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Calculus

1666 CEGeneralized in seventeenth-century England and the German states by Newton and Leibniz, on precedents from several earlier mathematical traditions

How can instantaneous speed and distance over time become the same calculation?

Where two intuitions collide

An infinitely small change cannot be held directly, yet limits reveal differentiation and accumulation as inverse processes.

This voyage is an editorial path for understanding, not a claim of direct historical influence or sole invention.

Understand it in one breath

Differentiation studies instantaneous change near a point, while integration studies accumulation across an interval. Under suitable conditions such as continuity, the Fundamental Theorem of Calculus connects the two processes. Building on earlier methods from several mathematical traditions, Newton and Leibniz independently developed general procedures and notation in the seventeenth century.

At a glance

-1-0.500.511.522.53-2-1012345
f(x) = x²

Concept

The mathematics of change (derivatives) and accumulation (integrals).

Key formula

ddx ⁣axf(t)dt=f(x)(Fundamental Theorem of Calculus)\dfrac{d}{dx}\!\int_a^x f(t)\,dt = f(x) \quad \text{(Fundamental Theorem of Calculus)}

Worked examples

  1. 1

    Q.d/dx(x²)

  2. 2

    Q.∫ x dx

Ports in time

This concept was not invented in one instant

Follow the scenes to see problems, notation, standards of proof, and applications changing across different times and places.

1
BC 250Scene 1 / 5Syracuse

Archimedes — a prehistory of integration

In Syracuse, Archimedes found the area between a parabola and a chord through a geometric series of successively smaller triangles and a bounding proof. It is a powerful precedent, not the modern definition of an integral.

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2
AD 1666Scene 2 / 5Woolsthorpe-by-Colsterworth

Newton’s plague-years manuscripts

During the Cambridge closure of 1665–1666, Newton developed ideas about series, tangents, areas, fluxions, optics, and gravitation at Woolsthorpe and nearby. Their exact dates, locations, completion, and publication do not collapse into one miracle day.

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3
AD 1675Scene 3 / 5Paris

Leibniz’s independent discovery in Paris — published in 1684

Leibniz tested d and ∫ in private Paris manuscripts in 1675. His differential method appeared in Leipzig in 1684, followed by printed integral notation in 1686; the Bernoullis and teaching networks helped the notation spread.

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4
AD 1821Scene 4 / 5Paris

Cauchy moves limits and convergence conditions to the foreground

The Cours d’analyse made limits, continuity, sequences, and convergence more explicit. It was a decisive stage of rigor, not the final modern foundation of the real numbers or every epsilon–delta quantifier.

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5
AD 1861Scene 5 / 5Berlin

Weierstrass’s Berlin lectures — replace pictures with conditions

His 1859–1864 lectures rebuilt analysis around arithmetic conditions; in 1872, a continuous nowhere-differentiable function exposed the limits of assuming that every curve is locally smooth.

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Modern applications

Gradient descent in machine learning, tomographic reconstruction in medical imaging, marginal analysis in economics, rocket trajectories, and differential equations for heat, fluids, and electromagnetic fields all use calculus to model continuous change and accumulation.

Beyond MathVoyage

Curated sources and problems. Bring one discovery back from OEIS, Project Euler, MathOverflow, or arXiv.

No concept belongs to one person

Follow people who played different roles

These are not inventor credits. They are different ports: opening a problem, sharpening a language, or carrying it into another world.

Number lenses

A concept looks different when its world of numbers changes

These numbers are editorial lenses for the voyage, not required prerequisites.

Concept genealogy

What supports it, and what does it open?

Only direct editorial links are shown; this is not a complete learning order or historical influence line.