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[[Image:Ulam 1.png|right|thumb|Ulam spiral of size 200×200.  Black dots represent prime numbers.  Diagonal, vertical, and horizontal lines with a high density of prime numbers are clearly visible.]]
The '''Ulam spiral''', or '''prime spiral''' (in other languages also called the '''Ulam Cloth''') is a simple method of visualizing the [[prime number]]s that reveals the apparent tendency of certain quadratic polynomials to generate unusually large numbers of primes. It was discovered by the [[mathematician]] [[Stanislaw Ulam]] in 1963, while he was [[Doodle|doodling]] during the presentation of a “long and very boring paper”{{sfn|Gardner|1964|p=122}} at a scientific meeting.  Shortly afterwards, in an early application of computer graphics, Ulam with collaborators Myron Stein and Mark Wells used [[MANIAC II]] at [[Los Alamos National Laboratory|Los Alamos Scientific Laboratory]] to produce pictures of the spiral for numbers up to 65,000.{{sfn|Stein|Ulam|Wells|1964|p=520}}{{sfn|Gardner|1964|p=122}}{{sfn|Hoffman|1988|p=41}}  In March of the following year, [[Martin Gardner]] wrote about the Ulam spiral in his ''[[Recreational mathematics|Mathematical Games]]'' column;{{sfn|Gardner|1964|p=122}} the Ulam spiral featured on the front cover of the issue of ''[[Scientific American]]'' in which the column appeared.
 
In an addendum to the ''Scientific American'' column,{{sfn|Gardner|1971|p=88}} Gardner mentions work of the [[herpetologist]] [[Laurence Monroe Klauber|Laurence M. Klauber]] on two dimensional arrays of prime numbers for finding prime-rich quadratic polynomials which was presented at a meeting of the [[Mathematical Association of America]] in 1932—more than thirty years prior to Ulam's discovery.  Unlike Ulam's array, Klauber's was not a spiral.  Its shape was also triangular rather than square.<ref>{{citation
| title = Guide to the Martin Gardner papers
| author = Daniel Hartwig
| publisher = The Online Archive of California
| year = 2013
| page = 117
| url = http://www.oac.cdlib.org/findaid/ark:/13030/kt6s20356s/
}}.</ref>
 
==Construction==
Ulam constructed the spiral by writing down a regular [[rectangle|rectangular]] [[Lattice graph|grid]] of numbers, starting with 1 at the center, and [[spiral]]ing out:
 
[[Image:Ulam spiral howto all numbers.svg|200px|center|Numbers from 1 to 49 placed in spiral order]]
 
He then circled all of the prime numbers and he got the following picture:
 
[[Image:Ulam spiral howto primes only.svg|200px|center|Small Ulam spiral]]
 
To his surprise, the circled numbers tended to line up along [[diagonal]] lines.  In the 200×200 Ulam spiral shown above, diagonal lines are clearly visible, confirming the pattern.  Horizontal and vertical lines, while less prominent, are also evident.
 
All prime numbers, except for the number 2, are odd numbers. Since in the Ulam spiral adjacent diagonals are alternatively odd and even numbers, it is no surprise that all prime numbers lie in alternate diagonals of the Ulam spiral. What is startling is the tendency of prime numbers to lie on some diagonals more than others.
 
Tests so far confirm that there are diagonal lines even when [[:File:Ulam4004001.png|many numbers are plotted]]. The pattern also seems to appear even if the number at the center is not 1 (and can, in fact, be much larger than 1). This implies that there are many integer constants ''b'' and ''c'' such that the [[Function (mathematics)|function]]:
 
: <math>f(n) = 4 n^2 + b n + c</math>
 
generates, as ''n'' counts up {1, 2, 3, ...}, a number of primes that is large by comparison with the proportion of primes among numbers of similar magnitude.
 
==Hardy and Littlewood's Conjecture F==
In their 1923 paper on the [[Goldbach's conjecture|Goldbach Conjecture]], [[G. H. Hardy|Hardy]] and [[John Edensor Littlewood|Littlewood]] stated a series of conjectures, one of which, if true, would explain some of the striking features of the Ulam spiral.  This conjecture, which Hardy and Littlewood called “Conjecture F”, is a special case of the [[Bateman–Horn conjecture]] and asserts an asymptotic formula for the number of primes of the form ''ax''<sup>2</sup> + ''bx'' + ''c''.  Rays emanating from the central region of the Ulam spiral making angles of 45° with the horizontal and vertical correspond to numbers of the form 4''x''<sup>2</sup> + ''bx'' + ''c'' with ''b'' even; horizontal and vertical rays correspond to numbers of the same form with ''b'' odd.  Conjecture F provides a formula that can be used to estimate the density of primes along such rays.  It implies that there will be considerable variability in the density along different rays.  In particular, the density is highly sensitive to the [[discriminant]] of the polynomial, ''b''<sup>2</sup> − 16''c''.
 
