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In [[formal language theory]], the '''Chomsky–Schützenberger theorem''' is either of two different theorems derived by [[Noam Chomsky]] and [[Marcel-Paul Schützenberger]].


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One of the two theorems is a statement about the number of words of a given length generated by an [[ambiguous grammar|unambiguous context-free grammar]]. The theorem provides an unexpected link between the theory of [[formal languages]] and [[abstract algebra]].
 
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</ul>


== f Ray Ban Okulary Przeciwsłoneczne Damskie ==
The other theorem, which bears the same name ([[#CITEREFHotzKretschmer1989|Hotz & Kretschmer 1989]]), is a statement about representing a given [[context-free language]] in terms of two simpler languages. These two simpler languages, namely a [[regular language]] and a [[Dyck language]], are combined by means of an [[intersection (set theory)|intersection]] and a [[Homomorphism#Homomorphisms_and_e-free_homomorphisms_in_formal_language_theory|homomorphism]].


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==Statement of the theorem about counting words==
 
In order to state the theorem, a few notions from algebra and formal language theory are needed.  
  <li>[http://www.dailyqr.com/blog_entry.php?user=1020222&blogentry_id=18259398 http://www.dailyqr.com/blog_entry.php?user=1020222&blogentry_id=18259398]</li>
 
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</ul>


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A ''power series'' over <math>\mathbb{N}</math> is an [[infinite series]] of the form
:<math>f = f(x) = \sum_{k=0}^\infty a_k x^k = a_0 + a_1 x^1 + a_2 x^2 + a_3 x^3 + \cdots</math>
with coefficients <math>a_k</math> in <math>\mathbb{N}</math>. The ''multiplication'' of two formal [[power series]] <math>f</math> and <math>g</math> is defined in the expected way as the [[convolution]] of the sequences <math>a_n</math> and <math>b_n</math>:


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:<math>f(x)\cdot g(x) = \sum_{k=0}^\infty \left(\sum_{i=0}^k a_i b_{k-i}\right) x^k.</math>
 
 
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In particular, we write <math>f^2 = f(x)\cdot f(x)</math>, <math>f^3 = f(x)\cdot f(x)\cdot f(x)</math>, and so on. In analogy to [[algebraic numbers]], a power series <math>f(x)</math> is called ''algebraic'' over <math>\mathbb{Q}(x)</math>, if there exists a finite set of polynomials <math>p_0(x), p_1(x), p_2(x), \ldots , p_n(x)</math> each with [[rational number|rational]] coefficients such that
    
 
  <li>[http://www.observatoiredesreligions.fr/spip.php?article8 http://www.observatoiredesreligions.fr/spip.php?article8]</li>
:<math>p_0(x) + p_1(x) \cdot f + p_2(x)\cdot f^2 + \cdots + p_n(x)\cdot f^n = 0.</math>
    
 
  <li>[http://bxl.indymedia.org/spip.php?article1671&lang=nl/ http://bxl.indymedia.org/spip.php?article1671&lang=nl/]</li>
A context-free grammar is said to be ''unambiguous'' if every [[string (computer science)|string]] generated by the grammar admits a unique parse tree,
    
or, equivalently, only one [[leftmost derivation]].
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Having established the necessary notions, the theorem is stated as follows.  
    
 
  <li>[http://www.m-shell.net/framehelper.aspx?g=posts&t=509556 http://www.m-shell.net/framehelper.aspx?g=posts&t=509556]</li>
:'''Chomsky&ndash;Schützenberger theorem'''. If <math>L</math> is a [[context-free language]] admitting an unambiguous context-free grammar, and <math>a_k := | L \ \cap \Sigma^k |</math> is the number of words of length <math>k</math> in <math>L</math>, then <math>\sum_{k = 0}^\infty a_k x^k</math> is a power series over <math>\mathbb{N}</math> that is algebraic over <math>\mathbb{Q}(x)</math>.
    
 
  </ul>
Proofs of this theorem are given by {{harvtxt|Kuich|Salomaa|1985}}, and by {{harvtxt|Panholzer|2005}}.
 
