<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article  PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article"><front><journal-meta><journal-id journal-id-type="publisher-id">JAMP</journal-id><journal-title-group><journal-title>Journal of Applied Mathematics and Physics</journal-title></journal-title-group><issn pub-type="epub">2327-4352</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/jamp.2022.104095</article-id><article-id pub-id-type="publisher-id">JAMP-116845</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Physics&amp;Mathematics</subject></subj-group></article-categories><title-group><article-title>
 
 
  Twin Prime Distribution Problem
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Dan</surname><given-names>Liu</given-names></name><xref ref-type="aff" rid="aff1"><sub>1</sub></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib></contrib-group><aff id="aff1"><label>1</label><addr-line>Neijiang Teachers College, Neijiang, China</addr-line></aff><pub-date pub-type="epub"><day>02</day><month>04</month><year>2022</year></pub-date><volume>10</volume><issue>04</issue><fpage>1352</fpage><lpage>1361</lpage><history><date date-type="received"><day>8,</day>	<month>March</month>	<year>2022</year></date><date date-type="rev-recd"><day>25,</day>	<month>April</month>	<year>2022</year>	</date><date date-type="accepted"><day>28,</day>	<month>April</month>	<year>2022</year></date></history><permissions><copyright-statement>&#169; Copyright  2014 by authors and Scientific Research Publishing Inc. </copyright-statement><copyright-year>2014</copyright-year><license><license-p>This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/</license-p></license></permissions><abstract><p>
 
 
  The distribution of twin prime numbers is discussed. The research method of corresponding prime number distribution is proposed. The distribution of prime numbers corresponding to integers and composite numbers is discussed. Through the corresponding prime distribution rate of integers and composite numbers, it is found that the corresponding prime distribution rate of composite numbers approaches the corresponding prime distribution rate of integers. The distribution principle of corresponding prime number of composite number is proved. The twin prime distribution theorem is obtained. The number of twin prime numbers is thus obtained. It provides a practical way to study the conjecture of twin prime numbers.
 
</p></abstract><kwd-group><kwd>Prime Distribution</kwd><kwd> The Distribution of Prime Numbers Corresponding to Integers and Composite Numbers</kwd><kwd> The Distribution Principle of Prime Numbers Corresponding to Composite Numbers</kwd><kwd> Twin Prime Distribution Theorem</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>In the long process of human understanding the world, there are many problems that attract many scholars and confuse many wise men.</p><p>Mathematicians found that the interval between two adjacent prime numbers is 2. This is a prime number, which is called twin prime number [<xref ref-type="bibr" rid="scirp.116845-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.116845-ref2">2</xref>] [<xref ref-type="bibr" rid="scirp.116845-ref3">3</xref>] [<xref ref-type="bibr" rid="scirp.116845-ref4">4</xref>].</p><p>Example 1</p><p>Twin prime numbers</p><p>11 and 13,</p><p>59 and 61,</p><p>That is, 11 and 11 + 2,</p><p>59 and 59 + 2,</p><p>In this way, there are infinite primes, which are called twin prime conjecture.