Lecture 25: Ultraproducts
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An Introduction to Nonstandard Analysis 11
AN INTRODUCTION TO NONSTANDARD ANALYSIS ISAAC DAVIS Abstract. In this paper we give an introduction to nonstandard analysis, starting with an ultrapower construction of the hyperreals. We then demon- strate how theorems in standard analysis \transfer over" to nonstandard anal- ysis, and how theorems in standard analysis can be proven using theorems in nonstandard analysis. 1. Introduction For many centuries, early mathematicians and physicists would solve problems by considering infinitesimally small pieces of a shape, or movement along a path by an infinitesimal amount. Archimedes derived the formula for the area of a circle by thinking of a circle as a polygon with infinitely many infinitesimal sides [1]. In particular, the construction of calculus was first motivated by this intuitive notion of infinitesimal change. G.W. Leibniz's derivation of calculus made extensive use of “infinitesimal” numbers, which were both nonzero but small enough to add to any real number without changing it noticeably. Although intuitively clear, infinitesi- mals were ultimately rejected as mathematically unsound, and were replaced with the common -δ method of computing limits and derivatives. However, in 1960 Abraham Robinson developed nonstandard analysis, in which the reals are rigor- ously extended to include infinitesimal numbers and infinite numbers; this new extended field is called the field of hyperreal numbers. The goal was to create a system of analysis that was more intuitively appealing than standard analysis but without losing any of the rigor of standard analysis. In this paper, we will explore the construction and various uses of nonstandard analysis. In section 2 we will introduce the notion of an ultrafilter, which will allow us to do a typical ultrapower construction of the hyperreal numbers. -
Cauchy, Infinitesimals and Ghosts of Departed Quantifiers 3
CAUCHY, INFINITESIMALS AND GHOSTS OF DEPARTED QUANTIFIERS JACQUES BAIR, PIOTR BLASZCZYK, ROBERT ELY, VALERIE´ HENRY, VLADIMIR KANOVEI, KARIN U. KATZ, MIKHAIL G. KATZ, TARAS KUDRYK, SEMEN S. KUTATELADZE, THOMAS MCGAFFEY, THOMAS MORMANN, DAVID M. SCHAPS, AND DAVID SHERRY Abstract. Procedures relying on infinitesimals in Leibniz, Euler and Cauchy have been interpreted in both a Weierstrassian and Robinson’s frameworks. The latter provides closer proxies for the procedures of the classical masters. Thus, Leibniz’s distinction be- tween assignable and inassignable numbers finds a proxy in the distinction between standard and nonstandard numbers in Robin- son’s framework, while Leibniz’s law of homogeneity with the im- plied notion of equality up to negligible terms finds a mathematical formalisation in terms of standard part. It is hard to provide paral- lel formalisations in a Weierstrassian framework but scholars since Ishiguro have engaged in a quest for ghosts of departed quantifiers to provide a Weierstrassian account for Leibniz’s infinitesimals. Euler similarly had notions of equality up to negligible terms, of which he distinguished two types: geometric and arithmetic. Eu- ler routinely used product decompositions into a specific infinite number of factors, and used the binomial formula with an infi- nite exponent. Such procedures have immediate hyperfinite ana- logues in Robinson’s framework, while in a Weierstrassian frame- work they can only be reinterpreted by means of paraphrases de- parting significantly from Euler’s own presentation. Cauchy gives lucid definitions of continuity in terms of infinitesimals that find ready formalisations in Robinson’s framework but scholars working in a Weierstrassian framework bend over backwards either to claim that Cauchy was vague or to engage in a quest for ghosts of de- arXiv:1712.00226v1 [math.HO] 1 Dec 2017 parted quantifiers in his work. -
Model Theory and Ultraproducts
P. I. C. M. – 2018 Rio de Janeiro, Vol. 2 (101–116) MODEL THEORY AND ULTRAPRODUCTS M M Abstract The article motivates recent work on saturation of ultrapowers from a general math- ematical point of view. Introduction In the history of mathematics the idea of the limit has had a remarkable effect on organizing and making visible a certain kind of structure. Its effects can be seen from calculus to extremal graph theory. At the end of the nineteenth century, Cantor introduced infinite cardinals, which allow for a stratification of size in a potentially much deeper way. It is often thought that these ideas, however beautiful, are studied in modern mathematics primarily by set theorists, and that aside from occasional independence results, the hierarchy of infinities has not profoundly influenced, say, algebra, geometry, analysis or topology, and perhaps is not suited to do so. What this conventional wisdom misses is a powerful kind of reflection or transmutation arising from the development of model theory. As the field of model theory has developed over the last century, its methods have allowed for serious interaction with algebraic geom- etry, number theory, and general topology. One of the unique successes of model theoretic classification theory is precisely in allowing for a kind of distillation and focusing of the information gleaned from the opening up of the hierarchy of infinities into definitions and tools for studying specific mathematical structures. By the time they are used, the form of the tools may not reflect this influence. However, if we are interested in advancing further, it may be useful to remember it. -