==Statement of the theorem about representing context-free languages==
Also for the other theorem bearing this name, a few notions from formal language theory are in order. A context-free language is ''[[regular language|regular]]'', if can be described by a [[regular expression]], or, equivalently, if it is accepted by a [[deterministic finite automaton|finite automaton]]. A homomorphism is based on a function <math>h</math> which maps symbols from an alphabet <math>\Gamma</math> to words over another alphabet <math>\Sigma</math>; If the domain of this function is extended to words over <math>\Gamma</math> in the natural way, by letting <math>h(xy)=h(x)h(y)</math> for all words <math>x</math> and <math>y</math>, this yields a ''[[Homomorphism#Homomorphisms_and_e-free_homomorphisms_in_formal_language_theory|homomorphism]]'' <math>h:\Gamma^*\to \Sigma^*</math>. A ''matched alphabet'' <math>T \cup \overline T</math> is an alphabet with two equal-sized sets; it is convenient to think of it as a set of parentheses types, where <math>T</math> contains the opening parenthesis symbols, whereas the symbols in <math>\overline T</math> contains the closing parenthesis symbols. For a matched alphabet <math>T \cup \overline T</math>, the ''[[Dyck language]]'' <math>D_T</math> is given by
:<math>D_T = \{\,w \in (T \cup \overline T)^* \mid w \text{ is a correctly nested sequence of parentheses} \,\} </math>
words that are well-nested parentheses over <math>T \cup \overline T</math>.
 
:'''Chomsky&ndash;Schützenberger theorem'''. A language ''L'' over the alphabet <math>\Sigma</math> is context-free if and only if there exists
:* a matched alphabet <math>T \cup \overline T</math>
:* a regular language <math>R</math> over <math>T \cup \overline T</math>,
:* and a homomorphism <math>h : (T \cup \overline T)^* \to \Sigma^*</math>
:such that <math>L = h(D_T \cap R)</math>.
 
Proofs of this theorem are given by [[#CITEREFHotzKretschmer1989|Hotz & Kretschmer (1989)]] and [[#CITEREFAutebertBerstelBoasson1997|Autebert, Berstel & Boasson (1997)]].
 
==Bibliography==
{{Refbegin|2|indent=yes}}
:{{Cite book
  |last1= Autebert  |first1= Jean-Michel  |last2= Berstel  |first2= Jean
  |last3= Boasson  |first3= Luc  |year= 1997
  |chapter= Context-Free Languages and Push-Down Automata
  |chapterurl= http://www-igm.univ-mlv.fr/~berstel/Articles/1997CFLPDA.pdf
  |title= ''In G. Rozenberg and A. Salomaa, eds.,'' Handbook of Formal Languages, Vol.&nbsp;1: Word, Language, Grammar ''(pp.&nbsp;[http://books.google.co.uk/books?id=yQ59ojndUt4C&pg=PA111 111&ndash;174])''
  |location= Berlin  |publisher= [[Springer-Verlag]]
   |isbn= 3-540-60420-0  |ref= harv }}
:{{Cite journal
  |last1= Chomsky  |first1= Noam  |author1-link= Noam Chomsky
  |last2= Schützenberger  |first2= Marcel-Paul  |author2-link= Marcel-Paul Schützenberger  |year= 1963
  |chapter= The Algebraic Theory of Context-Free Languages
  |chapterurl= http://www-igm.univ-mlv.fr/~berstel/Mps/Travaux/A/1963-7ChomskyAlgebraic.pdf
   |title= ''In P. Braffort and D. Hirschberg, eds.,'' Computer Programming and Formal Systems ''(pp.&nbsp;118&ndash;161)''
  |location= Amsterdam  |publisher= North-Holland
  |isbn=  |ref= harv }}
:{{Cite book
  |last1= Flajolet  |first1= Philippe  |author1-link= Philippe Flajolet
  |last2= Sedgewick  |first2= Robert  |author2-link= Robert Sedgewick (computer scientist)  |year= 2009
   |title= Analytic Combinatorics
  |url= http://algo.inria.fr/flajolet/Publications/book.pdf
  |location= Cambridge  |publisher= [[Cambridge University Press]]
   |isbn= 978-0-521-89806-5  |ref= harv }}
:{{Cite journal
  |last1= Hotz  |first1= G. |last2= Kretschmer  |first2= T. |year= 1989
  |title= The power of the Greibach normal form
  |journal= [[Elektronische Informationsverarbeitung und Kybernetik]]  |volume= 25  |number= 10  |pages= 507–512
  |jstor=   |ref= harv }}
:{{Cite book
  |last1= Kuich  |first1= Werner  |last2= Salomaa  |first2= Arto  |author2-link= Arto Salomaa  |year= 1985
  |title= Semirings, Automata, Languages
  |location= Berlin  |publisher= [[Springer-Verlag]]
  |isbn= 978-3-642-69961-0  |ref= harv }}
:{{Cite journal
  |last= Panholzer  |first= Alois  |year= 2005
   |title= Gröbner Bases and the Defining Polynomial of a Context-free Grammar Generating Function
  |journal= [[Journal of Automata, Languages and Combinatorics]]  |volume= 10 |number=  |pages= 79&ndash;97
  |jstor=  |ref= harv }}
{{Refend}}
 