[[Image:Ulam 2.png|250px|right|thumb|The primes of the form 4''x''<sup>2</sup> − 2''x'' + 41 with ''x'' = 0, 1, 2, ... have been highlighted. The prominent parallel line in the lower half of the figure corresponds to 4''x''<sup>2</sup> + 2''x'' + 41 or, equivalently, to negative values of ''x''.]]
Conjecture F is concerned with polynomials of the form ''ax''<sup>2</sup> + ''bx'' + ''c'' where ''a'', ''b'', and ''c'' are integers and ''a'' is positive.  If the coefficients contain a common factor greater than 1 or if the discriminant Δ = ''b''<sup>2</sup> − 4''ac'' is a [[square number|perfect square]], the polynomial factorizes and therefore produces [[composite numbers]] as ''x'' takes the values 0, 1, 2, ... (except possibly for one or two values of ''x'' where one of the factors equals 1).  Moreover, if ''a'' + ''b'' and ''c'' are both even, the polynomial produces only even values, and is therefore composite except possibly for the value 2.  Hardy and Littlewood assert that, apart from these situations, ''ax''<sup>2</sup> + ''bx'' + ''c'' takes prime values infinitely often as ''x'' takes the values 0, 1, 2, ...  This statement is a special case of an earlier [[Bunyakovsky conjecture|conjecture of Bunyakovsky]] and remains open.  Hardy and Littlewood further assert that, asymptotically, the number ''P''(''n'') of primes of the form ''ax''<sup>2</sup> + ''bx'' + ''c'' and less than ''n'' is given by
 
: <math>P(n)\sim A\frac{1}{\sqrt{a}}\frac{\sqrt{n}}{\log n}</math>
 
where ''A'' depends on ''a'', ''b'', and ''c'' but not on ''n''.  By the [[prime number theorem]], this formula with ''A'' set equal to one is the asymptotic number of primes less than ''n'' expected in a random set of numbers having the same density as the set of numbers of the form ''ax''<sup>2</sup> + ''bx'' + ''c''.  But since ''A'' can take values bigger or smaller than 1, some polynomials, according to the conjecture, will be especially rich in primes, and others especially poor.  An unusually rich polynomial is 4''x''<sup>2</sup> − 2''x'' + 41 which forms a visible line in the Ulam spiral.  The constant ''A'' for this polynomial is approximately 6.6, meaning that the numbers it generates are almost seven times as likely to be prime as random numbers of comparable size, according to the conjecture.  This particular polynomial is related to Euler's [[Formula for primes#Prime formulas and polynomial functions|prime-generating polynomial]] ''x''<sup>2</sup> − ''x'' + 41 by replacing ''x'' with 2''x'', or equivalently, by restricting ''x'' to the even numbers.  Hardy and Littlewood's formula for the constant ''A'' is
 
: <math>A=\varepsilon\prod_p\left(\frac{p}{p-1}\right)\prod_{\varpi}\left(1-\frac{1}{\varpi-1}\left(\frac{\Delta}{\varpi}\right)\right).</math>
 
In the first product, ''p'' is a prime dividing both ''a'' and ''b''; in the second product, <math>\varpi</math> is an odd prime not dividing ''a''.  The quantity ε is defined to be 1 if ''a'' + ''b'' is odd and 2 if ''a'' + ''b'' is even. The symbol <math>\left(\frac{\Delta}{\varpi}\right)</math> is the [[Legendre symbol]].  A quadratic polynomial with ''A'' ≈ 11.3, currently the highest known value, has been discovered by Jacobson and Williams.<ref>{{citation|last1=Jacobson Jr.|first1=M. J.|last2=Williams|first2=H. C|title=New quadratic polynomials with high densities of prime values|year=2003|journal=[[Mathematics of Computation]]|volume=72|pages=499–519|doi=10.1090/S0025-5718-02-01418-7|issue=241}}</ref><ref>{{Citation |author=Guy, Richard K. |url=http://books.google.com/?id=1AP2CEGxTkgC&printsec=frontcover |title=Unsolved problems in number theory |publisher=Springer |edition=3rd|year=2004 |isbn=978-0-387-20860-2|page=8}}</ref>
 
==Variants==
[[File:KlauberTriangle.png|thumb|Klauber triangle with prime numbers generated by Euler's polynomial ''x''<sup>2</sup>  −  ''x''  +  41 highlighted.]]
Klauber's 1932 paper describes a triangle in which row ''n'' contains the numbers (''n''  −  1)<sup>2</sup> + 1 through ''n''<sup>2</sup>.  As in the Ulam spiral, quadratic polynomials generate numbers that lie in straight lines.  Vertical lines correspond to numbers of the form ''k''<sup>2</sup> − ''k'' + ''M''.  Vertical and diagonal lines with a high density of prime numbers are evident in the figure.
 
[[Image:Sacks spiral.svg|150px|left|thumb|Sacks spiral]]
Robert Sacks devised a variant of the Ulam spiral in 1994.  In the Sacks spiral the non-negative integers are plotted on an [[Archimedean spiral]] rather than the square spiral used by Ulam, and are spaced so that one [[square number|perfect square]] occurs in each full rotation.  (In the Ulam spiral, two squares occur in each rotation.)  Euler's prime-generating polynomial, ''x''<sup>2</sup> − ''x'' + 41, now appears as a single curve as ''x'' takes the values 0, 1, 2, ...  This curve asymptotically approaches a horizontal line in the left half of the figure.  (In the Ulam spiral, Euler's polynomial forms two diagonal lines, one in the top half of the figure, corresponding to even values of ''x'' in the sequence, the other in the bottom half of the figure corresponding to odd values of ''x'' in the sequence.)
<!-- [http://www.numberspiral.com Robert Sacks' web site] Don't download software: contains four trojan horses. -->
<!-- Might be nice to include above as citation, if trojan horse issue is resolved. -->
 
[[File:Spirale Ulam 150.jpg|150px|right|thumb|Ulam spiral of size 150×150 showing both prime and composite numbers.]]
Additional structure may be seen when [[composite number]]s are also included in the Ulam spiral.  The number 1 has only a single factor, itself; each prime number has two factors, itself and 1;  composite numbers are divisible by at least three different factors.  Using the size of the dot representing an integer to indicate the number of factors and coloring prime numbers red and composite numbers blue produces the figure shown.
 
