Real Analysis
The Real Analysis pages develop the real line and calculus from completeness. They compare Cauchy-sequence and Dedekind-cut constructions, establish order and topological properties of the real line, and build the theory of sequences, limits, series, continuity, and differentiation. Integration proceeds through the Riemann and gauge integrals, the fundamental theorems, improper integrals, and bounded variation. Further pages treat uniform convergence and power series, define the exponential, logarithm, and trigonometric functions, and establish results on multivariable differentiation, inverse and implicit maps, Jordan content, change of variables, line and surface integrals, and classical integral theorems. The collection also covers ordinary differential equations, convexity, and real special functions.
Set Theory, Topology, Linear Algebra, Combinatorics, and Abstract Algebra support arguments throughout these pages. Measure Theory and Probability draw on its integration results; Functional Analysis, Complex Analysis, Fourier Analysis, and Partial Differential Equations use completeness, limits, and series; Differential Geometry relies on multivariable calculus and change of variables.
Pathway
The parts run in order. Everything a page needs from this group has been read by the time you reach it, and the level on each row is how many dependency steps into the group that page sits.
Part 1 · Building the real numbers
3 pagesAnalysis needs a field where every bounded set has a least upper bound, and the rationals are not one. Two constructions supply it, one by Cauchy sequences of rationals and one by Dedekind cuts, and both arrive at a totally ordered field with the least upper bound property. The axioms are then stated on their own, so the rest of the subject can quote them without carrying either construction.
This page constructs the real number field ℝ via Cauchy sequences, starting from the fundamental definitions of the integers and the rational numbers, and proves that ℝ is a totally ordered, complete field.
14 definitions, 18 lemmas, 8 theorems, 1 example, 2 false statementsThis page constructs the real number field ℝ via Dedekind cuts and proves that ℝ is a totally ordered field with the least-upper-bound property.
11 definitions, 18 lemmas, 7 theorems, 1 example, 2 false statementsThis page assembles the working foundation a first course in real analysis silently assumes: the arithmetic and order facts of ℝ that are usually waved through as "obvious"…
8 definitions, 18 lemmas, 4 propositions, 4 theorems, 5 corollaries, 1 example, 2 counterexamples, 1 false statement
Part 2 · Order, suprema and countability
3 pages · after Part 1The supremum is how completeness gets used, so it is worth the epsilon characterisations and the behaviour under inclusion, translation, scaling and sums. Roots and rational powers are the first things completeness produces that the rationals cannot. Countability separates the sets that can be listed from those that cannot, and it is what makes the line uncountable.
- Suprema and Infima17 results
Completeness of ℝ supplies a least upper bound for every nonempty set bounded above.
3 definitions, 10 lemmas, 1 theorem, 2 false statements, 1 remarkExamples & counterexamples - Countability and Uncountability22 results
This page separates the infinite sets of analysis into those that can be listed and those that cannot.
5 definitions, 5 lemmas, 8 theorems, 2 corollaries, 1 false statement, 1 remarkExamples & counterexamples This page builds exponentiation inside ℝ as far as it can honestly be built with the tools the library currently owns, and then proves the classical inequalities that live at that level.
3 definitions, 9 lemmas, 7 theorems, 2 false statements, 1 remarkExamples & counterexamples
Part 3 · Sequences and completeness
5 pages · after Part 2A sequence converges when its terms eventually stay within any prescribed distance of a limit, and the theorems that follow are the working tools of the subject: the algebra of limits, monotone convergence, Bolzano-Weierstrass, and the equivalence of convergence with the Cauchy condition. Upper and lower limits give every bounded sequence a pair of limits, whether or not it converges. The formal Laurent series field is Cauchy complete without having the least upper bound property, which is why the two forms of completeness are proved equivalent rather than assumed to be the same.
- Sequences and Limits18 results
This page builds the working toolkit for limits of real sequences: the arithmetic of limits, the order properties of limits, the squeeze theorem, and the behaviour of limits under passage to a subsequence.
2 definitions, 10 lemmas, 2 theorems, 3 false statements, 1 remarkExamples & counterexamples This page is where the least-upper-bound property first produces limits.
4 definitions, 6 lemmas, 5 theorems, 1 corollary, 3 false statements, 1 remarkExamples & counterexamples- limsup, liminf, and Subsequential Limits23 results
Every real sequence has a largest and a smallest thing it keeps coming back to.
