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Mathematical proof

A mathematical proof is a deductive argument for a mathematical statement, showing that the stated assumptions logically guarantee the conclusion. The argument may use other previously established statements, such as theorems; but every proof can, in principle, be constructed using only certain basic or original assumptions known as axioms,[2][3][4] along with the accepted rules of inference. Proofs are examples of exhaustive deductive reasoning which establish logical certainty, to be distinguished from empirical arguments or non-exhaustive inductive reasoning which establish "reasonable expectation". Presenting many cases in which the statement holds is not enough for a proof, which must demonstrate that the statement is true in all possible cases. A proposition that has not been proved but is believed to be true is known as a conjecture, or a hypothesis if frequently used as an assumption for further mathematical work.

P. Oxy. 29, one of the oldest surviving fragments of Euclid's Elements, a textbook used for millennia to teach proof-writing techniques. The diagram accompanies Book II, Proposition 5.[1]

Proofs employ logic expressed in mathematical symbols, along with natural language which usually admits some ambiguity. In most mathematical literature, proofs are written in terms of rigorous informal logic. Purely formal proofs, written fully in symbolic language without the involvement of natural language, are considered in proof theory. The distinction between formal and informal proofs has led to much examination of current and historical mathematical practice, quasi-empiricism in mathematics, and so-called folk mathematics, oral traditions in the mainstream mathematical community or in other cultures. The philosophy of mathematics is concerned with the role of language and logic in proofs, and mathematics as a language.

History and etymology Edit

The word "proof" comes from the Latin probare (to test). Related modern words are English "probe", "probation", and "probability", Spanish probar (to smell or taste, or sometimes touch or test),[5] Italian provare (to try), and German probieren (to try). The legal term "probity" means authority or credibility, the power of testimony to prove facts when given by persons of reputation or status.[6]

Plausibility arguments using heuristic devices such as pictures and analogies preceded strict mathematical proof.[7] It is likely that the idea of demonstrating a conclusion first arose in connection with geometry, which originated in practical problems of land measurement.[8] The development of mathematical proof is primarily the product of ancient Greek mathematics, and one of its greatest achievements.[9] Thales (624–546 BCE) and Hippocrates of Chios (c. 470–410 BCE) gave some of the first known proofs of theorems in geometry. Eudoxus (408–355 BCE) and Theaetetus (417–369 BCE) formulated theorems but did not prove them. Aristotle (384–322 BCE) said definitions should describe the concept being defined in terms of other concepts already known.

Mathematical proof was revolutionized by Euclid (300 BCE), who introduced the axiomatic method still in use today. It starts with undefined terms and axioms, propositions concerning the undefined terms which are assumed to be self-evidently true (from Greek "axios", something worthy). From this basis, the method proves theorems using deductive logic. Euclid's book, the Elements, was read by anyone who was considered educated in the West until the middle of the 20th century.[10] In addition to theorems of geometry, such as the Pythagorean theorem, the Elements also covers number theory, including a proof that the square root of two is irrational and a proof that there are infinitely many prime numbers.

Further advances also took place in medieval Islamic mathematics. In the 10th century CE, the Iraqi mathematician Al-Hashimi worked with numbers as such, called "lines" but not necessarily considered as measurements of geometric objects, to prove algebraic propositions concerning multiplication, division, etc., including the existence of irrational numbers.[11] An inductive proof for arithmetic sequences was introduced in the Al-Fakhri (1000) by Al-Karaji, who used it to prove the binomial theorem and properties of Pascal's triangle.

Modern proof theory treats proofs as inductively defined data structures, not requiring an assumption that axioms are "true" in any sense. This allows parallel mathematical theories as formal models of a given intuitive concept, based on alternate sets of axioms, for example Axiomatic set theory and Non-Euclidean geometry.

Nature and purpose Edit

As practiced, a proof is expressed in natural language and is a rigorous argument intended to convince the audience of the truth of a statement. The standard of rigor is not absolute and has varied throughout history. A proof can be presented differently depending on the intended audience. To gain acceptance, a proof has to meet communal standards of rigor; an argument considered vague or incomplete may be rejected.

The concept of proof is formalized in the field of mathematical logic.[12] A formal proof is written in a formal language instead of natural language. A formal proof is a sequence of formulas in a formal language, starting with an assumption, and with each subsequent formula a logical consequence of the preceding ones. This definition makes the concept of proof amenable to study. Indeed, the field of proof theory studies formal proofs and their properties, the most famous and surprising being that almost all axiomatic systems can generate certain undecidable statements not provable within the system.

The definition of a formal proof is intended to capture the concept of proofs as written in the practice of mathematics. The soundness of this definition amounts to the belief that a published proof can, in principle, be converted into a formal proof. However, outside the field of automated proof assistants, this is rarely done in practice. A classic question in philosophy asks whether mathematical proofs are analytic or synthetic. Kant, who introduced the analytic–synthetic distinction, believed mathematical proofs are synthetic, whereas Quine argued in his 1951 "Two Dogmas of Empiricism" that such a distinction is untenable.[13]

Proofs may be admired for their mathematical beauty. The mathematician Paul Erdős was known for describing proofs which he found to be particularly elegant as coming from "The Book", a hypothetical tome containing the most beautiful method(s) of proving each theorem. The book Proofs from THE BOOK, published in 2003, is devoted to presenting 32 proofs its editors find particularly pleasing.

Methods of proof Edit

Direct proof Edit

In direct proof, the conclusion is established by logically combining the axioms, definitions, and earlier theorems.[14] For example, direct proof can be used to prove that the sum of two even integers is always even:

Consider two even integers x and y. Since they are even, they can be written as x = 2a and y = 2b, respectively, for some integers a and b. Then the sum is x + y = 2a + 2b = 2(a+b). Therefore x+y has 2 as a factor and, by definition, is even. Hence, the sum of any two even integers is even.

This proof uses the definition of even integers, the integer properties of closure under addition and multiplication, and the distributive property.

Proof by mathematical induction Edit

Despite its name, mathematical induction is a method of deduction, not a form of inductive reasoning. In proof by mathematical induction, a single "base case" is proved, and an "induction rule" is proved that establishes that any arbitrary case implies the next case. Since in principle the induction rule can be applied repeatedly (starting from the proved base case), it follows that all (usually infinitely many) cases are provable.[15] This avoids having to prove each case individually. A variant of mathematical induction is proof by infinite descent, which can be used, for example, to prove the irrationality of the square root of two.