== Notes ==
{{reflist}}
 
== References ==
{{refbegin}}
*{{citation
| last = Gardner | first = M. | author-link = Martin Gardner
|date=March 1964
| journal = [[Scientific American]]
| pages = 120–128
| title = Mathematical Games: The Remarkable Lore of the Prime Number
| volume = 210
| doi = 10.1038/scientificamerican0364-120
}}.
*{{citation
| last = Gardner | first = M. | author-link = Martin Gardner
| publisher = University of Chicago Press
| date = 1971
| title = Martin Gardner's Sixth Book of Mathematical Diversions from Scientific American
| isbn = 978-0-226-28250-3
}}.
*{{citation
| last1 = Hardy | first1 = G. H.
| last2 = Littlewood | first2 = J. E.
| journal = [[Acta Mathematica]]
| pages = 1–70
| title = Some Problems of 'Partitio Numerorum'; III: On the Expression of a Number as a Sum of Primes
| volume = 44
| year = 1923
| doi=10.1007/BF02403921
}} {{closed access}}.
*{{citation
| last=Hoffman | first=Paul | author-link = Paul Hoffman (science writer)
| title=Archimedes' Revenge: The Joys and Perils of Mathematics
| publisher=Fawcett Colombine
| location=New York
| year=1988
| isbn=0-449-00089-3}}.
*{{citation
| last1 = Stein | first1 = M. L.
| last2 = Ulam | first2 = S. M.
| last3 = Wells | first3 = M. B.
| journal = [[American Mathematical Monthly]]
| pages = 516–520
| title = A Visual Display of Some Properties of the Distribution of Primes
| jstor = 2312588
| volume = 71
| year = 1964
| doi = 10.2307/2312588
| issue = 5
| publisher = Mathematical Association of America
}}.
*{{citation
| last1 = Stein | first1 = M.
| last2 = Ulam | first2 = S. M.
| journal = American Mathematical Monthly
| pages = 43–44
| title = An Observation on the Distribution of Primes
| jstor = 2314055
| volume = 74
| year = 1967
| doi = 10.2307/2314055
| issue = 1
| publisher = Mathematical Association of America
}}.
{{refend}}
 
==External links==
*[http://www.youtube.com/watch?v=iFuR97YcSLM Prime Spirals - Numberphile], YouTube video with Dr. James Grime and the [[University of Nottingham]]
*[http://www.youtube.com/watch?v=3K-12i0jclM 41 and more Ulam's Spiral - Numberphile], YouTube video with Dr. James Clewett and the University of Nottingham
 
[[Category:Prime numbers]]
[[Category:Spirals]]

Revision as of 09:02, 27 January 2014

Ulam spiral of size 200×200. Black dots represent prime numbers. Diagonal, vertical, and horizontal lines with a high density of prime numbers are clearly visible.

The Ulam spiral, or prime spiral (in other languages also called the Ulam Cloth) is a simple method of visualizing the prime numbers that reveals the apparent tendency of certain quadratic polynomials to generate unusually large numbers of primes. It was discovered by the mathematician Stanislaw Ulam in 1963, while he was doodling during the presentation of a “long and very boring paper”Template:Sfn at a scientific meeting. Shortly afterwards, in an early application of computer graphics, Ulam with collaborators Myron Stein and Mark Wells used MANIAC II at Los Alamos Scientific Laboratory to produce pictures of the spiral for numbers up to 65,000.Template:SfnTemplate:SfnTemplate:Sfn In March of the following year, Martin Gardner wrote about the Ulam spiral in his Mathematical Games column;Template:Sfn the Ulam spiral featured on the front cover of the issue of Scientific American in which the column appeared.

In an addendum to the Scientific American column,Template:Sfn Gardner mentions work of the herpetologist Laurence M. Klauber on two dimensional arrays of prime numbers for finding prime-rich quadratic polynomials which was presented at a meeting of the Mathematical Association of America in 1932—more than thirty years prior to Ulam's discovery. Unlike Ulam's array, Klauber's was not a spiral. Its shape was also triangular rather than square.[1]

Construction

Ulam constructed the spiral by writing down a regular rectangular grid of numbers, starting with 1 at the center, and spiraling out:

Numbers from 1 to 49 placed in spiral order
Numbers from 1 to 49 placed in spiral order

He then circled all of the prime numbers and he got the following picture:

Small Ulam spiral
Small Ulam spiral

To his surprise, the circled numbers tended to line up along diagonal lines. In the 200×200 Ulam spiral shown above, diagonal lines are clearly visible, confirming the pattern. Horizontal and vertical lines, while less prominent, are also evident.

All prime numbers, except for the number 2, are odd numbers. Since in the Ulam spiral adjacent diagonals are alternatively odd and even numbers, it is no surprise that all prime numbers lie in alternate diagonals of the Ulam spiral. What is startling is the tendency of prime numbers to lie on some diagonals more than others.

Tests so far confirm that there are diagonal lines even when many numbers are plotted. The pattern also seems to appear even if the number at the center is not 1 (and can, in fact, be much larger than 1). This implies that there are many integer constants b and c such that the function:

generates, as n counts up {1, 2, 3, ...}, a number of primes that is large by comparison with the proportion of primes among numbers of similar magnitude.

Hardy and Littlewood's Conjecture F

In their 1923 paper on the Goldbach Conjecture, Hardy and Littlewood stated a series of conjectures, one of which, if true, would explain some of the striking features of the Ulam spiral. This conjecture, which Hardy and Littlewood called “Conjecture F”, is a special case of the Bateman–Horn conjecture and asserts an asymptotic formula for the number of primes of the form ax2 + bx + c. Rays emanating from the central region of the Ulam spiral making angles of 45° with the horizontal and vertical correspond to numbers of the form 4x2 + bx + c with b even; horizontal and vertical rays correspond to numbers of the same form with b odd. Conjecture F provides a formula that can be used to estimate the density of primes along such rays. It implies that there will be considerable variability in the density along different rays. In particular, the density is highly sensitive to the discriminant of the polynomial, b2 − 16c.