3 definitions, 10 lemmas, 6 theorems, 1 corollary, 2 false statements, 1 remarkExamples & counterexamples This page builds one field and proves five things about it, because the five together are a single fact that no earlier page in this library could exhibit: Cauchy completeness does not imply the least-upper-bound property.
2 definitions, 3 lemmas, 3 theorems, 2 corollaries, 1 counterexample- Equivalent Forms of Completeness21 results
Every earlier page of this track took the least-upper-bound property as the axiom of ℝ and derived the monotone convergence theorem, the nested interval property, Bolzano-Weierstrass and the Cauchy criterion from it.
3 definitions, 8 lemmas, 4 theorems, 2 corollaries, 3 false statements, 1 remarkExamples & counterexamples
Part 4 · Series
2 pages · after Part 3A series is the limit of its partial sums, so every test is a theorem about sequences. Comparison, condensation, ratio, root and integral tests settle the nonnegative case, where convergence is a question about growth. Absolute convergence is then separated from conditional convergence, and the separation is sharp: rearranging a conditionally convergent series changes what it sums to.
A natural number here is a von Neumann natural, that is a set, so it is not an element of ℝ and cannot be divided into 1.
1 definition, 5 lemmas, 12 theorems, 3 corollaries, 3 false statements, 1 remarkExamples & counterexamplesA natural number here is a von Neumann natural, that is a set, so it is not an element of ℝ and cannot be divided into 1.
4 definitions, 2 lemmas, 10 theorems, 2 corollaries, 6 false statements, 2 remarksExamples & counterexamples
Part 5 · Topology of the line
2 pages · after Parts 3 and 4Open, closed, compact and connected sets let the theorems about functions be stated about the sets they act on rather than about intervals. Compactness is proved in the form used later, and connectedness is what makes the intermediate value theorem an argument about sets. The Cantor set, Baire category and measure zero give two ways for a set to be small, and they do not agree.
- Topology of ℝ22 results
This page builds the topology of ℝ from the order and the absolute value alone, and takes it as far as the four theorems that make ℝ a special space rather than a generic…
7 definitions, 3 lemmas, 8 theorems, 3 false statements, 1 remarkExamples & counterexamples There are two ways for a subset of ℝ to be small, and they are unrelated.
6 definitions, 4 lemmas, 7 theorems, 1 corollary, 5 false statements, 1 remarkExamples & counterexamples
Part 6 · Limits and continuity
3 pages · after Part 5Continuity is defined for a function on a subset of the line, then made usable by the sequential criterion, the algebra of continuous functions, and the description by preimages of open sets. The theorems continuity exists for follow: the intermediate value theorem, the extreme value theorem, the image of a compact set, and uniform continuity where the domain forces it. Monotone functions close the part, with a full description of the sets on which a function can fail to be continuous.
- Limits of Real Functions21 results
This page defines what it means for a function of a real variable to have a limit at a point, and proves the toolkit that makes the notion usable: uniqueness, locality, the…
3 definitions, 6 lemmas, 5 theorems, 1 corollary, 5 false statements, 1 remarkExamples & counterexamples This page defines continuity of a real function on a subset of ℝ, proves the toolkit that makes the notion usable, and then proves the four theorems that continuity exists…
2 definitions, 2 lemmas, 11 theorems, 3 corollaries, 3 false statementsExamples & counterexamplesA function of a real variable can fail to be continuous in only so many ways, and this page measures the failure.
8 definitions, 5 lemmas, 14 theorems, 2 corollaries, 2 false statements, 1 remarkExamples & counterexamples
Part 7 · Differentiation
3 pages · after Part 6The derivative is a limit of difference quotients, and the mean value theorems are what turn local information about it into global statements about the function. Rolle, the mean value theorem and its Cauchy form come first, then Darboux's theorem, L'Hopital's rule and Taylor's theorem with remainder. Convexity is characterised by the three slope inequality, and through it by monotonicity of the derivative and the sign of the second derivative.
This page defines the derivative of a real function at a point, proves the rules that make it computable, and then proves four central theorems whose hypotheses use…
2 definitions, 1 lemma, 9 theorems, 4 corollaries, 2 false statements, 1 remarkExamples & counterexamples- Darboux, L'Hôpital, and Taylor's Theorem20 results
The derivative and mean value theorems supply Rolle's theorem, Cauchy's mean value theorem, and the algebra of derivatives.