</p><p>The twin prime distribution problem is the corresponding prime distribution.</p><p>Set the integer k, let’s look at the sequence,</p><p>k ,                 0         1         2         3         4         5           6         7           8           9         10         11         12         13         14         ⋯         k , k + 2 ,       2         3         4         5         6         7           8         9         10       11         12         13         14         15         16         ⋯         k + 2 ,</p><p>In k + 2, integers</p><p>2, 3, 4, 5, ...</p><p>are called the corresponding number of k.</p><p>In k + 2, prime numbers</p><p>2, 3, 5, 7, ...</p><p>are called the corresponding prime numbers of k. That is, the prime number corresponding to an integer.</p><p>In k, the composite numbers</p><p>4, 6, 8, 9, ...,</p><p>correspond to the prime numbers</p><p>11, 17, ...,</p><p>which are called the corresponding prime numbers of the composite numbers.</p><p>The key to the distribution of twin prime numbers is to study the corresponding prime numbers of integers and composite numbers.</p><p>Before studying the twin prime distribution problem, let’s look at the prime distribution problem.</p><p>Chebyshev function is the focus of mathematicians’ research on prime distribution. Let’s look at the mathematician’s method.</p><p>In 1852, the Russian mathematician Chebyshev proposed the function [<xref ref-type="bibr" rid="scirp.116845-ref3">3</xref>] [<xref ref-type="bibr" rid="scirp.116845-ref4">4</xref>] [<xref ref-type="bibr" rid="scirp.116845-ref5">5</xref>]:</p><p>θ ( x ) = ∑ p ≤ x log p ~ x ,     ( x → ∞ )</p><p>Get</p><p>θ ( x ) = log 2 + log 3 + log 5 + log 7 + log 11 + log 13 + ⋯ + log p</p><p>Set x &gt; y, for large y, log p ≤ log x , Obtained by Chebyshev function</p><p>( π ( x ) − π ( y ) ) log y &lt; θ ( x ) − θ ( y ) &lt; ( π ( x ) − π ( y ) ) log x</p><p>Obviously θ ( x ) − θ ( y ) &lt; θ ( x ) , can get</p><p>( π ( x ) − π ( y ) ) log y &lt; θ ( x ) &lt; π ( x ) log x</p><p>Set y = x<sup>λ</sup>, we get [<xref ref-type="bibr" rid="scirp.116845-ref4">4</xref>] [<xref ref-type="bibr" rid="scirp.116845-ref6">6</xref>]:</p><p>( π ( x ) − π ( x λ ) ) log x λ &lt; θ ( x ) &lt; π ( x ) log x</p><p>Obviously estimate π(x<sup>λ</sup>) &lt; x<sup>λ</sup>, get</p><p>λ ( π ( x ) − x λ ) log x &lt; θ ( x ) &lt; π ( x ) log x (1.1)</p><p>By (1.1) get</p><p>λ π ( x ) − x λ x log x &lt; θ ( x ) x &lt; π ( x ) log x x</p><p>Can get</p><p>λ ( π ( x ) x − x λ x ) log x &lt; θ ( x ) x &lt; π ( x ) log x x</p><p>λ &lt; 1, can confirm</p><p>x λ x → 0</p><p>By π(x) &gt; x<sup>λ</sup>, we can get</p><p>λ π ( x ) log x x &lt; θ ( x ) x &lt; π ( x ) log x x</p><p>λ ~1, can get:</p><p>lim x → ∞ π ( x ) log x x = lim x → ∞ θ ( x ) x</p><p>By Chebyshev function</p><p>θ ( x ) ~ x ,     ( x → ∞ )</p><p>The prime theorem is proved</p><p>π ( x ) ~ x log x ,     ( x → ∞ ) (1.2)</p><p>Example 2</p><p>x = 10<sup>18</sup>, calculated by (1.2)</p><p>π ( 10 18 ) ≈ 24127471216847323</p><p>π ( 10 18 ) = 24739954287740860</p><p>The method of proof is to construct unequal forms, carry out unequal transformation, delete</p><p>x λ x</p><p>by limit, and then obtain the prime theorem.</p><p>However, some scholars can’t understand it. We can improve the traditional proof method.