published in 1896). The term "Venn diagram" was later used by Clarence Irving Lewis in 1918, in his book A Survey of Symbolic Logic.[8][14]

In the 20th century, Venn diagrams were further developed. David Wilson Henderson showed, in 1963, that the existence of an n-Venn diagram with n-fold rotational symmetry implied that n was a prime number.[15] He also showed that such symmetric Venn diagrams exist when n is five or seven. In 2002, Peter Hamburger found symmetric Venn diagrams for n = 11 and in 2003, Griggs, Killian, and Savage showed that symmetric Venn diagrams exist for all other primes. These combined results show that rotationally symmetric Venn diagrams exist, if and only if n is a prime number.[16]

Venn diagrams and Euler diagrams were incorporated as part of instruction in set theory, as part of the new math movement in the 1960s. Since then, they have also been adopted in the curriculum of other fields such as reading.[17]

Overview

  • Intersection of two sets [math]\displaystyle{ ~A \cap B }[/math]

  • Union of two sets [math]\displaystyle{ ~A \cup B }[/math]

  • Symmetric difference of two sets [math]\displaystyle{ A~\triangle~B }[/math]

  • Relative complement of A (left) in B (right) [math]\displaystyle{ A^c \cap B~=~B \setminus A }[/math]

  • Absolute complement of A in U [math]\displaystyle{ A^c~=~U \setminus A }[/math]

A Venn diagram is constructed with a collection of simple closed curves drawn in a plane. According to Lewis,[14] the "principle of these diagrams is that classes [or sets] be represented by regions in such relation to one another that all the possible logical relations of these classes can be indicated in the same diagram. That is, the diagram initially leaves room for any possible relation of the classes, and the actual or given relation, can then be specified by indicating that some particular region is null or is not-null".[14]:157

Venn diagrams normally comprise overlapping circles. The interior of the circle symbolically represents the elements of the set, while the exterior represents elements that are not members of the set. For instance, in a two-set Venn diagram, one circle may represent the group of all wooden objects, while the other circle may represent the set of all tables. The overlapping region, or intersection, would then represent the set of all wooden tables. Shapes other than circles can be employed as shown below by Venn's own higher set diagrams. Venn diagrams do not generally contain information on the relative or absolute sizes (cardinality) of sets. That is, they are schematic diagrams generally not drawn to scale.

Venn diagrams are similar to Euler diagrams. However, a Venn diagram for n component sets must contain all 2n hypothetically possible zones, that correspond to some combination of inclusion or exclusion in each of the component sets.[18] Euler diagrams contain only the actually possible zones in a given context. In Venn diagrams, a shaded zone may represent an empty zone, whereas in an Euler diagram, the corresponding zone is missing from the diagram. For example, if one set represents dairy products and another cheeses, the Venn diagram contains a zone for cheeses that are not dairy products. Assuming that in the context cheese means some type of dairy product, the Euler diagram has the cheese zone entirely contained within the dairy-product zone—there is no zone for (non-existent) non-dairy cheese. This means that as the number of contours increases, Euler diagrams are typically less visually complex than the equivalent Venn diagram, particularly if the number of non-empty intersections is small.[19]

The difference between Euler and Venn diagrams can be seen in the following example. Take the three sets:

  • [math]\displaystyle{ A = \{1,\, 2,\, 5\} }[/math]
  • [math]\displaystyle{ B = \{1,\, 6\} }[/math]
  • [math]\displaystyle{ C = \{4,\, 7\} }[/math]

The Euler and the Venn diagram of those sets are:

  • Euler diagram

  • Venn diagram

Extensions to higher numbers of sets

Venn diagrams typically represent two or three sets, but there are forms that allow for higher numbers. Shown below, four intersecting spheres form the highest order Venn diagram that has the symmetry of a simplex and can be visually represented. The 16 intersections correspond to the vertices of a tesseract (or the cells of a 16-cell, respectively).

4 spheres, cell 00, solid.png 4 spheres, weight 1, solid.png

4 spheres, cell 01, solid.png45px45px4 spheres, cell 08, solid.png

4 spheres, weight 2, solid.png

4 spheres, cell 03, solid.png30px30px30px30px4 spheres, cell 12, solid.png

4 spheres, weight 3, solid.png

4 spheres, cell 07, solid.png45px45px4 spheres, cell 14, solid.png

4 spheres, cell 15, solid.png

For higher numbers of sets, some loss of symmetry in the diagrams is unavoidable. Venn was keen to find "symmetrical figures ... elegant in themselves,"[9] that represented higher numbers of sets, and he devised an elegant four-set diagram using ellipses (see below). He also gave a construction for Venn diagrams for any number of sets, where each successive curve that delimits a set interleaves with previous curves, starting with the three-circle diagram.