The primes of the form 4x2 − 2x + 41 with x = 0, 1, 2, ... have been highlighted. The prominent parallel line in the lower half of the figure corresponds to 4x2 + 2x + 41 or, equivalently, to negative values of x.

Conjecture F is concerned with polynomials of the form ax2 + bx + c where a, b, and c are integers and a is positive. If the coefficients contain a common factor greater than 1 or if the discriminant Δ = b2 − 4ac is a perfect square, the polynomial factorizes and therefore produces composite numbers as x takes the values 0, 1, 2, ... (except possibly for one or two values of x where one of the factors equals 1). Moreover, if a + b and c are both even, the polynomial produces only even values, and is therefore composite except possibly for the value 2. Hardy and Littlewood assert that, apart from these situations, ax2 + bx + c takes prime values infinitely often as x takes the values 0, 1, 2, ... This statement is a special case of an earlier conjecture of Bunyakovsky and remains open. Hardy and Littlewood further assert that, asymptotically, the number P(n) of primes of the form ax2 + bx + c and less than n is given by

where A depends on a, b, and c but not on n. By the prime number theorem, this formula with A set equal to one is the asymptotic number of primes less than n expected in a random set of numbers having the same density as the set of numbers of the form ax2 + bx + c. But since A can take values bigger or smaller than 1, some polynomials, according to the conjecture, will be especially rich in primes, and others especially poor. An unusually rich polynomial is 4x2 − 2x + 41 which forms a visible line in the Ulam spiral. The constant A for this polynomial is approximately 6.6, meaning that the numbers it generates are almost seven times as likely to be prime as random numbers of comparable size, according to the conjecture. This particular polynomial is related to Euler's prime-generating polynomial x2 − x + 41 by replacing x with 2x, or equivalently, by restricting x to the even numbers. Hardy and Littlewood's formula for the constant A is

In the first product, p is a prime dividing both a and b; in the second product, is an odd prime not dividing a. The quantity ε is defined to be 1 if a + b is odd and 2 if a + b is even. The symbol is the Legendre symbol. A quadratic polynomial with A ≈ 11.3, currently the highest known value, has been discovered by Jacobson and Williams.[2][3]

Variants

Klauber triangle with prime numbers generated by Euler's polynomial x2  −  x  +  41 highlighted.

Klauber's 1932 paper describes a triangle in which row n contains the numbers (n  −  1)2 + 1 through n2. As in the Ulam spiral, quadratic polynomials generate numbers that lie in straight lines. Vertical lines correspond to numbers of the form k2 − k + M. Vertical and diagonal lines with a high density of prime numbers are evident in the figure.

Sacks spiral

Robert Sacks devised a variant of the Ulam spiral in 1994. In the Sacks spiral the non-negative integers are plotted on an Archimedean spiral rather than the square spiral used by Ulam, and are spaced so that one perfect square occurs in each full rotation. (In the Ulam spiral, two squares occur in each rotation.) Euler's prime-generating polynomial, x2 − x + 41, now appears as a single curve as x takes the values 0, 1, 2, ... This curve asymptotically approaches a horizontal line in the left half of the figure. (In the Ulam spiral, Euler's polynomial forms two diagonal lines, one in the top half of the figure, corresponding to even values of x in the sequence, the other in the bottom half of the figure corresponding to odd values of x in the sequence.)

Ulam spiral of size 150×150 showing both prime and composite numbers.

Additional structure may be seen when composite numbers are also included in the Ulam spiral. The number 1 has only a single factor, itself; each prime number has two factors, itself and 1; composite numbers are divisible by at least three different factors. Using the size of the dot representing an integer to indicate the number of factors and coloring prime numbers red and composite numbers blue produces the figure shown.

Notes

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References

Template:Refbegin

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  • Many property agents need to declare for the PIC grant in Singapore. However, not all of them know find out how to do the correct process for getting this PIC scheme from the IRAS. There are a number of steps that you need to do before your software can be approved.

    Naturally, you will have to pay a safety deposit and that is usually one month rent for annually of the settlement. That is the place your good religion deposit will likely be taken into account and will kind part or all of your security deposit. Anticipate to have a proportionate amount deducted out of your deposit if something is discovered to be damaged if you move out. It's best to you'll want to test the inventory drawn up by the owner, which can detail all objects in the property and their condition. If you happen to fail to notice any harm not already mentioned within the inventory before transferring in, you danger having to pay for it yourself.

    In case you are in search of an actual estate or Singapore property agent on-line, you simply should belief your intuition. It's because you do not know which agent is nice and which agent will not be. Carry out research on several brokers by looking out the internet. As soon as if you end up positive that a selected agent is dependable and reliable, you can choose to utilize his partnerise in finding you a home in Singapore. Most of the time, a property agent is taken into account to be good if he or she locations the contact data on his website. This may mean that the agent does not mind you calling them and asking them any questions relating to new properties in singapore in Singapore. After chatting with them you too can see them in their office after taking an appointment.

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    Once you place down the one per cent choice price to carry down a non-public property, it's important to accept its situation as it is whenever you move in – faulty air-con, choked rest room and all. Get round this by asking your agent to incorporate a ultimate inspection clause within the possibility-to-buy letter. HDB flat patrons routinely take pleasure in this security net. "There's a ultimate inspection of the property two days before the completion of all HDB transactions. If the air-con is defective, you can request the seller to repair it," says Kelvin.