{{DEFAULTSORT:Chomsky-Schutzenberger theorem}}
[[Category:Noam Chomsky]]
[[Category:Formal languages]]
[[Category:Theorems in discrete mathematics]]

Latest revision as of 22:00, 3 February 2014

In formal language theory, the Chomsky–Schützenberger theorem is either of two different theorems derived by Noam Chomsky and Marcel-Paul Schützenberger.

One of the two theorems is a statement about the number of words of a given length generated by an unambiguous context-free grammar. The theorem provides an unexpected link between the theory of formal languages and abstract algebra.

The other theorem, which bears the same name (Hotz & Kretschmer 1989), is a statement about representing a given context-free language in terms of two simpler languages. These two simpler languages, namely a regular language and a Dyck language, are combined by means of an intersection and a homomorphism.

Statement of the theorem about counting words

In order to state the theorem, a few notions from algebra and formal language theory are needed.

A power series over is an infinite series of the form

with coefficients in . The multiplication of two formal power series and is defined in the expected way as the convolution of the sequences and :

In particular, we write , , and so on. In analogy to algebraic numbers, a power series is called algebraic over , if there exists a finite set of polynomials each with rational coefficients such that

A context-free grammar is said to be unambiguous if every string generated by the grammar admits a unique parse tree, or, equivalently, only one leftmost derivation. Having established the necessary notions, the theorem is stated as follows.

Chomsky–Schützenberger theorem. If is a context-free language admitting an unambiguous context-free grammar, and is the number of words of length in , then is a power series over that is algebraic over .

Proofs of this theorem are given by Template:Harvtxt, and by Template:Harvtxt.

Statement of the theorem about representing context-free languages

Also for the other theorem bearing this name, a few notions from formal language theory are in order. A context-free language is regular, if can be described by a regular expression, or, equivalently, if it is accepted by a finite automaton. A homomorphism is based on a function which maps symbols from an alphabet to words over another alphabet ; If the domain of this function is extended to words over in the natural way, by letting for all words and , this yields a homomorphism . A matched alphabet is an alphabet with two equal-sized sets; it is convenient to think of it as a set of parentheses types, where contains the opening parenthesis symbols, whereas the symbols in contains the closing parenthesis symbols. For a matched alphabet , the Dyck language is given by

words that are well-nested parentheses over .

Chomsky–Schützenberger theorem. A language L over the alphabet is context-free if and only if there exists
such that .

Proofs of this theorem are given by Hotz & Kretschmer (1989) and Autebert, Berstel & Boasson (1997).

Bibliography

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20 year-old Real Estate Agent Rusty from Saint-Paul, has hobbies and interests which includes monopoly, property developers in singapore and poker. Will soon undertake a contiki trip that may include going to the Lower Valley of the Omo.