  • Venn's construction for four sets (use Gray code to compute, the digit 1 means in the set, and the digit 0 means not in the set)

  • Venn's construction for five sets

  • Venn's construction for six sets

  • Venn's four-set diagram using ellipses

  • Non-example: This Euler diagram is not a Venn diagram for four sets as it has only 14 regions as opposed to 24 = 16 regions (including the white region); there is no region where only the yellow and blue, or only the red and green circles meet.

  • Five-set Venn diagram using congruent ellipses in a five-fold rotationally symmetrical arrangement devised by Branko Grünbaum. Labels have been simplified for greater readability; for example, A denotes A ∩ Bc ∩ Cc ∩ Dc ∩ Ec, while BCE denotes Ac ∩ B ∩ C ∩ Dc ∩ E.

  • Six-set Venn diagram made of only triangles (interactive version)

Edwards–Venn diagrams

  • Three sets

  • Four sets

  • Five sets

  • Six sets

Anthony William Fairbank Edwards constructed a series of Venn diagrams for higher numbers of sets by segmenting the surface of a sphere, which became known as Edwards–Venn diagrams.[20] For example, three sets can be easily represented by taking three hemispheres of the sphere at right angles (x = 0, y = 0 and z = 0). A fourth set can be added to the representation, by taking a curve similar to the seam on a tennis ball, which winds up and down around the equator, and so on. The resulting sets can then be projected back to a plane, to give cogwheel diagrams with increasing numbers of teeth—as shown here. These diagrams were devised while designing a stained-glass window in memory of Venn.[20]

Other diagrams

Edwards–Venn diagrams are topologically equivalent to diagrams devised by Branko Grünbaum, which were based around intersecting polygons with increasing numbers of sides. They are also two-dimensional representations of hypercubes.

Henry John Stephen Smith devised similar n-set diagrams using sine curves[20] with the series of equations [math]\displaystyle{ y_i = \frac{\sin\left(2^i x\right)}{2^i} \text{ where } 0 \leq i \leq n-1 \text{ and } i \in \mathbb{N}. }[/math]

Charles Lutwidge Dodgson (also known as Lewis Carroll) devised a five-set diagram known as Carroll's square. Joaquin and Boyles, on the other hand, proposed supplemental rules for the standard Venn diagram, in order to account for certain problem cases. For instance, regarding the issue of representing singular statements, they suggest to consider the Venn diagram circle as a representation of a set of things, and use first-order logic and set theory to treat categorical statements as statements about sets. Additionally, they propose to treat singular statements as statements about set membership. So, for example, to represent the statement "a is F" in this retooled Venn diagram, a small letter "a" may be placed inside the circle that represents the set F.[21]

Related concepts

Venn diagram as a truth table

Venn diagrams correspond to truth tables for the propositions [math]\displaystyle{ x\in A }[/math], [math]\displaystyle{ x\in B }[/math], etc., in the sense that each region of Venn diagram corresponds to one row of the truth table.[22][23] This type is also known as Johnston diagram. Another way of representing sets is with John F. Randolph's R-diagrams.

See also

Notes

  1. ↑ In Euler's Lettres à une princesse d'Allemagne sur divers sujets de physique et de philosophie [Letters to a German Princess on various physical and philosophical subjects] (Saint Petersburg, Russia: l'Academie Impériale des Sciences, 1768), volume 2, pages 95-126. In Venn's article, however, he suggests that the diagrammatic idea predates Euler, and is attributable to Christian Weise or Johann Christian Lange (in Lange's book Nucleus Logicae Weisianae (1712)).