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    To achieve the very best outcomes, you must be always updated on market situations, including past transaction information and reliable projections. You could review and examine comparable homes that are currently available in the market, especially these which have been sold or not bought up to now six months. You'll be able to see a pattern of such report by clicking here It's essential to defend yourself in opposition to unscrupulous patrons. They are often very skilled in using highly unethical and manipulative techniques to try and lure you into a lure. That you must also protect your self, your loved ones, and personal belongings as you'll be serving many strangers in your home. Sign a listing itemizing of all of the objects provided by the proprietor, together with their situation. HSR Prime Recruiter 2010.
  • Many property agents need to declare for the PIC grant in Singapore. However, not all of them know find out how to do the correct process for getting this PIC scheme from the IRAS. There are a number of steps that you need to do before your software can be approved.

    Naturally, you will have to pay a safety deposit and that is usually one month rent for annually of the settlement. That is the place your good religion deposit will likely be taken into account and will kind part or all of your security deposit. Anticipate to have a proportionate amount deducted out of your deposit if something is discovered to be damaged if you move out. It's best to you'll want to test the inventory drawn up by the owner, which can detail all objects in the property and their condition. If you happen to fail to notice any harm not already mentioned within the inventory before transferring in, you danger having to pay for it yourself.

    In case you are in search of an actual estate or Singapore property agent on-line, you simply should belief your intuition. It's because you do not know which agent is nice and which agent will not be. Carry out research on several brokers by looking out the internet. As soon as if you end up positive that a selected agent is dependable and reliable, you can choose to utilize his partnerise in finding you a home in Singapore. Most of the time, a property agent is taken into account to be good if he or she locations the contact data on his website. This may mean that the agent does not mind you calling them and asking them any questions relating to new properties in singapore in Singapore. After chatting with them you too can see them in their office after taking an appointment.

    Have handed an trade examination i.e Widespread Examination for House Brokers (CEHA) or Actual Property Agency (REA) examination, or equal; Exclusive brokers are extra keen to share listing information thus making certain the widest doable coverage inside the real estate community via Multiple Listings and Networking. Accepting a severe provide is simpler since your agent is totally conscious of all advertising activity related with your property. This reduces your having to check with a number of agents for some other offers. Price control is easily achieved. Paint work in good restore-discuss with your Property Marketing consultant if main works are still to be done. Softening in residential property prices proceed, led by 2.8 per cent decline within the index for Remainder of Central Region

    Once you place down the one per cent choice price to carry down a non-public property, it's important to accept its situation as it is whenever you move in – faulty air-con, choked rest room and all. Get round this by asking your agent to incorporate a ultimate inspection clause within the possibility-to-buy letter. HDB flat patrons routinely take pleasure in this security net. "There's a ultimate inspection of the property two days before the completion of all HDB transactions. If the air-con is defective, you can request the seller to repair it," says Kelvin.

    15.6.1 As the agent is an intermediary, generally, as soon as the principal and third party are introduced right into a contractual relationship, the agent drops out of the image, subject to any problems with remuneration or indemnification that he could have against the principal, and extra exceptionally, against the third occasion. Generally, agents are entitled to be indemnified for all liabilities reasonably incurred within the execution of the brokers´ authority.

    To achieve the very best outcomes, you must be always updated on market situations, including past transaction information and reliable projections. You could review and examine comparable homes that are currently available in the market, especially these which have been sold or not bought up to now six months. You'll be able to see a pattern of such report by clicking here It's essential to defend yourself in opposition to unscrupulous patrons. They are often very skilled in using highly unethical and manipulative techniques to try and lure you into a lure. That you must also protect your self, your loved ones, and personal belongings as you'll be serving many strangers in your home. Sign a listing itemizing of all of the objects provided by the proprietor, together with their situation. HSR Prime Recruiter 2010 Template:Closed access.
  • Many property agents need to declare for the PIC grant in Singapore. However, not all of them know find out how to do the correct process for getting this PIC scheme from the IRAS. There are a number of steps that you need to do before your software can be approved.

    Naturally, you will have to pay a safety deposit and that is usually one month rent for annually of the settlement. That is the place your good religion deposit will likely be taken into account and will kind part or all of your security deposit. Anticipate to have a proportionate amount deducted out of your deposit if something is discovered to be damaged if you move out. It's best to you'll want to test the inventory drawn up by the owner, which can detail all objects in the property and their condition. If you happen to fail to notice any harm not already mentioned within the inventory before transferring in, you danger having to pay for it yourself.

    In case you are in search of an actual estate or Singapore property agent on-line, you simply should belief your intuition. It's because you do not know which agent is nice and which agent will not be. Carry out research on several brokers by looking out the internet. As soon as if you end up positive that a selected agent is dependable and reliable, you can choose to utilize his partnerise in finding you a home in Singapore. Most of the time, a property agent is taken into account to be good if he or she locations the contact data on his website. This may mean that the agent does not mind you calling them and asking them any questions relating to new properties in singapore in Singapore. After chatting with them you too can see them in their office after taking an appointment.

    Have handed an trade examination i.e Widespread Examination for House Brokers (CEHA) or Actual Property Agency (REA) examination, or equal; Exclusive brokers are extra keen to share listing information thus making certain the widest doable coverage inside the real estate community via Multiple Listings and Networking. Accepting a severe provide is simpler since your agent is totally conscious of all advertising activity related with your property. This reduces your having to check with a number of agents for some other offers. Price control is easily achieved. Paint work in good restore-discuss with your Property Marketing consultant if main works are still to be done. Softening in residential property prices proceed, led by 2.8 per cent decline within the index for Remainder of Central Region

    Once you place down the one per cent choice price to carry down a non-public property, it's important to accept its situation as it is whenever you move in – faulty air-con, choked rest room and all. Get round this by asking your agent to incorporate a ultimate inspection clause within the possibility-to-buy letter. HDB flat patrons routinely take pleasure in this security net. "There's a ultimate inspection of the property two days before the completion of all HDB transactions. If the air-con is defective, you can request the seller to repair it," says Kelvin.