My blog: http://www.primaboinca.com/view_profile.php?userid=5889534
One of the biggest reasons investing in a Singapore new launch is an effective things is as a result of it is doable to be lent massive quantities of money at very low interest rates that you should utilize to purchase it. Then, if property values continue to go up, then you'll get a really high return on funding (ROI). Simply make sure you purchase one of the higher properties, reminiscent of the ones at Fernvale the Riverbank or any Singapore landed property Get Earnings by means of Renting

In its statement, the singapore property listing - website link, government claimed that the majority citizens buying their first residence won't be hurt by the new measures. Some concessions can even be prolonged to chose teams of consumers, similar to married couples with a minimum of one Singaporean partner who are purchasing their second property so long as they intend to promote their first residential property. Lower the LTV limit on housing loans granted by monetary establishments regulated by MAS from 70% to 60% for property purchasers who are individuals with a number of outstanding housing loans on the time of the brand new housing purchase. Singapore Property Measures - 30 August 2010 The most popular seek for the number of bedrooms in Singapore is 4, followed by 2 and three. Lush Acres EC @ Sengkang

Discover out more about real estate funding in the area, together with info on international funding incentives and property possession. Many Singaporeans have been investing in property across the causeway in recent years, attracted by comparatively low prices. However, those who need to exit their investments quickly are likely to face significant challenges when trying to sell their property – and could finally be stuck with a property they can't sell. Career improvement programmes, in-house valuation, auctions and administrative help, venture advertising and marketing, skilled talks and traisning are continuously planned for the sales associates to help them obtain better outcomes for his or her shoppers while at Knight Frank Singapore. No change Present Rules

Extending the tax exemption would help. The exemption, which may be as a lot as $2 million per family, covers individuals who negotiate a principal reduction on their existing mortgage, sell their house short (i.e., for lower than the excellent loans), or take part in a foreclosure course of. An extension of theexemption would seem like a common-sense means to assist stabilize the housing market, but the political turmoil around the fiscal-cliff negotiations means widespread sense could not win out. Home Minority Chief Nancy Pelosi (D-Calif.) believes that the mortgage relief provision will be on the table during the grand-cut price talks, in response to communications director Nadeam Elshami. Buying or promoting of blue mild bulbs is unlawful.

A vendor's stamp duty has been launched on industrial property for the primary time, at rates ranging from 5 per cent to 15 per cent. The Authorities might be trying to reassure the market that they aren't in opposition to foreigners and PRs investing in Singapore's property market. They imposed these measures because of extenuating components available in the market." The sale of new dual-key EC models will even be restricted to multi-generational households only. The models have two separate entrances, permitting grandparents, for example, to dwell separately. The vendor's stamp obligation takes effect right this moment and applies to industrial property and plots which might be offered inside three years of the date of buy. JLL named Best Performing Property Brand for second year running

The data offered is for normal info purposes only and isn't supposed to be personalised investment or monetary advice. Motley Fool Singapore contributor Stanley Lim would not personal shares in any corporations talked about. Singapore private home costs increased by 1.eight% within the fourth quarter of 2012, up from 0.6% within the earlier quarter. Resale prices of government-built HDB residences which are usually bought by Singaporeans, elevated by 2.5%, quarter on quarter, the quickest acquire in five quarters. And industrial property, prices are actually double the levels of three years ago. No withholding tax in the event you sell your property. All your local information regarding vital HDB policies, condominium launches, land growth, commercial property and more

There are various methods to go about discovering the precise property. Some local newspapers (together with the Straits Instances ) have categorised property sections and many local property brokers have websites. Now there are some specifics to consider when buying a 'new launch' rental. Intended use of the unit Every sale begins with 10 p.c low cost for finish of season sale; changes to 20 % discount storewide; follows by additional reduction of fiftyand ends with last discount of 70 % or extra. Typically there is even a warehouse sale or transferring out sale with huge mark-down of costs for stock clearance. Deborah Regulation from Expat Realtor shares her property market update, plus prime rental residences and houses at the moment available to lease Esparina EC @ Sengkang
20 year-old Real Estate Agent Rusty from Saint-Paul, has hobbies and interests which includes monopoly, property developers in singapore and poker. Will soon undertake a contiki trip that may include going to the Lower Valley of the Omo.