A common application of proof by mathematical induction is to prove that a property known to hold for one number holds for all natural numbers:[16] Let N = {1, 2, 3, 4, ...} be the set of natural numbers, and let P(n) be a mathematical statement involving the natural number n belonging to N such that

  • (i) P(1) is true, i.e., P(n) is true for n = 1.
  • (ii) P(n+1) is true whenever P(n) is true, i.e., P(n) is true implies that P(n+1) is true.
  • Then P(n) is true for all natural numbers n.

For example, we can prove by induction that all positive integers of the form 2n − 1 are odd. Let P(n) represent "2n − 1 is odd":

(i) For n = 1, 2n − 1 = 2(1) − 1 = 1, and 1 is odd, since it leaves a remainder of 1 when divided by 2. Thus P(1) is true.
(ii) For any n, if 2n − 1 is odd (P(n)), then (2n − 1) + 2 must also be odd, because adding 2 to an odd number results in an odd number. But (2n − 1) + 2 = 2n + 1 = 2(n+1) − 1, so 2(n+1) − 1 is odd (P(n+1)). So P(n) implies P(n+1).
Thus 2n − 1 is odd, for all positive integers n.

The shorter phrase "proof by induction" is often used instead of "proof by mathematical induction".[17]

Proof by contraposition Edit

Proof by contraposition infers the statement "if p then q" by establishing the logically equivalent contrapositive statement: "if not q then not p".

For example, contraposition can be used to establish that, given an integer  , if   is even, then   is even:

Suppose   is not even. Then   is odd. The product of two odd numbers is odd, hence   is odd. Thus   is not even. Thus, if   is even, the supposition must be false, so   has to be even.

Proof by contradiction Edit

In proof by contradiction, also known by the Latin phrase reductio ad absurdum (by reduction to the absurd), it is shown that if some statement is assumed true, a logical contradiction occurs, hence the statement must be false. A famous example involves the proof that   is an irrational number:

Suppose that   were a rational number. Then it could be written in lowest terms as   where a and b are non-zero integers with no common factor. Thus,  . Squaring both sides yields 2b2 = a2. Since the expression on the left is an integer multiple of 2, the right expression is by definition divisible by 2. That is, a2 is even, which implies that a must also be even, as seen in the proposition above (in #Proof by contraposition). So we can write a = 2c, where c is also an integer. Substitution into the original equation yields 2b2 = (2c)2 = 4c2. Dividing both sides by 2 yields b2 = 2c2. But then, by the same argument as before, 2 divides b2, so b must be even. However, if a and b are both even, they have 2 as a common factor. This contradicts our previous statement that a and b have no common factor, so we must conclude that   is an irrational number.

To paraphrase: if one could write   as a fraction, this fraction could never be written in lowest terms, since 2 could always be factored from numerator and denominator.

Proof by construction Edit

Proof by construction, or proof by example, is the construction of a concrete example with a property to show that something having that property exists. Joseph Liouville, for instance, proved the existence of transcendental numbers by constructing an explicit example. It can also be used to construct a counterexample to disprove a proposition that all elements have a certain property.

Proof by exhaustion Edit

In proof by exhaustion, the conclusion is established by dividing it into a finite number of cases and proving each one separately. The number of cases sometimes can become very large. For example, the first proof of the four color theorem was a proof by exhaustion with 1,936 cases. This proof was controversial because the majority of the cases were checked by a computer program, not by hand. The shortest known proof of the four color theorem as of 2011 still has over 600 cases.[18]

Probabilistic proof Edit

A probabilistic proof is one in which an example is shown to exist, with certainty, by using methods of probability theory. Probabilistic proof, like proof by construction, is one of many ways to prove existence theorems.

In the probabilistic method, one seeks an object having a given property, starting with a large set of candidates. One assigns a certain probability for each candidate to be chosen, and then proves that there is a non-zero probability that a chosen candidate will have the desired property. This does not specify which candidates have the property, but the probability could not be positive without at least one.

A probabilistic proof is not to be confused with an argument that a theorem is 'probably' true, a 'plausibility argument'. The work on the Collatz conjecture shows how far plausibility is from genuine proof. While most mathematicians do not think that probabilistic evidence for the properties of a given object counts as a genuine mathematical proof, a few mathematicians and philosophers have argued that at least some types of probabilistic evidence (such as Rabin's probabilistic algorithm for testing primality) are as good as genuine mathematical proofs.[19][20]

Combinatorial proof Edit

A combinatorial proof establishes the equivalence of different expressions by showing that they count the same object in different ways. Often a bijection between two sets is used to show that the expressions for their two sizes are equal. Alternatively, a double counting argument provides two different expressions for the size of a single set, again showing that the two expressions are equal.

Nonconstructive proof Edit

A nonconstructive proof establishes that a mathematical object with a certain property exists—without explaining how such an object can be found. Often, this takes the form of a proof by contradiction in which the nonexistence of the object is proved to be impossible. In contrast, a constructive proof establishes that a particular object exists by providing a method of finding it. The following famous example of a nonconstructive proof shows that there exist two irrational numbers a and b such that   is a rational number. This proof uses that   is irrational (an easy proof is known since Euclid), but not that   is irrational (this is true, but the proof is not elementary).

Either   is a rational number and we are done (take  ), or   is irrational so we can write   and  . This then gives  , which is thus a rational number of the form  

Statistical proofs in pure mathematics Edit

The expression "statistical proof" may be used technically or colloquially in areas of pure mathematics, such as involving cryptography, chaotic series, and probabilistic number theory or analytic number theory.[21][22][23] It is less commonly used to refer to a mathematical proof in the branch of mathematics known as mathematical statistics. See also the "Statistical proof using data" section below.