2 definitions, 4 lemmas, 8 theorems, 4 corollaries, 1 false statement, 1 remarkExamples & counterexamples - Convexity19 results
Convexity expresses that a graph lies below each chord joining two of its points.
4 definitions, 2 lemmas, 7 theorems, 5 corollaries, 1 remarkExamples & counterexamples
Part 8 · The Riemann integral
5 pages · after Parts 4, 6 and 7Upper and lower Darboux sums define Riemann integrability and yield its linearity, additivity, order properties, standard integrable classes, and the fundamental theorem of calculus. Improper integrals extend integration to unbounded functions and intervals, while Riemann-Stieltjes integration uses integrators of bounded variation. Gauge integration replaces a uniform mesh bound by a positive radius depending on the tag; Cousin's lemma guarantees fine tagged partitions. The Henstock-Kurzweil integral contains the Riemann integral, satisfies a Cauchy criterion, subinterval additivity, and the Saks-Henstock estimate, and integrates every derivative to its endpoint increment. Its compact and noncompact forms support integration by parts, substitution, comparison tests, and Hake extension across a finite missing endpoint.
Define the integral of a bounded real function over a closed bounded interval, and settle exactly which functions have one.
4 definitions, 3 lemmas, 6 theorems, 1 corollary, 4 false statements, 1 remarkExamples & counterexamplesThe previous page defined the integral and settled which functions have one.
2 definitions, 2 lemmas, 13 theorems, 2 corollaries, 1 remarkExamples & counterexamples- The Gauge Integral and Cousin's Lemma18 results
Tagged Riemann sums approximate an integral by sampling one point in each partition interval, and the fundamental theorem evaluates an integrable derivative by its endpoint increment.
3 definitions, 1 proposition, 11 theorems, 3 corollariesExamples & counterexamples The declared prerequisites supply partitions, Darboux and tagged Riemann sums, algebra and order estimates for proper integrals, the working fundamental theorem, integration by parts, substitution, and the integral test.
4 definitions, 9 lemmas, 14 theorems, 5 corollaries, 1 remarkExamples & counterexamples- Improper Integrals25 results
The declared prerequisites provide oriented integrals, additivity, linearity, order and absolute-value estimates, the working fundamental theorem, integration by parts…
5 definitions, 2 lemmas, 13 theorems, 4 corollaries, 1 remarkExamples & counterexamples
Part 9 · Sequences of functions and power series
3 pages · after Parts 3, 7 and 8Pointwise convergence of functions preserves neither continuity nor the integral, and uniform convergence is the hypothesis that repairs both. It is set up with the supremum metric, then applied in the space of continuous functions on a compact set, where Arzela-Ascoli describes the compact families and Stone-Weierstrass the dense subalgebras. Power series are the case where uniform convergence is available on every compact subset of the disc of convergence, which is what makes term by term differentiation legitimate.
Real convergence and the Cauchy criterion supply the pointwise and completeness arguments, while metric continuity and compactness control functions on metric domains.
3 definitions, 4 lemmas, 9 theorems, 2 corollaries, 1 remarkExamples & counterexamples- Approximation and Compactness in C(K)22 results
The space C(K,ℝ) is formed from continuous real-valued functions on a compact metric space.
4 definitions, 9 lemmas, 6 theorems, 3 corollariesExamples & counterexamples - Power Series and Real-Analytic Functions32 results
This page builds on uniform convergence and its differentiation and integration limit theorems, absolute convergence and Cauchy products, completeness through limit superior…
4 definitions, 8 lemmas, 11 theorems, 6 corollaries, 3 false statementsExamples & counterexamples
Part 10 · The classical functions
7 pages · after Part 9The exponential, logarithm, sine and cosine are defined by their power series, so every identity is proved rather than read off a picture. The exponential yields its addition law, derivative and range, and pi comes from the zeros of the cosine, not from geometry. The trigonometric identities, the inverse functions and the integral logarithm follow, and the characterisations an informal treatment assumes are proved equivalent. In several variables they split a Cartesian expression into radial and angular parts, and the standard pathologies follow: line limits without a limit, a circle defeating the vector-valued mean value equality, agreeing mixed partials, differentiability with unbounded or discontinuous partials, uniform boundedness without equicontinuity, an exact solid of revolution, and non-injective spherical coordinates.