My blog: http://www.primaboinca.com/view_profile.php?userid=5889534
One of the biggest reasons investing in a Singapore new launch is an effective things is as a result of it is doable to be lent massive quantities of money at very low interest rates that you should utilize to purchase it. Then, if property values continue to go up, then you'll get a really high return on funding (ROI). Simply make sure you purchase one of the higher properties, reminiscent of the ones at Fernvale the Riverbank or any Singapore landed property Get Earnings by means of Renting

In its statement, the singapore property listing - website link, government claimed that the majority citizens buying their first residence won't be hurt by the new measures. Some concessions can even be prolonged to chose teams of consumers, similar to married couples with a minimum of one Singaporean partner who are purchasing their second property so long as they intend to promote their first residential property. Lower the LTV limit on housing loans granted by monetary establishments regulated by MAS from 70% to 60% for property purchasers who are individuals with a number of outstanding housing loans on the time of the brand new housing purchase. Singapore Property Measures - 30 August 2010 The most popular seek for the number of bedrooms in Singapore is 4, followed by 2 and three. Lush Acres EC @ Sengkang

Discover out more about real estate funding in the area, together with info on international funding incentives and property possession. Many Singaporeans have been investing in property across the causeway in recent years, attracted by comparatively low prices. However, those who need to exit their investments quickly are likely to face significant challenges when trying to sell their property – and could finally be stuck with a property they can't sell. Career improvement programmes, in-house valuation, auctions and administrative help, venture advertising and marketing, skilled talks and traisning are continuously planned for the sales associates to help them obtain better outcomes for his or her shoppers while at Knight Frank Singapore. No change Present Rules

Extending the tax exemption would help. The exemption, which may be as a lot as $2 million per family, covers individuals who negotiate a principal reduction on their existing mortgage, sell their house short (i.e., for lower than the excellent loans), or take part in a foreclosure course of. An extension of theexemption would seem like a common-sense means to assist stabilize the housing market, but the political turmoil around the fiscal-cliff negotiations means widespread sense could not win out. Home Minority Chief Nancy Pelosi (D-Calif.) believes that the mortgage relief provision will be on the table during the grand-cut price talks, in response to communications director Nadeam Elshami. Buying or promoting of blue mild bulbs is unlawful.

A vendor's stamp duty has been launched on industrial property for the primary time, at rates ranging from 5 per cent to 15 per cent. The Authorities might be trying to reassure the market that they aren't in opposition to foreigners and PRs investing in Singapore's property market. They imposed these measures because of extenuating components available in the market." The sale of new dual-key EC models will even be restricted to multi-generational households only. The models have two separate entrances, permitting grandparents, for example, to dwell separately. The vendor's stamp obligation takes effect right this moment and applies to industrial property and plots which might be offered inside three years of the date of buy. JLL named Best Performing Property Brand for second year running

The data offered is for normal info purposes only and isn't supposed to be personalised investment or monetary advice. Motley Fool Singapore contributor Stanley Lim would not personal shares in any corporations talked about. Singapore private home costs increased by 1.eight% within the fourth quarter of 2012, up from 0.6% within the earlier quarter. Resale prices of government-built HDB residences which are usually bought by Singaporeans, elevated by 2.5%, quarter on quarter, the quickest acquire in five quarters. And industrial property, prices are actually double the levels of three years ago. No withholding tax in the event you sell your property. All your local information regarding vital HDB policies, condominium launches, land growth, commercial property and more

There are various methods to go about discovering the precise property. Some local newspapers (together with the Straits Instances ) have categorised property sections and many local property brokers have websites. Now there are some specifics to consider when buying a 'new launch' rental. Intended use of the unit Every sale begins with 10 p.c low cost for finish of season sale; changes to 20 % discount storewide; follows by additional reduction of fiftyand ends with last discount of 70 % or extra. Typically there is even a warehouse sale or transferring out sale with huge mark-down of costs for stock clearance. Deborah Regulation from Expat Realtor shares her property market update, plus prime rental residences and houses at the moment available to lease Esparina EC @ Sengkang
20 year-old Real Estate Agent Rusty from Saint-Paul, has hobbies and interests which includes monopoly, property developers in singapore and poker. Will soon undertake a contiki trip that may include going to the Lower Valley of the Omo.