Fermat, Leibniz, Euler, and the Gang: the True History of the Concepts Of
FERMAT, LEIBNIZ, EULER, AND THE GANG: THE TRUE HISTORY OF THE CONCEPTS OF LIMIT AND SHADOW TIZIANA BASCELLI, EMANUELE BOTTAZZI, FREDERIK HERZBERG, VLADIMIR KANOVEI, KARIN U. KATZ, MIKHAIL G. KATZ, TAHL NOWIK, DAVID SHERRY, AND STEVEN SHNIDER Abstract. Fermat, Leibniz, Euler, and Cauchy all used one or another form of approximate equality, or the idea of discarding “negligible” terms, so as to obtain a correct analytic answer. Their inferential moves find suitable proxies in the context of modern the- ories of infinitesimals, and specifically the concept of shadow. We give an application to decreasing rearrangements of real functions. Contents 1. Introduction 2 2. Methodological remarks 4 2.1. A-track and B-track 5 2.2. Formal epistemology: Easwaran on hyperreals 6 2.3. Zermelo–Fraenkel axioms and the Feferman–Levy model 8 2.4. Skolem integers and Robinson integers 9 2.5. Williamson, complexity, and other arguments 10 2.6. Infinity and infinitesimal: let both pretty severely alone 13 3. Fermat’s adequality 13 3.1. Summary of Fermat’s algorithm 14 arXiv:1407.0233v1 [math.HO] 1 Jul 2014 3.2. Tangent line and convexity of parabola 15 3.3. Fermat, Galileo, and Wallis 17 4. Leibniz’s Transcendental law of homogeneity 18 4.1. When are quantities equal? 19 4.2. Product rule 20 5. Euler’s Principle of Cancellation 20 6. What did Cauchy mean by “limit”? 22 6.1. Cauchy on Leibniz 23 6.2. Cauchy on continuity 23 7. Modern formalisations: a case study 25 8. A combinatorial approach to decreasing rearrangements 26 9. -
0.999… = 1 an Infinitesimal Explanation Bryan Dawson
0 1 2 0.9999999999999999 0.999… = 1 An Infinitesimal Explanation Bryan Dawson know the proofs, but I still don’t What exactly does that mean? Just as real num- believe it.” Those words were uttered bers have decimal expansions, with one digit for each to me by a very good undergraduate integer power of 10, so do hyperreal numbers. But the mathematics major regarding hyperreals contain “infinite integers,” so there are digits This fact is possibly the most-argued- representing not just (the 237th digit past “Iabout result of arithmetic, one that can evoke great the decimal point) and (the 12,598th digit), passion. But why? but also (the Yth digit past the decimal point), According to Robert Ely [2] (see also Tall and where is a negative infinite hyperreal integer. Vinner [4]), the answer for some students lies in their We have four 0s followed by a 1 in intuition about the infinitely small: While they may the fifth decimal place, and also where understand that the difference between and 1 is represents zeros, followed by a 1 in the Yth less than any positive real number, they still perceive a decimal place. (Since we’ll see later that not all infinite nonzero but infinitely small difference—an infinitesimal hyperreal integers are equal, a more precise, but also difference—between the two. And it’s not just uglier, notation would be students; most professional mathematicians have not or formally studied infinitesimals and their larger setting, the hyperreal numbers, and as a result sometimes Confused? Perhaps a little background information wonder . -
Connes on the Role of Hyperreals in Mathematics
Found Sci DOI 10.1007/s10699-012-9316-5 Tools, Objects, and Chimeras: Connes on the Role of Hyperreals in Mathematics Vladimir Kanovei · Mikhail G. Katz · Thomas Mormann © Springer Science+Business Media Dordrecht 2012 Abstract We examine some of Connes’ criticisms of Robinson’s infinitesimals starting in 1995. Connes sought to exploit the Solovay model S as ammunition against non-standard analysis, but the model tends to boomerang, undercutting Connes’ own earlier work in func- tional analysis. Connes described the hyperreals as both a “virtual theory” and a “chimera”, yet acknowledged that his argument relies on the transfer principle. We analyze Connes’ “dart-throwing” thought experiment, but reach an opposite conclusion. In S, all definable sets of reals are Lebesgue measurable, suggesting that Connes views a theory as being “vir- tual” if it is not definable in a suitable model of ZFC. If so, Connes’ claim that a theory of the hyperreals is “virtual” is refuted by the existence of a definable model of the hyperreal field due to Kanovei and Shelah. Free ultrafilters aren’t definable, yet Connes exploited such ultrafilters both in his own earlier work on the classification of factors in the 1970s and 80s, and in Noncommutative Geometry, raising the question whether the latter may not be vulnera- ble to Connes’ criticism of virtuality. We analyze the philosophical underpinnings of Connes’ argument based on Gödel’s incompleteness theorem, and detect an apparent circularity in Connes’ logic. We document the reliance on non-constructive foundational material, and specifically on the Dixmier trace − (featured on the front cover of Connes’ magnum opus) V. -
