Absolutely Abnormal, Continued Fraction Normal Numbers 3
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On the Normality of Numbers
ON THE NORMALITY OF NUMBERS Adrian Belshaw B. Sc., University of British Columbia, 1973 M. A., Princeton University, 1976 A THESIS SUBMITTED 'IN PARTIAL FULFILLMENT OF THE REQUIREMENTS FOR THE DEGREE OF MASTER OF SCIENCE in the Department of Mathematics @ Adrian Belshaw 2005 SIMON FRASER UNIVERSITY Fall 2005 All rights reserved. This work may not be reproduced in whole or in part, by photocopy or other means, without the permission of the author. APPROVAL Name: Adrian Belshaw Degree: Master of Science Title of Thesis: On the Normality of Numbers Examining Committee: Dr. Ladislav Stacho Chair Dr. Peter Borwein Senior Supervisor Professor of Mathematics Simon Fraser University Dr. Stephen Choi Supervisor Assistant Professor of Mathematics Simon Fraser University Dr. Jason Bell Internal Examiner Assistant Professor of Mathematics Simon Fraser University Date Approved: December 5. 2005 SIMON FRASER ' u~~~snrllbrary DECLARATION OF PARTIAL COPYRIGHT LICENCE The author, whose copyright is declared on the title page of this work, has granted to Simon Fraser University the right to lend this thesis, project or extended essay to users of the Simon Fraser University Library, and to make partial or single copies only for such users or in response to a request from the library of any other university, or other educational institution, on its own behalf or for one of its users. The author has further granted permission to Simon Fraser University to keep or make a digital copy for use in its circulating collection, and, without changing the content, to translate the thesislproject or extended essays, if technically possible, to any medium or format for the purpose of preservation of the digital work. -
Random Generators and Normal Numbers
Random Generators and Normal Numbers David H. Bailey1 and Richard E. Crandall2 20 March 2003 Abstract Pursuant to the authors’ previous chaotic-dynamical model for random digits of fun- damental constants [5], we investigate a complementary, statistical picture in which pseu- dorandom number generators (PRNGs) are central. Some rigorous results are achieved: mi ni We establish b-normality for constants of the form i 1/(b c ) for certain sequences (mi), (ni) of integers. This work unifies and extends previously known classes of explicit n normals. We prove that for coprime b, c > 1 the constant αb,c = n=c,c2,c3,... 1/(nb )is b-normal, thus generalizing the Stoneham class of normals [49]. Our approach also re- proves b-normality for the Korobov class [34] βb,c,d, for which the summation index n 2 3 above runs instead over powers cd,cd ,cd ,... with d>1. Eventually we describe an un- countable class of explicit normals that succumb to the PRNG approach. Numbers of the α, β classes share with fundamental constants such as π, log 2 the property that isolated digits can be directly calculated, but for these new classes such computation tends to be surprisingly rapid. For example, we find that the googol-th (i.e. 10100-th) binary bit of α2,3 is 0. We also present a collection of other results—such as digit-density results and irrationality proofs based on PRNG ideas—for various special numbers. AMS 2000 subject classification numbers: 11K16, 11K06, 11J81, 11K45 Keywords: normal numbers, transcendental numbers, pseudo-random number generators 1Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA, [email protected]. -
Mathematical Constants and Sequences
Mathematical Constants and Sequences a selection compiled by Stanislav Sýkora, Extra Byte, Castano Primo, Italy. Stan's Library, ISSN 2421-1230, Vol.II. First release March 31, 2008. Permalink via DOI: 10.3247/SL2Math08.001 This page is dedicated to my late math teacher Jaroslav Bayer who, back in 1955-8, kindled my passion for Mathematics. Math BOOKS | SI Units | SI Dimensions PHYSICS Constants (on a separate page) Mathematics LINKS | Stan's Library | Stan's HUB This is a constant-at-a-glance list. You can also download a PDF version for off-line use. But keep coming back, the list is growing! When a value is followed by #t, it should be a proven transcendental number (but I only did my best to find out, which need not suffice). Bold dots after a value are a link to the ••• OEIS ••• database. This website does not use any cookies, nor does it collect any information about its visitors (not even anonymous statistics). However, we decline any legal liability for typos, editing errors, and for the content of linked-to external web pages. Basic math constants Binary sequences Constants of number-theory functions More constants useful in Sciences Derived from the basic ones Combinatorial numbers, including Riemann zeta ζ(s) Planck's radiation law ... from 0 and 1 Binomial coefficients Dirichlet eta η(s) Functions sinc(z) and hsinc(z) ... from i Lah numbers Dedekind eta η(τ) Functions sinc(n,x) ... from 1 and i Stirling numbers Constants related to functions in C Ideal gas statistics ... from π Enumerations on sets Exponential exp Peak functions (spectral) .. -