    15.6.1 As the agent is an intermediary, generally, as soon as the principal and third party are introduced right into a contractual relationship, the agent drops out of the image, subject to any problems with remuneration or indemnification that he could have against the principal, and extra exceptionally, against the third occasion. Generally, agents are entitled to be indemnified for all liabilities reasonably incurred within the execution of the brokers´ authority.

    To achieve the very best outcomes, you must be always updated on market situations, including past transaction information and reliable projections. You could review and examine comparable homes that are currently available in the market, especially these which have been sold or not bought up to now six months. You'll be able to see a pattern of such report by clicking here It's essential to defend yourself in opposition to unscrupulous patrons. They are often very skilled in using highly unethical and manipulative techniques to try and lure you into a lure. That you must also protect your self, your loved ones, and personal belongings as you'll be serving many strangers in your home. Sign a listing itemizing of all of the objects provided by the proprietor, together with their situation. HSR Prime Recruiter 2010.
  • Many property agents need to declare for the PIC grant in Singapore. However, not all of them know find out how to do the correct process for getting this PIC scheme from the IRAS. There are a number of steps that you need to do before your software can be approved.

    Naturally, you will have to pay a safety deposit and that is usually one month rent for annually of the settlement. That is the place your good religion deposit will likely be taken into account and will kind part or all of your security deposit. Anticipate to have a proportionate amount deducted out of your deposit if something is discovered to be damaged if you move out. It's best to you'll want to test the inventory drawn up by the owner, which can detail all objects in the property and their condition. If you happen to fail to notice any harm not already mentioned within the inventory before transferring in, you danger having to pay for it yourself.

    In case you are in search of an actual estate or Singapore property agent on-line, you simply should belief your intuition. It's because you do not know which agent is nice and which agent will not be. Carry out research on several brokers by looking out the internet. As soon as if you end up positive that a selected agent is dependable and reliable, you can choose to utilize his partnerise in finding you a home in Singapore. Most of the time, a property agent is taken into account to be good if he or she locations the contact data on his website. This may mean that the agent does not mind you calling them and asking them any questions relating to new properties in singapore in Singapore. After chatting with them you too can see them in their office after taking an appointment.

    Have handed an trade examination i.e Widespread Examination for House Brokers (CEHA) or Actual Property Agency (REA) examination, or equal; Exclusive brokers are extra keen to share listing information thus making certain the widest doable coverage inside the real estate community via Multiple Listings and Networking. Accepting a severe provide is simpler since your agent is totally conscious of all advertising activity related with your property. This reduces your having to check with a number of agents for some other offers. Price control is easily achieved. Paint work in good restore-discuss with your Property Marketing consultant if main works are still to be done. Softening in residential property prices proceed, led by 2.8 per cent decline within the index for Remainder of Central Region

    Once you place down the one per cent choice price to carry down a non-public property, it's important to accept its situation as it is whenever you move in – faulty air-con, choked rest room and all. Get round this by asking your agent to incorporate a ultimate inspection clause within the possibility-to-buy letter. HDB flat patrons routinely take pleasure in this security net. "There's a ultimate inspection of the property two days before the completion of all HDB transactions. If the air-con is defective, you can request the seller to repair it," says Kelvin.

    15.6.1 As the agent is an intermediary, generally, as soon as the principal and third party are introduced right into a contractual relationship, the agent drops out of the image, subject to any problems with remuneration or indemnification that he could have against the principal, and extra exceptionally, against the third occasion. Generally, agents are entitled to be indemnified for all liabilities reasonably incurred within the execution of the brokers´ authority.

    To achieve the very best outcomes, you must be always updated on market situations, including past transaction information and reliable projections. You could review and examine comparable homes that are currently available in the market, especially these which have been sold or not bought up to now six months. You'll be able to see a pattern of such report by clicking here It's essential to defend yourself in opposition to unscrupulous patrons. They are often very skilled in using highly unethical and manipulative techniques to try and lure you into a lure. That you must also protect your self, your loved ones, and personal belongings as you'll be serving many strangers in your home. Sign a listing itemizing of all of the objects provided by the proprietor, together with their situation. HSR Prime Recruiter 2010.
  • Many property agents need to declare for the PIC grant in Singapore. However, not all of them know find out how to do the correct process for getting this PIC scheme from the IRAS. There are a number of steps that you need to do before your software can be approved.

    Naturally, you will have to pay a safety deposit and that is usually one month rent for annually of the settlement. That is the place your good religion deposit will likely be taken into account and will kind part or all of your security deposit. Anticipate to have a proportionate amount deducted out of your deposit if something is discovered to be damaged if you move out. It's best to you'll want to test the inventory drawn up by the owner, which can detail all objects in the property and their condition. If you happen to fail to notice any harm not already mentioned within the inventory before transferring in, you danger having to pay for it yourself.

    In case you are in search of an actual estate or Singapore property agent on-line, you simply should belief your intuition. It's because you do not know which agent is nice and which agent will not be. Carry out research on several brokers by looking out the internet. As soon as if you end up positive that a selected agent is dependable and reliable, you can choose to utilize his partnerise in finding you a home in Singapore. Most of the time, a property agent is taken into account to be good if he or she locations the contact data on his website. This may mean that the agent does not mind you calling them and asking them any questions relating to new properties in singapore in Singapore. After chatting with them you too can see them in their office after taking an appointment.