</p></sec><sec id="s2"><title>2. Improve the Traditional Proof Method</title><p>We improve the proof method of (1.1).</p><p>Might as well set</p><p>λ = 1 − 2 log log x log x</p><p>Obviously, x tends to infinity, so we can confirm λ → 1 , and we get [<xref ref-type="bibr" rid="scirp.116845-ref4">4</xref>] [<xref ref-type="bibr" rid="scirp.116845-ref7">7</xref>]</p><p>x λ = x ( log x ) 2 (2.1)</p><p>By (1.1) and (2.1) can get</p><p>λ ( π ( x ) − x ( log x ) 2 ) log x &lt; θ ( x ) &lt; π ( x ) log x</p><p>Now, prove π(x) &gt; x<sup>λ</sup>, You can delete it x<sup>λ</sup>/x, however, It’s complicated.</p><p>We use another method to prove the prime theorem.</p><p>Obviously x<sup>λ</sup> &lt; 2x<sup>λ</sup>, by (1.1) can get</p><p>λ ( π ( x ) − 2 x λ ) log x &lt; θ ( x ) &lt; π ( x ) log x</p><p>We get</p><p>λ ( π ( x ) − 2 x λ ) log x &lt; θ ( x ) and θ ( x ) &lt; π ( x ) log x</p><p>Set positive number a and b, can get</p><p>π ( x ) &lt; θ ( x ) λ log x + 2 x λ = a and π ( x ) &gt; θ ( x ) log x = b</p><p>We can get</p><p>b &lt; π ( x ) &lt; a</p><p>Obviously</p><p>b &lt; a + b 2 &lt; a</p><p>We get the arithmetic mean of π ( x )</p><p>π ( x ) ≈ a + b 2</p><p>Can get</p><p>π ( x ) ≈ 1 2 ( θ ( x ) log x + θ ( x ) λ log x ) + x λ</p><p>x tends to infinity, λ → 1 , and (2.1) get</p><p>π ( x ) ~ 1 2 ( θ ( x ) log x + θ ( x ) log x ) + x ( log x ) 2</p><p>Can get</p><p>π ( x ) ~ θ ( x ) log x + x ( log x ) 2</p><p>The prime number theorem can be obtained from Chebyshev function</p><p>θ ( x ) ~ x ,     ( x → ∞ )</p><p>We get:</p><p>π ( x ) ~ x log x + x ( log x ) 2 ,     ( x → ∞ ) (2.2)</p><p>Example 3</p><p>x = 10<sup>18</sup>, calculated by (2.2)</p><p>π ( 10 18 ) ≈ 24709606084167120</p><p>π ( 10 18 ) = 24739954287740860</p><p>The prime theorem can also be obtained in another way.</p></sec><sec id="s3"><title>3. New Research on Prime Theorem</title><p>We use a new method to study the prime theorem.</p><p>Set prime number p ≤ x,</p><p>μ ( x ) = 2 1 / x + 3 1 / x + 5 1 / x + 7 1 / x + 11 1 / x + 13 1 / x + ⋯ + p 1 / x (3.1)</p><p>Set e = 2.718…, by (3.1) can get</p><p>e 1 / x + e 1 / x + e 1 / x + e 1 / x + 11 1 / x + 13 1 / x + ⋯ + p 1 / x &lt; 2 1 / x + 3 1 / x + 5 1 / x + 7 1 / x + 11 1 / x + 13 1 / x + ⋯ + p 1 / x</p><p>Can get [<xref ref-type="bibr" rid="scirp.116845-ref6">6</xref>] [<xref ref-type="bibr" rid="scirp.116845-ref7">7</xref>]</p><p>π ( x ) e 1 / x &lt; 2 1 / x + 3 1 / x + 5 1 / x + 7 1 / x + 11 1 / x + 13 1 / x + ⋯ + p 1 / x &lt; π ( x ) p 1 / x</p><p>π ( x ) e 1 / x &lt; π ( x ) x 1 / x</p><p>Can get</p><p>π ( x ) e 1 / x &lt; π ( x ) x 1 / x &lt; π ( x ) x 1 / x + x 1 / x</p><p>We get</p><p>π ( x ) e 1 / x x 1 / x &lt; π ( x ) &lt; π ( x ) x 1 / x + x 1 / x x 1 / x</p><p>Arithmetic mean of π ( x ) :</p><p>π ( x ) ≈ 1 2 π ( x ) e 1 / x + π ( x ) x 1 / x + x 1 / x x 1 / x</p><p>Can get</p><p>2 π ( x ) x 1 / x ≈ π ( x ) e 1 / x + π ( x ) x 1 / x + x 1 / x</p><p>Get</p><p>2 π ( x ) x 1 / x − π ( x ) x 1 / x ≈ π ( x ) e 1 / x + x 1 / x</p><p>We can get</p><p>π ( x ) x 1 / x ≈ π ( x ) e 1 / x + x 1 / x</p><p>Obviously prove</p><p>lim x → ∞ π ( x ) x 1 / x π ( x ) e 1 / x + x 1 / x = 1</p><p>From this, we can get a new prime theorem</p><p>π ( x ) x 1 / x ~ π ( x ) e 1 / x + x 1 / x ,     ( x → ∞ )</p><p>We can get:</p><p>π ( x ) x 1 / x − π ( x ) e 1 / x ~ x 1 / x ,     ( x → ∞ )</p><p>Can get</p><p>π ( x ) ~ x 1 / x x 1 / x − e 1 / x ,     ( x → ∞ )</p><p>That is</p><p>π ( x ) ~ 1 x 1 / x − e 1 / x ,     ( x → ∞ ) (3.2)</p><p>Example 4</p><p>x = 10<sup>18</sup>, calculated by (3.2)</p><p>π ( 10 18 ) ≈ 24723998785919976</p><p>π ( 10 18 ) = 24739954287740860</p><p>The problem of prime distribution was discussed earlier. We continue to discuss the distribution of twin prime numbers.