List of Numbers
List of numbers This is a list of articles aboutnumbers (not about numerals). Contents Rational numbers Natural numbers Powers of ten (scientific notation) Integers Notable integers Named numbers Prime numbers Highly composite numbers Perfect numbers Cardinal numbers Small numbers English names for powers of 10 SI prefixes for powers of 10 Fractional numbers Irrational and suspected irrational numbers Algebraic numbers Transcendental numbers Suspected transcendentals Numbers not known with high precision Hypercomplex numbers Algebraic complex numbers Other hypercomplex numbers Transfinite numbers Numbers representing measured quantities Numbers representing physical quantities Numbers without specific values See also Notes Further reading External links Rational numbers A rational number is any number that can be expressed as the quotient or fraction p/q of two integers, a numerator p and a non-zero denominator q.[1] Since q may be equal to 1, every integer is a rational number. The set of all rational numbers, often referred to as "the rationals", the field of rationals or the field of rational numbers is usually denoted by a boldface Q (or blackboard bold , Unicode ℚ);[2] it was thus denoted in 1895 byGiuseppe Peano after quoziente, Italian for "quotient". Natural numbers Natural numbers are those used for counting (as in "there are six (6) coins on the table") and ordering (as in "this is the third (3rd) largest city in the country"). In common language, words used for counting are "cardinal numbers" and words used for ordering are -
On the Random Character of Fundamental Constant Expansions
On the Random Character of Fundamental Constant Expansions David H. Bailey1 and Richard E. Crandall2 03 October 2000 Abstract We propose a theory to explain random behavior for the digits in the expansions of fundamental mathematical constants. At the core of our approach is a general hypothesis concerning the distribution of the iterates generated by dynamical maps. On this main hypothesis, one obtains proofs of base-2 normality—namely bit randomness in a specific technical sense—for a collection of celebrated constants, including π, log 2,ζ(3), and others. Also on the hypothesis, the number ζ(5)iseitherrationalornormaltobase 2. We indicate a research connection between our dynamical model and the theory of pseudorandom number generators. 1Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA, [email protected]. Bailey’s work is supported by the Director, Office of Computational and Technology Research, Division of Math- ematical, Information, and Computational Sciences of the U.S. Department of Energy, under contract number DE-AC03-76SF00098. 2Center for Advanced Computation, Reed College, Portland, OR 97202 USA, [email protected]. 1 1. Introduction It is of course a long-standing open question whether the digits of π and various other fundamental constants are “random” in an appropriate statistical sense. Informally speaking, we say that a number α isnormaltobaseb if every sequence of k consecutive digits in the base-b expansion of α appears with limiting probability b−k. In other words, if a constant is normal to base 10, then its decimal expansion would exhibit a “7” one- tenth of the time, the string “37” one one-hundredth of the time, and so on. -
Algebraic and Transcendental Numbers
ALGEBRAIC AND TRANSCENDENTAL NUMBERS FROM AN INVITATION TO MODERN NUMBER THEORY STEVEN J. MILLER AND RAMIN TAKLOO-BIGHASH CONTENTS 1. Introduction 1 2. Russell’s Paradox and the Banach-Tarski Paradox 2 3. Definitions 2 4. Countable and Uncountable Sets 4 4.1. Irrational Numbers 5 4.2. Algebraic Numbers 5 4.3. Transcendental Numbers 7 4.4. Axiom of Choice and the Continuum Hypothesis 8 5. Properties of e 8 5.1. Irrationality of e 9 5.2. Transcendence of e 10 6. Exponent (or Order) of Approximation 14 6.1. Bounds on the Order of Real Numbers 14 6.2. Measure of Well Approximated Numbers 15 7. Liouville’s Theorem 17 7.1. Proof of Lioville’s Theorem 17 7.2. Constructing Transcendental