ULTRAPRODUCTS in ANALYSIS It Appears That the Concept Of
ULTRAPRODUCTS IN ANALYSIS JUNG JIN LEE Abstract. Basic concepts of ultraproduct and some applications in Analysis, mainly in Banach spaces theory, will be discussed. It appears that the concept of ultraproduct, originated as a fundamental method of a model theory, is widely used as an important tool in analysis. When one studies local properties of a Banach space, for example, these constructions turned out to be useful as we will see later. In this writing we are invited to look at some basic ideas of these applications. 1. Ultrafilter and Ultralimit Let us start with the de¯nition of ¯lters on a given index set. De¯nition 1.1. A ¯lter F on a given index set I is a collection of nonempty subsets of I such that (1) A; B 2 F =) A \ B 2 F , and (2) A 2 F ;A ½ C =) C 2 F . Proposition 1.2. Each ¯lter on a given index set I is dominated by a maximal ¯lter. Proof. Immediate consequence of Zorn's lemma. ¤ De¯nition 1.3. A ¯lter which is maximal is called an ultra¯lter. We have following important characterization of an ultra¯lter. Proposition 1.4. Let F be a ¯lter on I. Then F is an ultra¯lter if and only if for any subset Y ½ I, we have either Y 2 F or Y c 2 F . Proof. (=)) Since I 2 F , suppose ; 6= Y2 = F . We have to show that Y c 2 F . De¯ne G = fZ ½ I : 9A 2 F such that A \ Y c ½ Zg. -
Exploring Euler's Foundations of Differential Calculus in Isabelle
Exploring Euler’s Foundations of Differential Calculus in Isabelle/HOL using Nonstandard Analysis Jessika Rockel I V N E R U S E I T H Y T O H F G E R D I N B U Master of Science Computer Science School of Informatics University of Edinburgh 2019 Abstract When Euler wrote his ‘Foundations of Differential Calculus’ [5], he did so without a concept of limits or a fixed notion of what constitutes a proof. Yet many of his results still hold up today, and he is often revered for his skillful handling of these matters despite the lack of a rigorous formal framework. Nowadays we not only have a stricter notion of proofs but we also have computer tools that can assist in formal proof development: Interactive theorem provers help users construct formal proofs interactively by verifying individual proof steps and pro- viding automation tools to help find the right rules to prove a given step. In this project we examine the section of Euler’s ‘Foundations of Differential Cal- culus’ dealing with the differentiation of logarithms [5, pp. 100-104]. We retrace his arguments in the interactive theorem prover Isabelle to verify his lines of argument and his conclusions and try to gain some insight into how he came up with them. We are mostly able to follow his general line of reasoning, and we identify a num- ber of hidden assumptions and skipped steps in his proofs. In one case where we cannot reproduce his proof directly we can still validate his conclusions, providing a proof that only uses methods that were available to Euler at the time. -
Communications Programming Concepts
AIX Version 7.1 Communications Programming Concepts IBM Note Before using this information and the product it supports, read the information in “Notices” on page 323 . This edition applies to AIX Version 7.1 and to all subsequent releases and modifications until otherwise indicated in new editions. © Copyright International Business Machines Corporation 2010, 2014. US Government Users Restricted Rights – Use, duplication or disclosure restricted by GSA ADP Schedule Contract with IBM Corp. Contents About this document............................................................................................vii How to use this document..........................................................................................................................vii Highlighting.................................................................................................................................................vii Case-sensitivity in AIX................................................................................................................................vii ISO 9000.....................................................................................................................................................vii Communication Programming Concepts................................................................. 1 Data Link Control..........................................................................................................................................1 Generic Data Link Control Environment Overview............................................................................... -