</p></sec><sec id="s4"><title>4. Corresponding Prime Distribution</title><p>The twin prime distribution problem is the corresponding prime distribution.</p><p>Set Integer x = 16, let’s look at the sequence of k and k + 2</p><p>k ,                 0           1           2           3           4           5           6           7               8               9               10           11           12           13           14 , k + 2 ,       2           3           4           5           6           7           8           9           10           11           12           13           14           15           16 ,</p><p>k + 2 is called the corresponding number of k</p><p>In k + 2, prime</p><p>2, 3, 5, 7, 11, 13,</p><p>a total of 6. The table shows</p><p>π ( 16 ) = 6</p><p>and the proportion of prime numbers is:</p><p>π ( 16 ) 16 = 6 16</p><p>Generally [<xref ref-type="bibr" rid="scirp.116845-ref6">6</xref>] [<xref ref-type="bibr" rid="scirp.116845-ref8">8</xref>]:</p><p>ρ x = π ( x ) x (4.1)</p><p>Here (4.2) is called the prime distribution rate of integers.</p><p>Let’s look at the prime number corresponding to the composite number.</p><p>Set the composite number c. for the convenience of discussion, temporarily set 0 as the composite number to see the sequence of composite numbers c and c + 2</p><p>c ,                 0             4             6                 8               9             10           12             14 , c + 2 ,       2               6             8             10           11             12           14             16 ,</p><p>In c, there are 8 composite numbers, and the table is F = 8.</p><p>In c + 2, there are 2 primes, 2, 11. The table is c (16) = 2.</p><p>The proportion of prime numbers is:</p><p>c ( 16 ) F = 2 8</p><p>Generally:</p><p>ρ c = c ( x ) F (4.2)</p><p>Here (4.2) is called the prime distribution rate of composite numbers.</p><p>Example 5</p><p>(4.1) and (4.2) Partial calculation:</p><p>A composite number is part of an integer. The greater the proportion of the composite number in the integer, the closer the distribution rate of the corresponding prime number of the composite number is to the distribution rate of the corresponding prime number of the integer.</p><p>Now let’s discuss the corresponding prime of prime.</p><p>Let the prime number p. for the convenience of discussion, temporarily set 1 as the prime number to see the sequence of prime numbers p and p + 2</p><p>p ,                 1               2             3             5             7             11             13 , p + 2 ,       3             4             5             7             9             13             15 ,</p><p>In p + 2, there are four primes: 3, 5, 7, 13. The table is</p><p>L ( 16 ) = 4</p><p>Represents the number of primes in p + 2. Can get</p><p>L ( 16 ) = π ( 16 ) − c ( 16 ) = 4</p><p>According to statistics, if x is larger, then L(x) is more.</p><p>If we can prove that L(x) is infinite, we can prove the twin prime conjecture.