Numbers 18 8. Roth’s Theorem 20 8.1. Applications of Roth’s Theorem to Transcendental Numbers 21 8.2. Applications of Roth’s Theorem to Diophantine Equations 21 References 24 Index 34 1. INTRODUCTION These notes are from An Invitation to Modern Number Theory, by Steven J. Miller and Ramin Takloo-Bighash (Princeton University Press, 2006). PLEASE DO NOT DISTRIBUTE THESE NOTES FURTHER. As this is an excerpt from the book, there are many references to other parts of the book; these appear as ?? in the text below. We have the following inclusions: the natural numbers N = f0; 1; 2; 3;::: g are a subset of the p integers Z = f:::; ¡1; 0; 1;::: g are a subset of the rationals Q = f q : p; q 2 Z; q 6= 0g are a subset of the real numbers R are a subset of the complex numbers C. -
Matheology.Pdf
Matheology § 001 A matheologian is a man, or, in rare cases, a woman, who believes in thoughts that nobody can think, except, perhaps, a God, or, in rare cases, a Goddess. § 002 Can the existence of God be proved from mathematics? Gödel proved the existence of God in a relatively complicated way using the positive and negative properties introduced by Leibniz and the axiomatic method ("the axiomatic method is very powerful", he said with a faint smile). http://www.stats.uwaterloo.ca/~cgsmall/ontology.html http://userpages.uni-koblenz.de/~beckert/Lehre/Seminar-LogikaufAbwegen/graf_folien.pdf Couldn't the following simple way be more effective? 1) The set of real numbers is uncountable. 2) Humans can only identify countably many words. 3) Humans cannot distinguish what they cannot identify. 4) Humans cannot well-order what they cannot distinguish. 5) The real numbers can be well-ordered. 6) If this is true, then there must be a being with higher capacities than any human. QED [I K Rus: "Can the existence of god be proved from mathematics?", philosophy.stackexchange, May 1, 2012] http://philosophy.stackexchange.com/questions/2702/can-the-existence-of-god-be-proved-from- mathematics The appending discussion is not electrifying for mathematicians. But a similar question had been asked by I K Rus in MathOverflow. There the following more educational discussion occurred (unfortunately it is no longer accessible there). (3) breaks down, because although I can't identify (i.e. literally "list") every real number between 0 and 1, if I am given any two real numbers in that interval then I can distinguish them. -
BBP-Numbers and Normality
faculteit Wiskunde en Natuurwetenschappen BBP-numbers and normality Bacheloronderzoek Wiskunde Augustus 2008 Student: J.M. Heegen Studentnummer: 1056484 Begeleiders: Prof.dr. J. Top en Prof.dr. H. Waalkens Contents Introduction 2 1. Normal numbers 3 2. The Bailey-Borwein-Plouffe formula 4 3. Using BBP-type formulae to compute individual digits of arithmetical constants 7 4. Computing digits in Mathematica 9 5. Generating correct base-b expansions for BBP-numbers 12 6. Normality of BBP-numbers 16 7. Rational BBP-numbers 18 8. Conclusion 22 Bibliography 24 1 Introduction One of the many unsolved problems in mathematics is the question whether the digits of various arithmetical constants exhibit a certain randomness, that is, if one randomly picks a string of some length out of the expansion of the constant, each possible string of that length is equally likely to come up. This is the notion of a so-called normal number. To take a first step in the direction of a possible solution for this problem, we will introduce a very special class of numbers that do not only possess a method to generate digit expansions with increasing accuracy, and in some cases, even exactly; but also, under a certain hypothesis, are provably normal. This class of numbers include some fundamental, naturally occurring constants, most notably the fascinating number π. 2 1. Normal numbers Definition 1.1. Let α be a real number and b ≥ 2 an integer. The number α is called normal to base b if every string of k digits occurs in the base-b expansion of α with a limiting frequency of b−k. -
The Constant of Champernowne