References

  1. ↑ "Intersection of Sets". http://web.mnstate.edu/peil/MDEV102/U1/S3/Intersection4.htm. 
  2. ↑ 2.0 2.1 "Sets and Venn Diagrams". https://www.mathsisfun.com/sets/venn-diagrams.html. 
  3. ↑ "On the Diagrammatic and Mechanical Representation of Propositions and Reasonings". https://www.cis.upenn.edu/~bhusnur4/cit592_fall2014/venn%20diagrams.pdf. 
  4. ↑ "The Philosophical Magazine: A Journal of Theoretical Experimental and Applied Physics" (in en). Taylor & Francis. https://www.tandfonline.com/toc/tphm18/current. 
  5. ↑ 5.0 5.1 "I. On the Diagrammatic and Mechanical Representation of Propositions and Reasonings". The London, Edinburgh, and Dublin Philosophical Magazine and Journal of Science. 5 10 (59): 1–18. July 1880. doi:10.1080/14786448008626877. https://www.cis.upenn.edu/~bhusnur4/cit592_fall2014/venn%20diagrams.pdf.  [1] [2]
  6. ↑ 6.0 6.1 "On the employment of geometrical diagrams for the sensible representations of logical propositions". Proceedings of the Cambridge Philosophical Society 4: 47–59. 1880. https://archive.org/stream/proceedingsofcam4188083camb#page/47/mode/1up. 
  7. ↑ 7.0 7.1 "How Euler Did It". MAA Online. The Mathematical Association of America (MAA). 2003. http://www.maa.org/editorial/euler/How%20Euler%20Did%20It%2003%20Venn%20Diagrams.pdf. 
  8. ↑ 8.0 8.1 "A Survey of Venn Diagrams". The Electronic Journal of Combinatorics. 2005-06-18. http://www.combinatorics.org/files/Surveys/ds5/VennEJC.html. 
  9. ↑ 9.0 9.1 Symbolic logic. Macmillan. 1881. p. 108. https://archive.org/details/symboliclogic00venngoog. Retrieved 2013-04-09. 
  10. ↑ The Logic Diagram (Thesis). McMaster University. October 1967. https://macsphere.mcmaster.ca/bitstream/11375/10794/1/fulltext.pdf. Retrieved 2017-04-14.  (NB. Has a detailed history of the evolution of logic diagrams including but not limited to the Venn diagram.)
  11. ↑ Couturat, Louis, ed (1903). "De Formae Logicae per linearum ductus" (in la). Opuscules et fragmentes inedits de Leibniz. pp. 292–321. 
  12. ↑ "A Note on The Historical Development of Logic Diagrams". The Mathematical Gazette 53 (384): 113–125. May 1969. doi:10.2307/3614533. 
  13. ↑ 13.0 13.1 Verburgt, Lukas M. (April 2023). "The Venn Behind the Diagram". Mathematics Today (Institute of Mathematics and its Applications) 59 (2): 53–55. 
  14. ↑ 14.0 14.1 14.2 A Survey of Symbolic Logic. Berkeley: University of California Press. 1918. https://archive.org/details/asurveyofsymboli00lewiuoft. 
  15. ↑ "Venn diagrams for more than four classes". American Mathematical Monthly 70 (4): 424–426. April 1963. doi:10.2307/2311865. 
  16. ↑ "The Search for Simple Symmetric Venn Diagrams". Notices of the AMS 53 (11): 1304–1311. December 2006. http://www.ams.org/notices/200611/fea-wagon.pdf. 
  17. ↑ "Strategies for Reading Comprehension Venn Diagrams". http://www.readingquest.org/strat/venn.html. 
  18. ↑ "Venn Diagram" (in en). https://mathworld.wolfram.com/VennDiagram.html. 
  19. ↑ "Euler Diagrams 2004: Brighton, UK: September 22–23". Reasoning with Diagrams project, University of Kent. 2004. http://www.cs.kent.ac.uk/events/conf/2004/euler/eulerdiagrams.html. 
  20. ↑ 20.0 20.1 20.2 "Foreword". Cogwheels of the Mind: The Story of Venn Diagrams. Baltimore, Maryland, USA: Johns Hopkins University Press. 2004. p. 65. ISBN 978-0-8018-7434-5. https://books.google.com/books?id=7_0Thy4V3JIC&pg=PA65. .
  21. ↑ "Teaching Syllogistic Logic via a Retooled Venn Diagrammatical Technique". Teaching Philosophy 40 (2): 161–180. June 2017. doi:10.5840/teachphil201771767. https://www.pdcnet.org/teachphil/content/teachphil_2017_0040_0002_0161_0180. Retrieved 2020-05-12. 
  22. ↑ Discrete and combinatorial mathematics. Boston: Addison-Wesley. 2004. p. 143. ISBN 978-0-201-72634-3. 
  23. ↑ "3.3 Laws". Elements of logic via numbers and sets. Springer Undergraduate Mathematics Series. Berlin, Germany: Springer-Verlag. 2001. p. 62. ISBN 978-3-540-76123-5. https://books.google.com/books?id=8KtRMofBKc0C&pg=PA62. 

Further reading

External links



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