Computer-assisted proofs Edit

Until the twentieth century it was assumed that any proof could, in principle, be checked by a competent mathematician to confirm its validity.[7] However, computers are now used both to prove theorems and to carry out calculations that are too long for any human or team of humans to check; the first proof of the four color theorem is an example of a computer-assisted proof. Some mathematicians are concerned that the possibility of an error in a computer program or a run-time error in its calculations calls the validity of such computer-assisted proofs into question. In practice, the chances of an error invalidating a computer-assisted proof can be reduced by incorporating redundancy and self-checks into calculations, and by developing multiple independent approaches and programs. Errors can never be completely ruled out in case of verification of a proof by humans either, especially if the proof contains natural language and requires deep mathematical insight to uncover the potential hidden assumptions and fallacies involved.

Undecidable statements Edit

A statement that is neither provable nor disprovable from a set of axioms is called undecidable (from those axioms). One example is the parallel postulate, which is neither provable nor refutable from the remaining axioms of Euclidean geometry.

Mathematicians have shown there are many statements that are neither provable nor disprovable in Zermelo–Fraenkel set theory with the axiom of choice (ZFC), the standard system of set theory in mathematics (assuming that ZFC is consistent); see List of statements undecidable in ZFC.

Gödel's (first) incompleteness theorem shows that many axiom systems of mathematical interest will have undecidable statements.

Heuristic mathematics and experimental mathematics Edit

While early mathematicians such as Eudoxus of Cnidus did not use proofs, from Euclid to the foundational mathematics developments of the late 19th and 20th centuries, proofs were an essential part of mathematics.[24] With the increase in computing power in the 1960s, significant work began to be done investigating mathematical objects outside the proof-theorem framework,[25] in experimental mathematics. Early pioneers of these methods intended the work ultimately to be embedded in a classical proof-theorem framework, e.g. the early development of fractal geometry,[26] which was ultimately so embedded.

Related concepts Edit

Visual proof Edit

Although not a formal proof, a visual demonstration of a mathematical theorem is sometimes called a "proof without words". The left-hand picture below is an example of a historic visual proof of the Pythagorean theorem in the case of the (3,4,5) triangle.

Some illusory visual proofs, such as the missing square puzzle, can be constructed in a way which appear to prove a supposed mathematical fact but only do so under the presence of tiny errors (for example, supposedly straight lines which actually bend slightly) which are unnoticeable until the entire picture is closely examined, with lengths and angles precisely measured or calculated.

Elementary proof Edit

An elementary proof is a proof which only uses basic techniques. More specifically, the term is used in number theory to refer to proofs that make no use of complex analysis. For some time it was thought that certain theorems, like the prime number theorem, could only be proved using "higher" mathematics. However, over time, many of these results have been reproved using only elementary techniques.

Two-column proof Edit

 
A two-column proof published in 1913

A particular way of organising a proof using two parallel columns is often used as a mathematical exercise in elementary geometry classes in the United States.[27] The proof is written as a series of lines in two columns. In each line, the left-hand column contains a proposition, while the right-hand column contains a brief explanation of how the corresponding proposition in the left-hand column is either an axiom, a hypothesis, or can be logically derived from previous propositions. The left-hand column is typically headed "Statements" and the right-hand column is typically headed "Reasons".[28]

Colloquial use of "mathematical proof" Edit

The expression "mathematical proof" is used by lay people to refer to using mathematical methods or arguing with mathematical objects, such as numbers, to demonstrate something about everyday life, or when data used in an argument is numerical. It is sometimes also used to mean a "statistical proof" (below), especially when used to argue from data.

Statistical proof using data Edit

"Statistical proof" from data refers to the application of statistics, data analysis, or Bayesian analysis to infer propositions regarding the probability of data. While using mathematical proof to establish theorems in statistics, it is usually not a mathematical proof in that the assumptions from which probability statements are derived require empirical evidence from outside mathematics to verify. In physics, in addition to statistical methods, "statistical proof" can refer to the specialized mathematical methods of physics applied to analyze data in a particle physics experiment or observational study in physical cosmology. "Statistical proof" may also refer to raw data or a convincing diagram involving data, such as scatter plots, when the data or diagram is adequately convincing without further analysis.

Inductive logic proofs and Bayesian analysis Edit

Proofs using inductive logic, while considered mathematical in nature, seek to establish propositions with a degree of certainty, which acts in a similar manner to probability, and may be less than full certainty. Inductive logic should not be confused with mathematical induction.

Bayesian analysis uses Bayes' theorem to update a person's assessment of likelihoods of hypotheses when new evidence or information is acquired.

Proofs as mental objects Edit

Psychologism views mathematical proofs as psychological or mental objects. Mathematician philosophers, such as Leibniz, Frege, and Carnap have variously criticized this view and attempted to develop a semantics for what they considered to be the language of thought, whereby standards of mathematical proof might be applied to empirical science.[29]

Influence of mathematical proof methods outside mathematics Edit

Philosopher-mathematicians such as Spinoza have attempted to formulate philosophical arguments in an axiomatic manner, whereby mathematical proof standards could be applied to argumentation in general philosophy. Other mathematician-philosophers have tried to use standards of mathematical proof and reason, without empiricism, to arrive at statements outside of mathematics, but having the certainty of propositions deduced in a mathematical proof, such as Descartes' cogito argument.

Ending a proof Edit

Sometimes, the abbreviation "Q.E.D." is written to indicate the end of a proof. This abbreviation stands for "quod erat demonstrandum", which is Latin for "that which was to be demonstrated". A more common alternative is to use a square or a rectangle, such as □ or ∎, known as a "tombstone" or "halmos" after its eponym Paul Halmos. Often, "which was to be shown" is verbally stated when writing "QED", "□", or "∎" during an oral presentation. Unicode explicitly provides the "end of proof" character, U+220E (∎) (220E(hex) = 8718(dec)).