- Sine, Cosine, and the Definition of Pi16 results
Sine and cosine are defined by their everywhere-convergent power series, rather than by geometric angle measure.
3 definitions, 2 lemmas, 8 theorems, 3 corollariesExamples & counterexamples - The Exponential Function19 results
Real power-series theory supplies convergence radii, compact-uniform convergence, termwise differentiation, and Cauchy products.
1 definition, 3 lemmas, 11 theorems, 3 corollaries, 1 remarkExamples & counterexamples - Fundamental Trigonometric Identities19 results
The sine--cosine addition formulas and the quotient-function definitions supply the basic algebra on this page.
2 definitions, 2 lemmas, 14 theorems, 1 corollaryExamples & counterexamples - The Logarithm and General Powers26 results
The exponential function is a continuous increasing bijection onto the positive reals.
5 definitions, 20 theorems, 1 corollaryExamples & counterexamples The earlier trigonometric development supplies sine, cosine, tangent, their addition formulas, signs, periods, monotonicity, and derivatives.
2 definitions, 1 lemma, 3 theoremsExamples & counterexamplesThe oriented Riemann integral, its additivity, the first fundamental theorem of calculus, the mean value theorem, and the intermediate value theorem provide the calculus background.
2 definitions, 1 lemma, 9 theorems, 6 corollaries, 1 remarkExamples & counterexamplesThe Pythagorean and double-angle identities of Parity and the Pythagorean identity for sine and cosine and Double-angle and quadratic power-reduction identities convert…
1 propositionExamples & counterexamples
Part 11 · Several variables
12 pages · after Parts 7, 8 and 10Norms give limits in ; total derivatives give the chain rule, mixed partials, Taylor formulas, extrema, and inverse and implicit functions. Jordan integration, Fubini, change of variables, improper multiple integrals, parameter differentiation, and convexity extend calculus to higher dimensions, while Picard-Lindelof and its consequences settle first-order equations. The added normed-space page makes the ambient completeness theory explicit by introducing normed subspaces, finite product norms, Banach spaces, absolutely convergent series, and completion via bounded linear maps. Manifolds, local flows, partitions of unity, regular surfaces, and constant-rank geometry then close the thread by turning coordinate calculations into intrinsic constructions.
A natural number here is a von Neumann natural, that is a set, so it is not an element of ℝ.
8 definitions, 2 lemmas, 9 theorems, 2 corollaries, 1 remarkExamples & counterexamplesThe one-dimensional Riemann integral supplies Darboux sums, tagged sums, refinement, and the Riemann criterion.
9 definitions, 7 lemmas, 10 theorems, 3 corollaries, 1 remarkExamples & counterexamples- The Total Derivative in ℝᵐ → ℝⁿ17 results
The total derivative is a linear approximation whose error is small compared with the Euclidean size of the increment.
5 definitions, 3 lemmas, 7 theorems, 1 corollary, 1 remarkExamples & counterexamples For scalar fields on Euclidean open sets, total derivatives provide gradients and the one-variable Taylor theorems provide the analytic input along a line segment.
5 definitions, 3 lemmas, 8 theorems, 5 corollariesExamples & counterexamplesMultivariable differentiation, mixed partial derivatives, Taylor estimates, and Euclidean completeness provide the local analytic tools for these theorems.
2 definitions, 1 lemma, 2 theoremsExamples & counterexamplesOne-variable convexity supplies the chord inequality, supporting-line intuition, Jensen's inequality, and the derivative criteria that line restrictions carry into Euclidean space.
5 definitions, 3 lemmas, 4 propositions, 13 theorems, 6 corollariesExamples & counterexamples- Fubini and Change of Variables25 results
Multidimensional Darboux integration and Jordan content provide rectangles, grids, null boundaries, and integration over Jordan sets.
3 definitions, 7 lemmas, 6 theorems, 9 corollariesExamples & counterexamples The vector-valued fundamental theorems of calculus turn a differentiable initial value problem into a Volterra integral equation and recover a derivative from a continuous integral.
5 definitions, 8 lemmas, 2 propositions, 7 theorems, 4 corollariesExamples & counterexamplesRiemann integration on compact Jordan sets, Fubini, and compact change of variables provide the proper integrals used on each truncation.