4. Basic Concepts in This Section We Take X to Be Any Infinite Set Of
401 4. Basic Concepts In this section we take X to be any infinite set of individuals that contains R as a subset and we assume that ∗ : U(X) → U(∗X) is a proper nonstandard extension. The purpose of this section is to introduce three important concepts that are characteristic of arguments using nonstandard analysis: overspill and underspill (consequences of certain sets in U(∗X) not being internal); hy- perfinite sets and hyperfinite sums (combinatorics of hyperfinite objects in U(∗X)); and saturation. Overspill and underspill ∗ ∗ 4.1. Lemma. The sets N, µ(0), and fin( R) are external in U( X). Proof. Every bounded nonempty subset of N has a maximum element. By transfer we conclude that every bounded nonempty internal subset of ∗N ∗ has a maximum element. Since N is a subset of N that is bounded above ∗ (by any infinite element of N) but that has no maximum element, it follows that N is external. Every bounded nonempty subset of R has a least upper bound. By transfer ∗ we conclude that every bounded nonempty internal subset of R has a least ∗ upper bound. Since µ(0) is a bounded nonempty subset of R that has no least upper bound, it follows that µ(0) is external. ∗ ∗ ∗ If fin( R) were internal, so would N = fin( R) ∩ N be internal. Since N is ∗ external, it follows that fin( R) is also external. 4.2. Proposition. (Overspill and Underspill Principles) Let A be an in- ternal set in U(∗X). ∗ (1) (For N) A contains arbitrarily large elements of N if and only if A ∗ contains arbitrarily small infinite elements of N. -
The Hyperreals
THE HYPERREALS LARRY SUSANKA Abstract. In this article we define the hyperreal numbers, an ordered field containing the real numbers as well as infinitesimal numbers. These infinites- imals have magnitude smaller than that of any nonzero real number and have intuitively appealing properties, harkening back to the thoughts of the inven- tors of analysis. We use the ultrafilter construction of the hyperreal numbers which employs common properties of sets, rather than the original approach (see A. Robinson Non-Standard Analysis [5]) which used model theory. A few of the properties of the hyperreals are explored and proofs of some results from real topology and calculus are created using hyperreal arithmetic in place of the standard limit techniques. Contents The Hyperreal Numbers 1. Historical Remarks and Overview 2 2. The Construction 3 3. Vocabulary 6 4. A Collection of Exercises 7 5. Transfer 10 6. The Rearrangement and Hypertail Lemmas 14 Applications 7. Open, Closed and Boundary For Subsets of R 15 8. The Hyperreal Approach to Real Convergent Sequences 16 9. Series 18 10. More on Limits 20 11. Continuity and Uniform Continuity 22 12. Derivatives 26 13. Results Related to the Mean Value Theorem 28 14. Riemann Integral Preliminaries 32 15. The Infinitesimal Approach to Integration 36 16. An Example of Euler, Revisited 37 References 40 Index 41 Date: June 27, 2018. 1 2 LARRY SUSANKA 1. Historical Remarks and Overview The historical Euclid-derived conception of a line was as an object possessing \the quality of length without breadth" and which satisfies the various axioms of Euclid's geometric structure. -
Hyperreal Calculus MAT2000 ––Project in Mathematics
Hyperreal Calculus MAT2000 ––Project in Mathematics Arne Tobias Malkenes Ødegaard Supervisor: Nikolai Bjørnestøl Hansen Abstract This project deals with doing calculus not by using epsilons and deltas, but by using a number system called the hyperreal numbers. The hyperreal numbers is an extension of the normal real numbers with both infinitely small and infinitely large numbers added. We will first show how this system can be created, and then show some basic properties of the hyperreal numbers. Then we will show how one can treat the topics of convergence, continuity, limits and differentiation in this system and we will show that the two approaches give rise to the same definitions and results. Contents 1 Construction of the hyperreal numbers 3 1.1 Intuitive construction . .3 1.2 Ultrafilters . .3 1.3 Formal construction . .4 1.4 Infinitely small and large numbers . .5 1.5 Enlarging sets . .5 1.6 Extending functions . .6 2 The transfer principle 6 2.1 Stating the transfer principle . .6 2.2 Using the transfer principle . .7 3 Properties of the hyperreals 8 3.1 Terminology and notation . .8 3.2 Arithmetic of hyperreals . .9 3.3 Halos . .9 3.4 Shadows . 10 4 Convergence 11 4.1 Convergence in hyperreal calculus . 11 4.2 Monotone convergence . 12 5 Continuity 13 5.1 Continuity in hyperreal calculus . 13 5.2 Examples . 14 5.3 Theorems about continuity . 15 5.4 Uniform continuity . 16 6 Limits and derivatives 17 6.1 Limits in hyperreal calculus . 17 6.2 Differentiation in hyperreal calculus . 18 6.3 Examples . 18 6.4 Increments .