See also Edit

References Edit

  1. ^ Bill Casselman. "One of the Oldest Extant Diagrams from Euclid". University of British Columbia. Retrieved September 26, 2008.
  2. ^ Clapham, C. & Nicholson, J.N. The Concise Oxford Dictionary of Mathematics, Fourth edition. A statement whose truth is either to be taken as self-evident or to be assumed. Certain areas of mathematics involve choosing a set of axioms and discovering what results can be derived from them, providing proofs for the theorems that are obtained.
  3. ^ Cupillari, Antonella (2005) [2001]. The Nuts and Bolts of Proofs: An Introduction to Mathematical Proofs (Third ed.). Academic Press. p. 3. ISBN 978-0-12-088509-1.
  4. ^ Gossett, Eric (July 2009). Discrete Mathematics with Proof. John Wiley & Sons. p. 86. ISBN 978-0470457931. Definition 3.1. Proof: An Informal Definition
  5. ^ "proof" New Shorter Oxford English Dictionary, 1993, OUP, Oxford.
  6. ^ Hacking, Ian (1984) [1975]. The Emergence of Probability: A Philosophical Study of Early Ideas about Probability, Induction and Statistical Inference. Cambridge University Press. ISBN 978-0-521-31803-7.
  7. ^ a b The History and Concept of Mathematical Proof, Steven G. Krantz. 1. February 5, 2007
  8. ^ Kneale, William; Kneale, Martha (May 1985) [1962]. The development of logic (New ed.). Oxford University Press. p. 3. ISBN 978-0-19-824773-9.
  9. ^ Moutsios-Rentzos, Andreas; Spyrou, Panagiotis (February 2015). "The genesis of proof in ancient Greece The pedagogical implications of a Husserlian reading". Archive ouverte HAL. Retrieved October 20, 2019.
  10. ^ Eves, Howard W. (January 1990) [1962]. An Introduction to the History of Mathematics (Saunders Series) (6th ed.). Brooks/Cole. p. 141. ISBN 978-0030295584. No work, except The Bible, has been more widely used...
  11. ^ Matvievskaya, Galina (1987), "The Theory of Quadratic Irrationals in Medieval Oriental Mathematics", Annals of the New York Academy of Sciences, 500 (1): 253–77 [260], Bibcode:1987NYASA.500..253M, doi:10.1111/j.1749-6632.1987.tb37206.x, S2CID 121416910
  12. ^ Buss, Samuel R. (1998), "An introduction to proof theory", in Buss, Samuel R. (ed.), Handbook of Proof Theory, Studies in Logic and the Foundations of Mathematics, vol. 137, Elsevier, pp. 1–78, ISBN 978-0-08-053318-6. See in particular p. 3: "The study of Proof Theory is traditionally motivated by the problem of formalizing mathematical proofs; the original formulation of first-order logic by Frege [1879] was the first successful step in this direction."
  13. ^ Quine, Willard Van Orman (1961). "Two Dogmas of Empiricism" (PDF). Universität Zürich – Theologische Fakultät. p. 12. Retrieved October 20, 2019.
  14. ^ Cupillari, p. 20.
  15. ^ Cupillari, p. 46.
  16. ^ Examples of simple proofs by mathematical induction for all natural numbers
  17. ^ Proof by induction February 18, 2012, at the Wayback Machine, University of Warwick Glossary of Mathematical Terminology
  18. ^ See Four color theorem#Simplification and verification.
  19. ^ Davis, Philip J. (1972), "Fidelity in Mathematical Discourse: Is One and One Really Two?" American Mathematical Monthly 79:252–63.
  20. ^ Fallis, Don (1997), "The Epistemic Status of Probabilistic Proof." Journal of Philosophy 94:165–86.
  21. ^ "in number theory and commutative algebra... in particular the statistical proof of the lemma." [1]
  22. ^ "Whether constant π (i.e., pi) is normal is a confusing problem without any strict theoretical demonstration except for some statistical proof"" (Derogatory use.)[2]
  23. ^ "these observations suggest a statistical proof of Goldbach's conjecture with very quickly vanishing probability of failure for large E" [3]
  24. ^ Mumford, David B.; Series, Caroline; Wright, David (2002). Indra's Pearls: The Vision of Felix Klein. Cambridge University Press. ISBN 978-0-521-35253-6. What to do with the pictures? Two thoughts surfaced: the first was that they were unpublishable in the standard way, there were no theorems only very suggestive pictures. They furnished convincing evidence for many conjectures and lures to further exploration, but theorems were coins of the realm and the conventions of that day dictated that journals only published theorems.
  25. ^ . Archived from the original on February 15, 2009. Mandelbrot, working at the IBM Research Laboratory, did some computer simulations for these sets on the reasonable assumption that, if you wanted to prove something, it might be helpful to know the answer ahead of time.
  26. ^ Lesmoir-Gordon, Nigel (2000). Introducing Fractal Geometry. Icon Books. ISBN 978-1-84046-123-7. ...brought home again to Benoit [Mandelbrot] that there was a 'mathematics of the eye', that visualization of a problem was as valid a method as any for finding a solution. Amazingly, he found himself alone with this conjecture. The teaching of mathematics in France was dominated by a handful of dogmatic mathematicians hiding behind the pseudonym 'Bourbaki'...
  27. ^ Herbst, Patricio G. (2002). "Establishing a Custom of Proving in American School Geometry: Evolution of the Two-Column Proof in the Early Twentieth Century" (PDF). Educational Studies in Mathematics. 49 (3): 283–312. doi:10.1023/A:1020264906740. hdl:2027.42/42653. S2CID 23084607.
  28. ^ Dr. Fisher Burns. "Introduction to the Two-Column Proof". onemathematicalcat.org. Retrieved October 15, 2009.
  29. ^ "Mathematical Proofs: An Introduction to Logical Reasoning | Stanford University - KeepNotes". keepnotes.com. Retrieved October 16, 2023.

Further reading Edit

External links Edit

  •   Media related to Mathematical proof at Wikimedia Commons
  • Proofs in Mathematics: Simple, Charming and Fallacious
  • A lesson about proofs, in a course from Wikiversity