    Have handed an trade examination i.e Widespread Examination for House Brokers (CEHA) or Actual Property Agency (REA) examination, or equal; Exclusive brokers are extra keen to share listing information thus making certain the widest doable coverage inside the real estate community via Multiple Listings and Networking. Accepting a severe provide is simpler since your agent is totally conscious of all advertising activity related with your property. This reduces your having to check with a number of agents for some other offers. Price control is easily achieved. Paint work in good restore-discuss with your Property Marketing consultant if main works are still to be done. Softening in residential property prices proceed, led by 2.8 per cent decline within the index for Remainder of Central Region

    Once you place down the one per cent choice price to carry down a non-public property, it's important to accept its situation as it is whenever you move in – faulty air-con, choked rest room and all. Get round this by asking your agent to incorporate a ultimate inspection clause within the possibility-to-buy letter. HDB flat patrons routinely take pleasure in this security net. "There's a ultimate inspection of the property two days before the completion of all HDB transactions. If the air-con is defective, you can request the seller to repair it," says Kelvin.

    15.6.1 As the agent is an intermediary, generally, as soon as the principal and third party are introduced right into a contractual relationship, the agent drops out of the image, subject to any problems with remuneration or indemnification that he could have against the principal, and extra exceptionally, against the third occasion. Generally, agents are entitled to be indemnified for all liabilities reasonably incurred within the execution of the brokers´ authority.

    To achieve the very best outcomes, you must be always updated on market situations, including past transaction information and reliable projections. You could review and examine comparable homes that are currently available in the market, especially these which have been sold or not bought up to now six months. You'll be able to see a pattern of such report by clicking here It's essential to defend yourself in opposition to unscrupulous patrons. They are often very skilled in using highly unethical and manipulative techniques to try and lure you into a lure. That you must also protect your self, your loved ones, and personal belongings as you'll be serving many strangers in your home. Sign a listing itemizing of all of the objects provided by the proprietor, together with their situation. HSR Prime Recruiter 2010.

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  1. Many property agents need to declare for the PIC grant in Singapore. However, not all of them know find out how to do the correct process for getting this PIC scheme from the IRAS. There are a number of steps that you need to do before your software can be approved.

    Naturally, you will have to pay a safety deposit and that is usually one month rent for annually of the settlement. That is the place your good religion deposit will likely be taken into account and will kind part or all of your security deposit. Anticipate to have a proportionate amount deducted out of your deposit if something is discovered to be damaged if you move out. It's best to you'll want to test the inventory drawn up by the owner, which can detail all objects in the property and their condition. If you happen to fail to notice any harm not already mentioned within the inventory before transferring in, you danger having to pay for it yourself.

    In case you are in search of an actual estate or Singapore property agent on-line, you simply should belief your intuition. It's because you do not know which agent is nice and which agent will not be. Carry out research on several brokers by looking out the internet. As soon as if you end up positive that a selected agent is dependable and reliable, you can choose to utilize his partnerise in finding you a home in Singapore. Most of the time, a property agent is taken into account to be good if he or she locations the contact data on his website. This may mean that the agent does not mind you calling them and asking them any questions relating to new properties in singapore in Singapore. After chatting with them you too can see them in their office after taking an appointment.

    Have handed an trade examination i.e Widespread Examination for House Brokers (CEHA) or Actual Property Agency (REA) examination, or equal; Exclusive brokers are extra keen to share listing information thus making certain the widest doable coverage inside the real estate community via Multiple Listings and Networking. Accepting a severe provide is simpler since your agent is totally conscious of all advertising activity related with your property. This reduces your having to check with a number of agents for some other offers. Price control is easily achieved. Paint work in good restore-discuss with your Property Marketing consultant if main works are still to be done. Softening in residential property prices proceed, led by 2.8 per cent decline within the index for Remainder of Central Region

    Once you place down the one per cent choice price to carry down a non-public property, it's important to accept its situation as it is whenever you move in – faulty air-con, choked rest room and all. Get round this by asking your agent to incorporate a ultimate inspection clause within the possibility-to-buy letter. HDB flat patrons routinely take pleasure in this security net. "There's a ultimate inspection of the property two days before the completion of all HDB transactions. If the air-con is defective, you can request the seller to repair it," says Kelvin.

    15.6.1 As the agent is an intermediary, generally, as soon as the principal and third party are introduced right into a contractual relationship, the agent drops out of the image, subject to any problems with remuneration or indemnification that he could have against the principal, and extra exceptionally, against the third occasion. Generally, agents are entitled to be indemnified for all liabilities reasonably incurred within the execution of the brokers´ authority.

    To achieve the very best outcomes, you must be always updated on market situations, including past transaction information and reliable projections. You could review and examine comparable homes that are currently available in the market, especially these which have been sold or not bought up to now six months. You'll be able to see a pattern of such report by clicking here It's essential to defend yourself in opposition to unscrupulous patrons. They are often very skilled in using highly unethical and manipulative techniques to try and lure you into a lure. That you must also protect your self, your loved ones, and personal belongings as you'll be serving many strangers in your home. Sign a listing itemizing of all of the objects provided by the proprietor, together with their situation. HSR Prime Recruiter 2010.
  2. Many property agents need to declare for the PIC grant in Singapore. However, not all of them know find out how to do the correct process for getting this PIC scheme from the IRAS. There are a number of steps that you need to do before your software can be approved.

    Naturally, you will have to pay a safety deposit and that is usually one month rent for annually of the settlement. That is the place your good religion deposit will likely be taken into account and will kind part or all of your security deposit. Anticipate to have a proportionate amount deducted out of your deposit if something is discovered to be damaged if you move out. It's best to you'll want to test the inventory drawn up by the owner, which can detail all objects in the property and their condition. If you happen to fail to notice any harm not already mentioned within the inventory before transferring in, you danger having to pay for it yourself.