faculty of mathematics and natural sciences The Constant of Champernowne Bachelor Project Mathematics July 2018 Student: G. Pomstra First supervisor: Prof.dr. J. Top Second supervisor: Dr. A.E. Sterk Abstract The constant of Champernowne first saw light when David G. Champernowne introduced it in 1933. He proved that the constant given by 0:123456789101112 ::: is normal in base ten. Four years later, Kurt Mahler proved that this number also is transcendental by showing the transcendence of constants with a similar structure to that of the constant of Champernowne. In addition to these two properties, the constant also has a peculiar continued fraction expansion. It namely contains exceptionally large terms throughout the expansion. The contribution of this thesis will be to give a better understanding of the constant of Champernowne, its properties, the proofs and the techniques used for these proofs. The notion of normality will be explained and proven in the way Champernowne did and with the use of the notion of (, k)-normality. Thereafter we will introduce the notion of transcendence and this will be proven for the constant following an argument of Kurt Mahler. Lastly, we will consider the procedure of continued fraction expansions and apply it to the constant. Some general notions for continued fraction expansions will be shown. With these notions, we show the connection between the fractions used in the argument of Kurt Mahler and the large terms of the continued fraction in the case of the constant of Champernowne. 2 Contents 1 Introduction 4 2 Normality 5 2.1 Normality proof by Champernowne . -
An Experimental Investigation of the Normality of Irrational Algebraic Numbers
MATHEMATICS OF COMPUTATION Volume 82, Number 283, July 2013, Pages 1837–1858 S 0025-5718(2013)02675-0 Article electronically published on March 20, 2013 AN EXPERIMENTAL INVESTIGATION OF THE NORMALITY OF IRRATIONAL ALGEBRAIC NUMBERS JOHAN SEJR BRINCH NIELSEN AND JAKOB GRUE SIMONSEN Abstract. We investigate the distribution of digits of large prefixes of the expansion of irrational algebraic numbers to different bases. We compute 2·318 bits of the binary expansions (corresponding to 2.33·108 decimals) of the 39 least Pisot-Vijayaraghavan numbers, the 47 least known Salem numbers, the least 20 square roots of positive integers that are not perfect squares, and 15 randomly generated algebraic irrationals. We employ these to compute the generalized serial statistics (roughly, the variant of the χ2-statistic apt for distribution of sequences of characters) of the distributions of digit blocks for each number to bases 2, 3, 5, 7 and 10, as well as the maximum relative frequency deviation from perfect equidistribution. We use the two statistics to perform tests at significance level α =0.05, respectively, maximum deviation threshold α =0.05. Our results suggest that if Borel’s conjecture—that all irrational algebraic numbers are normal—is true, then it may have an empirical base: The distri- bution of digits in algebraic numbers appears close to equidistribution for large prefixes of their expansion. Of the 121 algebraic numbers studied, all numbers passed the maximum relative frequency deviation test in all considered bases for digit block sizes 1, 2, 3, and 4; furthermore, 92 numbers passed all tests up to block size 4 in all bases considered. -
Rational Walks
RATIONAL WALKS A Thesis Presented to the Faculty of California State Polytechnic University, Pomona In Partial Fulfillment Of the Requirements for the Degree Master of Science In Mathematics By Anthony Simon 2019 SIGNATURE PAGE THESIS: RATIONAL WALKS AUTHOR: Anthony Simon DATE SUBMITTED: Spring 2019 Department of Mathematics and Statistics Dr. Randall Swift Thesis Committee Chair Mathematics & Statistics Dr. Michael Green Mathematics & Statistics Dr. Alan Krinik Mathematics & Statistics ii ACKNOWLEDGMENTS I primarily thank all my roommates that I have lived with for the past years, there has been so much growth in everyone it encourages me to keep doing great things for the world. I also like to thank Dr. Swift for finding time to read my drafts, I know the transition from quarters to semesters for Cal Poly has been rough but, this is pivotal for the schools growth. iii ABSTRACT In this thesis a mapping from decimals :d1d2:::dn::: 2 [0; 1] into f0; 1; 2g is defined and described as a walk. The thesis explores visual representations of rational and irrational numbers as walks. Several interesting classes of real numbers are considered, including normal numbers and Khinchin's Constant. iv Contents Signature Page ii Acknowledgements iii Abstract iv List of Figures viii List of Tables viii Chapter 1 Introduction 1 1.1 Sets of Real Numbers .......................... 1 1.2 Ternary Strings ............................. 6 1.3 Rational Mapping . 7 1.3.1 Examples of Rational Maps .................. 8 Chapter 2 Arithmetic and Geometric Operations on Strings 12 2.1 Operations Arithmetic ......................... 12 2.2 Substrings . 19 2.3 Some Walks ............................... 22 2.4 String Analysis ............................