mathematical, proof, mathematical, proof, deductive, argument, mathematical, statement, showing, that, stated, assumptions, logically, guarantee, conclusion, argument, other, previously, established, statements, such, theorems, every, proof, principle, constru. A mathematical proof is a deductive argument for a mathematical statement showing that the stated assumptions logically guarantee the conclusion The argument may use other previously established statements such as theorems but every proof can in principle be constructed using only certain basic or original assumptions known as axioms 2 3 4 along with the accepted rules of inference Proofs are examples of exhaustive deductive reasoning which establish logical certainty to be distinguished from empirical arguments or non exhaustive inductive reasoning which establish reasonable expectation Presenting many cases in which the statement holds is not enough for a proof which must demonstrate that the statement is true in all possible cases A proposition that has not been proved but is believed to be true is known as a conjecture or a hypothesis if frequently used as an assumption for further mathematical work P Oxy 29 one of the oldest surviving fragments of Euclid s Elements a textbook used for millennia to teach proof writing techniques The diagram accompanies Book II Proposition 5 1 Proofs employ logic expressed in mathematical symbols along with natural language which usually admits some ambiguity In most mathematical literature proofs are written in terms of rigorous informal logic Purely formal proofs written fully in symbolic language without the involvement of natural language are considered in proof theory The distinction between formal and informal proofs has led to much examination of current and historical mathematical practice quasi empiricism in mathematics and so called folk mathematics oral traditions in the mainstream mathematical community or in other cultures The philosophy of mathematics is concerned with the role of language and logic in proofs and mathematics as a language Contents 1 History and etymology 2 Nature and purpose 3 Methods of proof 3 1 Direct proof 3 2 Proof by mathematical induction 3 3 Proof by contraposition 3 4 Proof by contradiction 3 5 Proof by construction 3 6 Proof by exhaustion 3 7 Probabilistic proof 3 8 Combinatorial proof 3 9 Nonconstructive proof 3 10 Statistical proofs in pure mathematics 3 11 Computer assisted proofs 4 Undecidable statements 5 Heuristic mathematics and experimental mathematics 6 Related concepts 6 1 Visual proof 6 2 Elementary proof 6 3 Two column proof 6 4 Colloquial use of mathematical proof 6 5 Statistical proof using data 6 6 Inductive logic proofs and Bayesian analysis 6 7 Proofs as mental objects 6 8 Influence of mathematical proof methods outside mathematics 7 Ending a proof 8 See also 9 References 10 Further reading 11 External linksHistory and etymology EditSee also History of logic The word proof comes from the Latin probare to test Related modern words are English probe probation and probability Spanish probar to smell or taste or sometimes touch or test 5 Italian provare to try and German probieren to try The legal term probity means authority or credibility the power of testimony to prove facts when given by persons of reputation or status 6 Plausibility arguments using heuristic devices such as pictures and analogies preceded strict mathematical proof 7 It is likely that the idea of demonstrating a conclusion first arose in connection with geometry which originated in practical problems of land measurement 8 The development of mathematical proof is primarily the product of ancient Greek mathematics and one of its greatest achievements 9 Thales 624 546 BCE and Hippocrates of Chios c 470 410 BCE gave some of the first known proofs of theorems in geometry Eudoxus 408 355 BCE and Theaetetus 417 369 BCE formulated theorems but did not prove them Aristotle 384 322 BCE said definitions should describe the concept being defined in terms of other concepts already known Mathematical proof was revolutionized by Euclid 300 BCE who introduced the axiomatic method still in use today It starts with undefined terms and axioms propositions concerning the undefined terms which are assumed to be self evidently true from Greek axios something worthy From this basis the method proves theorems using deductive logic Euclid s book the Elements was read by anyone who was considered educated in the West until the middle of the 20th century 10 In addition to theorems of geometry such as the Pythagorean theorem the Elements also covers number theory including a proof that the square root of two is irrational and a proof that there are infinitely many prime numbers Further advances also took place in medieval Islamic mathematics In the 10th century CE the Iraqi mathematician Al Hashimi worked with numbers as such called lines but not necessarily considered as measurements of geometric objects to prove algebraic propositions concerning multiplication division etc including the existence of irrational numbers 11 An inductive proof for arithmetic sequences was introduced in the Al Fakhri 1000 by Al Karaji who used it to prove the binomial theorem and properties of Pascal s triangle Modern proof theory treats proofs as inductively defined data structures not requiring an assumption that axioms are true in any sense This allows parallel mathematical theories as formal models of a given intuitive concept based on alternate sets of axioms for example Axiomatic set theory and Non Euclidean geometry Nature and purpose EditAs practiced a proof is expressed in natural language and is a rigorous argument intended to convince the audience of the truth of a statement The standard of rigor is not absolute and has varied throughout history A proof can be presented differently depending on the intended audience To gain acceptance a proof has to meet communal standards of rigor an argument considered vague or incomplete may be rejected The concept of proof is formalized in the field of mathematical logic 12 A formal proof is written in a formal language instead of natural language A formal proof is a sequence of formulas in a formal language starting with an assumption and with each subsequent formula a logical consequence of the preceding ones This definition makes the concept of proof amenable to study Indeed the field of proof theory studies formal proofs and their properties the most famous and surprising being that almost all axiomatic systems can generate certain undecidable statements not provable within the system The definition of a formal proof is intended to capture the concept of proofs as written in the practice of mathematics The soundness of this definition amounts to the belief that a published proof can in principle be converted into a formal proof However outside the field of automated proof assistants this is rarely done in practice A classic question in philosophy asks whether mathematical proofs are analytic or synthetic Kant who introduced the analytic synthetic distinction believed mathematical proofs are synthetic whereas Quine argued in his 1951 Two Dogmas of Empiricism that such a distinction is untenable 13 Proofs may be admired for their mathematical beauty The mathematician Paul Erdos was known for describing proofs which he found to be particularly elegant as coming from The Book a hypothetical tome containing the most beautiful method s of proving each theorem The book Proofs from THE BOOK published in 2003 is devoted to presenting 32 proofs its editors find particularly pleasing Methods of proof EditDirect proof Edit Main article Direct proof In direct