3 definitions, 5 lemmas, 7 theoremsExamples & counterexamples- The Inverse Function Theorem Completed16 results
Multivariable total differentiation and the Euclidean inverse and implicit function theorems supply local C¹ inverses, implicit solution maps, and their derivative formulas.
4 definitions, 1 lemma, 8 theorems, 3 corollariesExamples & counterexamples The Euclidean inverse function theorem turns an invertible derivative into local coordinates, while higher inverse regularity preserves the Cᵏ class.
5 definitions, 4 lemmas, 5 theorems, 5 corollaries, 1 exampleExamples & counterexamples- Regular Surfaces and Surface Integrals22 results
line-integrals-and-the-gradient-theorem supplies parametrized integration, orientation-sensitive line integrals, and the compact-Jordan change-of-variables setting inherited through its declared prerequisites.
8 definitions, 3 lemmas, 1 proposition, 7 theorems, 3 corollariesExamples & counterexamples
Part 12 · Curves and the fundamental theorems
10 pages · after Parts 7, 8, 9, 10 and 11Path length is the supremum of polygonal approximations, so bounded variation becomes geometry on curves; the fundamental theorems of calculus, line integrals and the gradient theorem turn derivatives back into increments. Jordan content gives area and volume. The tangent-cotangent page rewrites first-order calculus intrinsically on manifolds, with vectors as derivations or curve velocities and differentials as functorial chain-rule maps. The characterisations of , the complex exponential, oscillatory examples, and the Gamma and Beta integrals connect geometry with special functions. The divergence theorem and classical Stokes then globalize divergence and curl.
- Arc Length and Rectifiable Curves15 results
bounded-variation-and-riemann-stieltjes provides scalar total variation, its additivity, and the continuity of the variation function for continuous functions.
2 definitions, 2 lemmas, 1 proposition, 6 theorems, 4 corollariesExamples & counterexamples - The Fundamental Theorems of Calculus10 results
bounded-variation-and-riemann-stieltjes supplies Riemann--Stieltjes integration and its reduction to an ordinary Riemann integral for a continuously differentiable integrator.
7 theorems, 2 corollaries, 1 remarkExamples & counterexamples - pi: the Equivalent Characterizations16 results
Pi as twice the smallest positive zero of cosine defines π as twice the least positive zero of cosine, while Pi is the first positive zero of sine and The zero sets of sine…
3 definitions, 2 lemmas, 10 theorems, 1 corollaryExamples & counterexamples - Areas of Elementary Plane Figures15 results
Jordan content assigns size to bounded sets through finite inner packings and outer covers, while Fubini evaluates integrals over regions between continuous graphs.
4 definitions, 1 lemma, 1 proposition, 6 theorems, 2 corollaries, 1 false statementExamples & counterexamples - Line Integrals and the Gradient Theorem31 results
Paths in ℝⁿ, inscribed polygonal sums, arc length as their supremum, and rectifiability and A continuous piecewise-C¹ path is rectifiable and its length is the sum of the…
7 definitions, 6 lemmas, 10 theorems, 6 corollaries, 2 remarksExamples & counterexamples This development treats ℂ as the Euclidean plane. The declared prerequisites provide real exponential and trigonometric series, metric completeness, finite monoid sums…
7 definitions, 5 lemmas, 13 theorems, 3 corollariesExamples & counterexamplesSine and cosine are available with their derivative, period, and inverse-function laws.
1 definition, 4 lemmas, 3 theorems, 2 corollaries, 1 remarkExamples & counterexamplesJordan content and the multidimensional Riemann integral assign size and integrals to compact Jordan sets, while the boundary criterion reduces measurability to content-zero boundaries.
2 definitions, 2 lemmas, 6 theorems, 5 corollariesExamples & counterexamples- The Real Gamma and Beta Functions25 results
Improper integration supplies convergence, comparison, exhaustion, and dominated parameter differentiation, while logarithms and real powers control endpoint singularities and parameter derivatives.
3 definitions, 3 lemmas, 1 proposition, 10 theorems, 8 corollariesExamples & counterexamples regular-surfaces-and-surface-integrals supplies regular patches, orientations, flux, finitely patched surfaces, and the graph-based surface-integral formulas that this page repeatedly reuses.
9 definitions, 13 lemmas, 1 proposition, 6 theorems, 15 corollaries, 1 remarkExamples & counterexamples