My blog: http://www.primaboinca.com/view_profile.php?userid=5889534
One of the biggest reasons investing in a Singapore new launch is an effective things is as a result of it is doable to be lent massive quantities of money at very low interest rates that you should utilize to purchase it. Then, if property values continue to go up, then you'll get a really high return on funding (ROI). Simply make sure you purchase one of the higher properties, reminiscent of the ones at Fernvale the Riverbank or any Singapore landed property Get Earnings by means of Renting

In its statement, the singapore property listing - website link, government claimed that the majority citizens buying their first residence won't be hurt by the new measures. Some concessions can even be prolonged to chose teams of consumers, similar to married couples with a minimum of one Singaporean partner who are purchasing their second property so long as they intend to promote their first residential property. Lower the LTV limit on housing loans granted by monetary establishments regulated by MAS from 70% to 60% for property purchasers who are individuals with a number of outstanding housing loans on the time of the brand new housing purchase. Singapore Property Measures - 30 August 2010 The most popular seek for the number of bedrooms in Singapore is 4, followed by 2 and three. Lush Acres EC @ Sengkang

Discover out more about real estate funding in the area, together with info on international funding incentives and property possession. Many Singaporeans have been investing in property across the causeway in recent years, attracted by comparatively low prices. However, those who need to exit their investments quickly are likely to face significant challenges when trying to sell their property – and could finally be stuck with a property they can't sell. Career improvement programmes, in-house valuation, auctions and administrative help, venture advertising and marketing, skilled talks and traisning are continuously planned for the sales associates to help them obtain better outcomes for his or her shoppers while at Knight Frank Singapore. No change Present Rules

Extending the tax exemption would help. The exemption, which may be as a lot as $2 million per family, covers individuals who negotiate a principal reduction on their existing mortgage, sell their house short (i.e., for lower than the excellent loans), or take part in a foreclosure course of. An extension of theexemption would seem like a common-sense means to assist stabilize the housing market, but the political turmoil around the fiscal-cliff negotiations means widespread sense could not win out. Home Minority Chief Nancy Pelosi (D-Calif.) believes that the mortgage relief provision will be on the table during the grand-cut price talks, in response to communications director Nadeam Elshami. Buying or promoting of blue mild bulbs is unlawful.

A vendor's stamp duty has been launched on industrial property for the primary time, at rates ranging from 5 per cent to 15 per cent. The Authorities might be trying to reassure the market that they aren't in opposition to foreigners and PRs investing in Singapore's property market. They imposed these measures because of extenuating components available in the market." The sale of new dual-key EC models will even be restricted to multi-generational households only. The models have two separate entrances, permitting grandparents, for example, to dwell separately. The vendor's stamp obligation takes effect right this moment and applies to industrial property and plots which might be offered inside three years of the date of buy. JLL named Best Performing Property Brand for second year running

The data offered is for normal info purposes only and isn't supposed to be personalised investment or monetary advice. Motley Fool Singapore contributor Stanley Lim would not personal shares in any corporations talked about. Singapore private home costs increased by 1.eight% within the fourth quarter of 2012, up from 0.6% within the earlier quarter. Resale prices of government-built HDB residences which are usually bought by Singaporeans, elevated by 2.5%, quarter on quarter, the quickest acquire in five quarters. And industrial property, prices are actually double the levels of three years ago. No withholding tax in the event you sell your property. All your local information regarding vital HDB policies, condominium launches, land growth, commercial property and more

There are various methods to go about discovering the precise property. Some local newspapers (together with the Straits Instances ) have categorised property sections and many local property brokers have websites. Now there are some specifics to consider when buying a 'new launch' rental. Intended use of the unit Every sale begins with 10 p.c low cost for finish of season sale; changes to 20 % discount storewide; follows by additional reduction of fiftyand ends with last discount of 70 % or extra. Typically there is even a warehouse sale or transferring out sale with huge mark-down of costs for stock clearance. Deborah Regulation from Expat Realtor shares her property market update, plus prime rental residences and houses at the moment available to lease Esparina EC @ Sengkang

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