proof the conclusion is established by logically combining the axioms definitions and earlier theorems 14 For example direct proof can be used to prove that the sum of two even integers is always even Consider two even integers x and y Since they are even they can be written as x 2a and y 2b respectively for some integers a and b Then the sum is x y 2a 2b 2 a b Therefore x y has 2 as a factor and by definition is even Hence the sum of any two even integers is even This proof uses the definition of even integers the integer properties of closure under addition and multiplication and the distributive property Proof by mathematical induction Edit Main article Mathematical induction Despite its name mathematical induction is a method of deduction not a form of inductive reasoning In proof by mathematical induction a single base case is proved and an induction rule is proved that establishes that any arbitrary case implies the next case Since in principle the induction rule can be applied repeatedly starting from the proved base case it follows that all usually infinitely many cases are provable 15 This avoids having to prove each case individually A variant of mathematical induction is proof by infinite descent which can be used for example to prove the irrationality of the square root of two A common application of proof by mathematical induction is to prove that a property known to hold for one number holds for all natural numbers 16 Let N 1 2 3 4 be the set of natural numbers and let P n be a mathematical statement involving the natural number n belonging to N such that i P 1 is true i e P n is true for n 1 ii P n 1 is true whenever P n is true i e P n is true implies that P n 1 is true Then P n is true for all natural numbers n For example we can prove by induction that all positive integers of the form 2n 1 are odd Let P n represent 2n 1 is odd i For n 1 2n 1 2 1 1 1 and 1 is odd since it leaves a remainder of 1 when divided by 2 Thus P 1 is true ii For any n if 2n 1 is odd P n then 2n 1 2 must also be odd because adding 2 to an odd number results in an odd number But 2n 1 2 2n 1 2 n 1 1 so 2 n 1 1 is odd P n 1 So P n implies P n 1 Thus 2n 1 is odd for all positive integers n The shorter phrase proof by induction is often used instead of proof by mathematical induction 17 Proof by contraposition Edit Main article Contraposition Proof by contraposition infers the statement if p then q by establishing the logically equivalent contrapositive statement if not q then not p For example contraposition can be used to establish that given an integer x displaystyle x nbsp if x 2 displaystyle x 2 nbsp is even then x displaystyle x nbsp is even Suppose x displaystyle x nbsp is not even Then x displaystyle x nbsp is odd The product of two odd numbers is odd hence x 2 x x displaystyle x 2 x cdot x nbsp is odd Thus x 2 displaystyle x 2 nbsp is not even Thus if x 2 displaystyle x 2 nbsp is even the supposition must be false so x displaystyle x nbsp has to be even Proof by contradiction Edit Main article Proof by contradiction In proof by contradiction also known by the Latin phrase reductio ad absurdum by reduction to the absurd it is shown that if some statement is assumed true a logical contradiction occurs hence the statement must be false A famous example involves the proof that 2 displaystyle sqrt 2 nbsp is an irrational number Suppose that 2 displaystyle sqrt 2 nbsp were a rational number Then it could be written in lowest terms as 2 a b displaystyle sqrt 2 a over b nbsp where a and b are non zero integers with no common factor Thus b 2 a displaystyle b sqrt 2 a nbsp Squaring both sides yields 2b2 a2 Since the expression on the left is an integer multiple of 2 the right expression is by definition divisible by 2 That is a2 is even which implies that a must also be even as seen in the proposition above in Proof by contraposition So we can write a 2c where c is also an integer Substitution into the original equation yields 2b2 2c 2 4c2 Dividing both sides by 2 yields b2 2c2 But then by the same argument as before 2 divides b2 so b must be even However if a and b are both even they have 2 as a common factor This contradicts our previous statement that a and b have no common factor so we must conclude that 2 displaystyle sqrt 2 nbsp is an irrational number To paraphrase if one could write 2 displaystyle sqrt 2 nbsp as a fraction this fraction could never be written in lowest terms since 2 could always be factored from numerator and denominator Proof by construction Edit Main article Proof by construction Proof by construction or proof by example is the construction of a concrete example with a property to show that something having that property exists Joseph Liouville for instance proved the existence of transcendental numbers by constructing an explicit example It can also be used to construct a counterexample to disprove a proposition that all elements have a certain property Proof by exhaustion Edit Main article Proof by exhaustion In proof by exhaustion the conclusion is established by dividing it into a finite number of cases and proving each one separately The number of cases sometimes can become very large For example the first proof of the four color theorem was a proof by exhaustion with 1 936 cases This proof was controversial because the majority of the cases were checked by a computer program not by hand The shortest known proof of the four color theorem as of 2011 update still has over 600 cases 18 Probabilistic proof Edit Main article Probabilistic method A probabilistic proof is one in which an example is shown to exist with certainty by using methods of probability theory Probabilistic proof like proof by construction is one of many ways to prove existence theorems In the probabilistic method one seeks an object having a given property starting with a large set of candidates One assigns a certain probability for each candidate to be chosen and then proves that there is a non zero probability that a chosen candidate will have the desired property This does not specify which candidates have the property but the probability could not be positive without at least one A probabilistic proof is not to be confused with an argument that a theorem is probably true a plausibility argument The work on the Collatz conjecture shows how far plausibility is from genuine proof While most mathematicians do not think that probabilistic evidence for the properties of a given object counts as a genuine mathematical proof a few mathematicians and philosophers have argued that at least some types of probabilistic evidence such as Rabin s probabilistic algorithm for testing primality are as good as genuine mathematical proofs 19 20 Combinatorial proof Edit Main article Combinatorial proof A combinatorial proof establishes the equivalence of different expressions by showing that they count the same object in different ways Often a bijection between two sets is used to show that the expressions for their two sizes are equal Alternatively a double counting argument provides two different expressions for the size of a single set again showing that the two expressions are equal Nonconstructive proof Edit Main article Nonconstructive proof A nonconstructive proof establishes that a mathematical object with a certain property exists without explaining how such an object can be found Often this takes the form of a proof by contradiction in which the nonexistence of the object is proved to be impossible In contrast a constructive proof establishes that a particular object exists by providing a method of finding it The following famous example of a nonconstructive proof shows that there exist two irrational