</p></sec><sec id="s5"><title>5. Principle of Composite Number Corresponding to Prime Number</title><p>You can get from the front</p><p>π ( 16 ) = c ( 16 ) + L ( 16 ) = 2 + 4</p><p>Generally:</p><p>π ( x ) = c ( x ) + L ( x ) (5.1)</p><p>By (5.1) can get</p><p>c ( x ) = π ( x ) − L ( x )</p><p>Set number of set composite numbers</p><p>F = x − π ( x )</p><p>By (4.2) we can get</p><p>c ( x ) F = π ( x ) − L ( x ) x − π ( x )</p><p>π ( x ) − L ( x ) x − π ( x ) = π ( x ) ( 1 − L ( x ) π ( x ) ) x ( 1 − π ( x ) x ) = c ( x ) F</p><p>We get</p><p>π ( x ) x F c ( x ) = 1 − π ( x ) x 1 − L ( x ) π ( x )</p><p>Set x tends to infinity, so we can confirm [<xref ref-type="bibr" rid="scirp.116845-ref4">4</xref>] [<xref ref-type="bibr" rid="scirp.116845-ref8">8</xref>]:</p><p>π ( x ) x → 0 and L ( x ) π ( x ) → 0</p><p>We can get</p><p>lim x → ∞ π ( x ) x F c ( x ) = 1</p><p>Set λ, can get</p><p>π ( x ) x F c ( x ) = λ</p><p>Example 6</p><p>By λ Partial calculation:</p><p>we get:</p><p>c ( x ) = F π ( x ) λ x (5.2)</p><p>Here (5.2) is called the corresponding prime number principle of composite numbers.</p></sec><sec id="s6"><title>6. Twin Prime Distribution Theorem</title><p>We continue to discuss the distribution of twin prime numbers.</p><p>The number of twin prime numbers is obtained from (5.1)</p><p>L ( x ) = π ( x ) − c ( x ) (6.1)</p><p>By (5.2) and (6.1), we get [<xref ref-type="bibr" rid="scirp.116845-ref6">6</xref>] [<xref ref-type="bibr" rid="scirp.116845-ref7">7</xref>]:</p><p>L ( x ) = π ( x ) − F π ( x ) λ x <sup></sup>(6.2)</p><p>Here (6.2) is called the twin prime distribution theorem [<xref ref-type="bibr" rid="scirp.116845-ref6">6</xref>] [<xref ref-type="bibr" rid="scirp.116845-ref7">7</xref>].</p><p>Example 7</p><p>Calculated by part (6.2):</p></sec><sec id="s7"><title>7. Discuss the Distribution of Twin Prime Numbers</title><p>We confirm the number of twin prime numbers</p><p>From (6.2), we can get:<sup> </sup></p><p>L ( x ) = π ( x ) ( 1 − F λ x ) = π ( x ) ( λ x − F λ x ) (7.1)</p><p>Can confirm</p><p>L ( x ) &gt; L λ ( x ) = π ( x ) ( λ x − F ( λ + 1 ) x )</p><p>Example 8</p><p>By (7.1) Partial calculation:</p><p>x tends to infinity, λ → 1 , can get [<xref ref-type="bibr" rid="scirp.116845-ref6">6</xref>] [<xref ref-type="bibr" rid="scirp.116845-ref8">8</xref>]</p><p>L ( x ) &gt; π ( x ) ( x − F 2 x )</p><p>Set F = x − π ( x ) , we get</p><p>L ( x ) &gt; π 2 ( x ) 2 x , ( x → ∞ )</p><p>Set F = x − π ( x ) , and π ( x ) &gt; x / log x , we get:</p><p>L ( x ) &gt; x 2 ( log x ) 2 , ( x → ∞ ) (7.2)</p><p>From (7.2), L(x) can be confirmed there is an infinite number.</p><p>The twin prime conjecture is correct.</p></sec><sec id="s8"><title>8. Conclusion</title><p>We discuss the prime distribution</p><p>π ( x ) ~ 1 x 1 / x − e 1 / x , ( x → ∞ )</p><p>The twin prime conjecture is discussed</p><p>L ( x ) &gt; x 2 ( log x ) 2 , ( x → ∞ )</p><p>The twin prime conjecture is correct.</p></sec><sec id="s9"><title>Conflicts of Interest</title><p>The author declares no conflicts of interest regarding the publication of this paper.</p></sec><sec id="s10"><title>Cite this paper</title><p>Liu, D. (2022) Twin Prime Distribution Problem. Journal of Applied Mathematics and Physics, 10, 1352-1361. https://doi.org/10.4236/jamp.2022.104095</p></sec></body><back><ref-list><title>References</title><ref id="scirp.116845-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">Atiyah, M. and Singer, I.M. (1963) The Index of Elliptic Operators on Compact Manifolds. 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