    In case you are in search of an actual estate or Singapore property agent on-line, you simply should belief your intuition. It's because you do not know which agent is nice and which agent will not be. Carry out research on several brokers by looking out the internet. As soon as if you end up positive that a selected agent is dependable and reliable, you can choose to utilize his partnerise in finding you a home in Singapore. Most of the time, a property agent is taken into account to be good if he or she locations the contact data on his website. This may mean that the agent does not mind you calling them and asking them any questions relating to new properties in singapore in Singapore. After chatting with them you too can see them in their office after taking an appointment.

    Have handed an trade examination i.e Widespread Examination for House Brokers (CEHA) or Actual Property Agency (REA) examination, or equal; Exclusive brokers are extra keen to share listing information thus making certain the widest doable coverage inside the real estate community via Multiple Listings and Networking. Accepting a severe provide is simpler since your agent is totally conscious of all advertising activity related with your property. This reduces your having to check with a number of agents for some other offers. Price control is easily achieved. Paint work in good restore-discuss with your Property Marketing consultant if main works are still to be done. Softening in residential property prices proceed, led by 2.8 per cent decline within the index for Remainder of Central Region

    Once you place down the one per cent choice price to carry down a non-public property, it's important to accept its situation as it is whenever you move in – faulty air-con, choked rest room and all. Get round this by asking your agent to incorporate a ultimate inspection clause within the possibility-to-buy letter. HDB flat patrons routinely take pleasure in this security net. "There's a ultimate inspection of the property two days before the completion of all HDB transactions. If the air-con is defective, you can request the seller to repair it," says Kelvin.

    15.6.1 As the agent is an intermediary, generally, as soon as the principal and third party are introduced right into a contractual relationship, the agent drops out of the image, subject to any problems with remuneration or indemnification that he could have against the principal, and extra exceptionally, against the third occasion. Generally, agents are entitled to be indemnified for all liabilities reasonably incurred within the execution of the brokers´ authority.

    To achieve the very best outcomes, you must be always updated on market situations, including past transaction information and reliable projections. You could review and examine comparable homes that are currently available in the market, especially these which have been sold or not bought up to now six months. You'll be able to see a pattern of such report by clicking here It's essential to defend yourself in opposition to unscrupulous patrons. They are often very skilled in using highly unethical and manipulative techniques to try and lure you into a lure. That you must also protect your self, your loved ones, and personal belongings as you'll be serving many strangers in your home. Sign a listing itemizing of all of the objects provided by the proprietor, together with their situation. HSR Prime Recruiter 2010
  3. Many property agents need to declare for the PIC grant in Singapore. However, not all of them know find out how to do the correct process for getting this PIC scheme from the IRAS. There are a number of steps that you need to do before your software can be approved.

    Naturally, you will have to pay a safety deposit and that is usually one month rent for annually of the settlement. That is the place your good religion deposit will likely be taken into account and will kind part or all of your security deposit. Anticipate to have a proportionate amount deducted out of your deposit if something is discovered to be damaged if you move out. It's best to you'll want to test the inventory drawn up by the owner, which can detail all objects in the property and their condition. If you happen to fail to notice any harm not already mentioned within the inventory before transferring in, you danger having to pay for it yourself.

    In case you are in search of an actual estate or Singapore property agent on-line, you simply should belief your intuition. It's because you do not know which agent is nice and which agent will not be. Carry out research on several brokers by looking out the internet. As soon as if you end up positive that a selected agent is dependable and reliable, you can choose to utilize his partnerise in finding you a home in Singapore. Most of the time, a property agent is taken into account to be good if he or she locations the contact data on his website. This may mean that the agent does not mind you calling them and asking them any questions relating to new properties in singapore in Singapore. After chatting with them you too can see them in their office after taking an appointment.

    Have handed an trade examination i.e Widespread Examination for House Brokers (CEHA) or Actual Property Agency (REA) examination, or equal; Exclusive brokers are extra keen to share listing information thus making certain the widest doable coverage inside the real estate community via Multiple Listings and Networking. Accepting a severe provide is simpler since your agent is totally conscious of all advertising activity related with your property. This reduces your having to check with a number of agents for some other offers. Price control is easily achieved. Paint work in good restore-discuss with your Property Marketing consultant if main works are still to be done. Softening in residential property prices proceed, led by 2.8 per cent decline within the index for Remainder of Central Region

    Once you place down the one per cent choice price to carry down a non-public property, it's important to accept its situation as it is whenever you move in – faulty air-con, choked rest room and all. Get round this by asking your agent to incorporate a ultimate inspection clause within the possibility-to-buy letter. HDB flat patrons routinely take pleasure in this security net. "There's a ultimate inspection of the property two days before the completion of all HDB transactions. If the air-con is defective, you can request the seller to repair it," says Kelvin.

    15.6.1 As the agent is an intermediary, generally, as soon as the principal and third party are introduced right into a contractual relationship, the agent drops out of the image, subject to any problems with remuneration or indemnification that he could have against the principal, and extra exceptionally, against the third occasion. Generally, agents are entitled to be indemnified for all liabilities reasonably incurred within the execution of the brokers´ authority.

    To achieve the very best outcomes, you must be always updated on market situations, including past transaction information and reliable projections. You could review and examine comparable homes that are currently available in the market, especially these which have been sold or not bought up to now six months. You'll be able to see a pattern of such report by clicking here It's essential to defend yourself in opposition to unscrupulous patrons. They are often very skilled in using highly unethical and manipulative techniques to try and lure you into a lure. That you must also protect your self, your loved ones, and personal belongings as you'll be serving many strangers in your home. Sign a listing itemizing of all of the objects provided by the proprietor, together with their situation. HSR Prime Recruiter 2010