numbers a and b such that a b displaystyle a b nbsp is a rational number This proof uses that 2 displaystyle sqrt 2 nbsp is irrational an easy proof is known since Euclid but not that 2 2 displaystyle sqrt 2 sqrt 2 nbsp is irrational this is true but the proof is not elementary Either 2 2 displaystyle sqrt 2 sqrt 2 nbsp is a rational number and we are done take a b 2 displaystyle a b sqrt 2 nbsp or 2 2 displaystyle sqrt 2 sqrt 2 nbsp is irrational so we can write a 2 2 displaystyle a sqrt 2 sqrt 2 nbsp and b 2 displaystyle b sqrt 2 nbsp This then gives 2 2 2 2 2 2 displaystyle left sqrt 2 sqrt 2 right sqrt 2 sqrt 2 2 2 nbsp which is thus a rational number of the form a b displaystyle a b nbsp Statistical proofs in pure mathematics Edit Main article Statistical proof The expression statistical proof may be used technically or colloquially in areas of pure mathematics such as involving cryptography chaotic series and probabilistic number theory or analytic number theory 21 22 23 It is less commonly used to refer to a mathematical proof in the branch of mathematics known as mathematical statistics See also the Statistical proof using data section below Computer assisted proofs Edit Main article Computer assisted proof Until the twentieth century it was assumed that any proof could in principle be checked by a competent mathematician to confirm its validity 7 However computers are now used both to prove theorems and to carry out calculations that are too long for any human or team of humans to check the first proof of the four color theorem is an example of a computer assisted proof Some mathematicians are concerned that the possibility of an error in a computer program or a run time error in its calculations calls the validity of such computer assisted proofs into question In practice the chances of an error invalidating a computer assisted proof can be reduced by incorporating redundancy and self checks into calculations and by developing multiple independent approaches and programs Errors can never be completely ruled out in case of verification of a proof by humans either especially if the proof contains natural language and requires deep mathematical insight to uncover the potential hidden assumptions and fallacies involved Undecidable statements EditA statement that is neither provable nor disprovable from a set of axioms is called undecidable from those axioms One example is the parallel postulate which is neither provable nor refutable from the remaining axioms of Euclidean geometry Mathematicians have shown there are many statements that are neither provable nor disprovable in Zermelo Fraenkel set theory with the axiom of choice ZFC the standard system of set theory in mathematics assuming that ZFC is consistent see List of statements undecidable in ZFC Godel s first incompleteness theorem shows that many axiom systems of mathematical interest will have undecidable statements Heuristic mathematics and experimental mathematics EditMain article Experimental mathematics While early mathematicians such as Eudoxus of Cnidus did not use proofs from Euclid to the foundational mathematics developments of the late 19th and 20th centuries proofs were an essential part of mathematics 24 With the increase in computing power in the 1960s significant work began to be done investigating mathematical objects outside the proof theorem framework 25 in experimental mathematics Early pioneers of these methods intended the work ultimately to be embedded in a classical proof theorem framework e g the early development of fractal geometry 26 which was ultimately so embedded Related concepts EditVisual proof Edit Although not a formal proof a visual demonstration of a mathematical theorem is sometimes called a proof without words The left hand picture below is an example of a historic visual proof of the Pythagorean theorem in the case of the 3 4 5 triangle nbsp Visual proof for the 3 4 5 triangle as in the Zhoubi Suanjing 500 200 BCE nbsp Animated visual proof for the Pythagorean theorem by rearrangement nbsp A second animated proof of the Pythagorean theorem Some illusory visual proofs such as the missing square puzzle can be constructed in a way which appear to prove a supposed mathematical fact but only do so under the presence of tiny errors for example supposedly straight lines which actually bend slightly which are unnoticeable until the entire picture is closely examined with lengths and angles precisely measured or calculated Elementary proof Edit Main article Elementary proof An elementary proof is a proof which only uses basic techniques More specifically the term is used in number theory to refer to proofs that make no use of complex analysis For some time it was thought that certain theorems like the prime number theorem could only be proved using higher mathematics However over time many of these results have been reproved using only elementary techniques Two column proof Edit nbsp A two column proof published in 1913A particular way of organising a proof using two parallel columns is often used as a mathematical exercise in elementary geometry classes in the United States 27 The proof is written as a series of lines in two columns In each line the left hand column contains a proposition while the right hand column contains a brief explanation of how the corresponding proposition in the left hand column is either an axiom a hypothesis or can be logically derived from previous propositions The left hand column is typically headed Statements and the right hand column is typically headed Reasons 28 Colloquial use of mathematical proof Edit The expression mathematical proof is used by lay people to refer to using mathematical methods or arguing with mathematical objects such as numbers to demonstrate something about everyday life or when data used in an argument is numerical It is sometimes also used to mean a statistical proof below especially when used to argue from data Statistical proof using data Edit Main article Statistical proof Statistical proof from data refers to the application of statistics data analysis or Bayesian analysis to infer propositions regarding the probability of data While using mathematical proof to establish theorems in statistics it is usually not a mathematical proof in that the assumptions from which probability statements are derived require empirical evidence from outside mathematics to verify In physics in addition to statistical methods statistical proof can refer to the specialized mathematical methods of physics applied to analyze data in a particle physics experiment or observational study in physical cosmology Statistical proof may also refer to raw data or a convincing diagram involving data such as scatter plots when the data or diagram is adequately convincing without further analysis Inductive logic proofs and Bayesian analysis Edit Main articles Inductive logic and Bayesian analysis Proofs using inductive logic while considered mathematical in nature seek to establish propositions with a degree of certainty which acts in a similar manner to probability and may be less than full certainty Inductive logic should not be confused with mathematical induction Bayesian analysis uses Bayes theorem to update a person s assessment of likelihoods of hypotheses when new evidence or information is acquired Proofs as mental objects Edit Main articles Psychologism and Language of thought Psychologism views mathematical proofs as psychological or mental objects Mathematician philosophers such as Leibniz Frege and Carnap have variously criticized this view and attempted to develop a semantics for what they considered to be the language of thought whereby standards of mathematical proof might be applied to empirical science 29 Influence of mathematical proof methods outside mathematics Edit Philosopher mathematicians such as Spinoza have attempted to formulate philosophical arguments in an axiomatic manner whereby mathematical proof standards could be applied to argumentation in general philosophy Other mathematician philosophers have tried to use standards of mathematical proof and reason without empiricism to arrive at statements outside of mathematics but having the certainty of propositions deduced in a mathematical proof such as Descartes cogito argument Ending a proof EditMain article Q E D Sometimes the abbreviation Q E D is written to indicate the end of a proof This abbreviation stands for quod erat demonstrandum which is Latin for that which was to be demonstrated A more common alternative is to use a square or a rectangle such as or known as a tombstone or halmos after its eponym Paul Halmos Often which was to be shown is verbally stated when writing QED or during an oral presentation Unicode explicitly provides the end of proof character U 220E 220E hex 8718 dec See also Edit nbsp Philosophy portal nbsp Mathematics portalAutomated theorem proving Invalid proof List of incomplete proofs List of long proofs List of mathematical proofs Nonconstructive proof Proof by intimidation Termination analysis Thought experiment What the Tortoise Said to Achilles Zero knowledge proofReferences Edit Bill Casselman One of the Oldest Extant Diagrams from Euclid University of British Columbia Retrieved September 26 2008 Clapham C amp Nicholson J N The Concise Oxford Dictionary of Mathematics Fourth edition A statement whose truth is either to be taken as self evident or to be assumed Certain areas of mathematics involve choosing a set of axioms and discovering what results can be derived from them providing proofs for the theorems that are obtained Cupillari Antonella 2005 2001 The Nuts and Bolts of Proofs An Introduction to Mathematical Proofs Third ed Academic Press p 3 ISBN 978 0 12 088509 1 Gossett Eric July 2009 Discrete Mathematics with Proof John Wiley amp Sons p 86 ISBN 978 0470457931 Definition 3 1 Proof An Informal Definition proof New Shorter Oxford English Dictionary 1993 OUP Oxford Hacking Ian 1984 1975 The Emergence of Probability A Philosophical Study of Early Ideas about Probability Induction and Statistical Inference Cambridge University Press ISBN 978 0 521 31803 7 a b The History and Concept of Mathematical Proof Steven G Krantz 1 February 5 2007 Kneale William Kneale Martha May 1985 1962 The development of logic New ed Oxford University Press p 3 ISBN 978 0 19 824773 9 Moutsios Rentzos Andreas Spyrou Panagiotis February 2015 The genesis of proof in ancient Greece The pedagogical implications of a Husserlian reading Archive ouverte HAL Retrieved October 20 2019 Eves Howard W January 1990 1962 An Introduction to the History of Mathematics Saunders Series 6th ed Brooks Cole p 141 ISBN 978 0030295584 No work except The Bible has been more widely used Matvievskaya Galina 1987 The Theory of Quadratic Irrationals in Medieval Oriental Mathematics Annals of the New York Academy of Sciences 500 1 253 77 260 Bibcode 1987NYASA 500 253M doi 10 1111 j 1749 6632 1987 tb37206 x S2CID 121416910 Buss Samuel R 1998 An introduction to proof theory in Buss Samuel R ed Handbook of Proof Theory Studies in Logic and the Foundations of Mathematics vol 137 Elsevier pp 1 78 ISBN 978 0 08 053318 6 See in particular p 3 The study of Proof Theory is traditionally motivated by the problem of formalizing mathematical proofs the original formulation of first order logic by Frege 1879 was the first successful step in this direction Quine Willard Van Orman 1961 Two Dogmas of Empiricism PDF Universitat Zurich Theologische Fakultat p 12 Retrieved October 20 2019 Cupillari p 20 Cupillari p 46 Examples of simple proofs by mathematical induction for all natural numbers Proof by induction Archived February 18 2012 at the Wayback Machine University of Warwick Glossary of Mathematical Terminology See Four color theorem Simplification and verification Davis Philip J 1972 Fidelity in Mathematical Discourse Is One and One Really Two American Mathematical Monthly 79 252 63 Fallis Don 1997 The Epistemic Status of Probabilistic Proof Journal of Philosophy 94 165 86 in number theory and commutative algebra in particular the statistical proof of the lemma 1 Whether constant p i e pi is normal is a confusing problem without any strict theoretical demonstration except for some statistical proof Derogatory use 2 these observations suggest a statistical proof of Goldbach s conjecture with very quickly vanishing probability of failure for large E 3 Mumford David B Series Caroline Wright David 2002 Indra s Pearls The Vision of Felix Klein Cambridge University Press ISBN 978 0 521 35253 6 What to do with the pictures Two thoughts surfaced the first was that they were unpublishable in the standard way there were no theorems only very suggestive pictures They furnished convincing evidence for many conjectures and lures to further exploration but theorems were coins of the realm and the conventions of that day dictated that journals only published theorems A Note on the History of Fractals Archived from the original on February 15 2009 Mandelbrot working at the IBM Research Laboratory did some computer simulations for these sets on the reasonable assumption that if you wanted to prove something it might be helpful to know the answer ahead of time Lesmoir Gordon Nigel 2000 Introducing Fractal Geometry Icon Books ISBN 978 1 84046 123 7 brought home again to Benoit Mandelbrot that there was a mathematics of the eye that visualization of a problem was as valid a method as any for finding a solution Amazingly he found himself alone with this conjecture The teaching of mathematics in France was dominated by a handful of dogmatic mathematicians hiding behind the pseudonym Bourbaki Herbst Patricio G 2002 Establishing a Custom of Proving in American School Geometry Evolution of the Two Column Proof in the Early Twentieth Century PDF Educational Studies in Mathematics 49 3 283 312 doi 10 1023 A 1020264906740 hdl 2027 42 42653 S2CID 23084607 Dr Fisher Burns Introduction to the Two Column Proof onemathematicalcat org Retrieved October 15 2009 Mathematical Proofs An Introduction to Logical Reasoning Stanford University KeepNotes keepnotes com Retrieved October 16 2023 Further reading EditPolya G 1954 Mathematics and Plausible Reasoning Princeton University Press hdl 2027 mdp 39015008206248 ISBN 9780691080055 Fallis Don 2002 What Do Mathematicians Want Probabilistic Proofs and the Epistemic Goals of Mathematicians Logique et Analyse 45 373 88 Franklin J Daoud A 2011 Proof in Mathematics An Introduction Kew Books ISBN 978 0 646 54509 7 Gold Bonnie Simons Rogers A 2008 Proof and Other Dilemmas Mathematics and Philosophy MAA Solow D 2004 How to Read and Do Proofs An Introduction to Mathematical Thought Processes Wiley ISBN 978 0 471 68058 1 Velleman D 2006 How to Prove It A Structured Approach Cambridge University Press ISBN 978 0 521 67599 4 Hammack Richard 2018 Book of Proof ISBN 978 0 9894721 3 5 External links Edit nbsp Wikiquote has quotations related to Mathematical proof nbsp Look up proof in Wiktionary the free dictionary nbsp Media related to Mathematical proof at Wikimedia Commons Proofs in Mathematics Simple Charming and Fallacious A lesson about proofs in a course from Wikiversity Retrieved from https en wikipedia org w index php title Mathematical proof amp oldid 1180413718, wikipedia, wiki, book, books, library,

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