Curve Controlled Modeling

In mathematics, a curve (also called a curved line in older texts) is an object similar to a line (geometry), line, but that does not have to be Linearity, straight.

Intuitively, a curve may be thought of as the trace left by a moving point (geometry), point. This is the definition that appeared more than 2000 years ago in Euclid's Elements, Euclid's ''Elements'': "The [curved] line is […] the first species of quantity, which has only one dimension, namely length, without any width nor depth, and is nothing else than the flow or run of the point which […] will leave from its imaginary moving some vestige in length, exempt of any width."

This definition of a curve has been formalized in modern mathematics as: ''A curve is the image (mathematics), image of an interval (mathematics), interval to a topological space by a continuous function''. In some contexts, the function that defines the curve is called a ''parametrization'', and the curve is a parametric curve. In this article, these curves are sometimes called ''topological curves'' to distinguish them from more constrained curves such as differentiable curves. This definition encompasses most curves that are studied in mathematics; notable exceptions are level curves (which are union (set theory), unions of curves and isolated points), and algebraic curves (see below). Level curves and algebraic curves are sometimes called implicit curves, since they are generally defined by implicit equations.

Nevertheless, the class of topological curves is very broad, and contains some curves that do not look as one may expect for a curve, or even cannot be drawn. This is the case of space-filling curves and fractal curves. For ensuring more regularity, the function that defines a curve is often supposed to be differentiable function, differentiable, and the curve is then said to be a differentiable curve.

A plane algebraic curve is the zero set of a polynomial in two indeterminate (variable), indeterminates. More generally, an algebraic curve is the zero set of a finite set of polynomials, which satisfies the further condition of being an algebraic variety of dimension of an algebraic variety, dimension one. If the coefficients of the polynomials belong to a field (mathematics), field , the curve is said to be ''defined over'' . In the common case of a real algebraic curve, where is the field of real numbers, an algebraic curve is a finite union of topological curves. When complex number, complex zeros are considered, one has a ''complex algebraic curve'', which, from the topology, topological point of view, is not a curve, but a surface (mathematics), surface, and is often called a Riemann surface. Although not being curves in the common sense, algebraic curves defined over other fields have been widely studied. In particular, algebraic curves over a finite field are widely used in modern cryptography.

History

Interest in curves began long before they were the subject of mathematical study. This can be seen in numerous examples of their decorative use in art and on everyday objects dating back to prehistoric
times.Lockwood p. ix Curves, or at least their graphical representations, are simple to create, for example with a stick on the sand on a beach.

Historically, the term was used in place of the more modern term . Hence the terms and were used to distinguish what are today called lines from curved lines. For example, in Book I of Euclid's Elements, a line is defined as a "breadthless length" (Def. 2), while a line is defined as "a line that lies evenly with the points on itself" (Def. 4). Euclid's idea of a line is perhaps clarified by the statement "The extremities of a line are points," (Def. 3). Later commentators further classified lines according to various schemes. For example:
*Composite lines (lines forming an angle)
*Incomposite lines
**Determinate (lines that do not extend indefinitely, such as the circle)
**Indeterminate (lines that extend indefinitely, such as the straight line and the parabola)

The Greek geometers had studied many other kinds of curves. One reason was their interest in solving geometrical problems that could not be solved using standard compass and straightedge construction.
These curves include:
*The conic sections, studied in depth by Apollonius of Perga
*The cissoid of Diocles, studied by Diocles (mathematician), Diocles and used as a method to doubling the cube, double the cube.
*The conchoid of Nicomedes, studied by Nicomedes (mathematician), Nicomedes as a method to both double the cube and to angle trisection, trisect an angle.
*The Archimedean spiral, studied by Archimedes as a method to trisect an angle and Squaring the circle, square the circle.
*The spiric sections, sections of torus, tori studied by Perseus (geometer), Perseus as sections of cones had been studied by Apollonius.

A fundamental advance in the theory of curves was the introduction of analytic geometry by René Descartes in the seventeenth century. This enabled a curve to be described using an equation rather than an elaborate geometrical construction. This not only allowed new curves to be defined and studied, but it enabled a formal distinction to be made between algebraic curves that can be defined using polynomial equations, and transcendental curves that cannot. Previously, curves had been described as "geometrical" or "mechanical" according to how they were, or supposedly could be, generated.

Conic sections were applied in astronomy by Johannes Kepler, Kepler.
Newton also worked on an early example in the calculus of variations. Solutions to variational problems, such as the brachistochrone and tautochrone questions, introduced properties of curves in new ways (in this case, the cycloid). The catenary gets its name as the solution to the problem of a hanging chain, the sort of question that became routinely accessible by means of differential calculus.

In the eighteenth century came the beginnings of the theory of plane algebraic curves, in general. Newton had studied the cubic curves, in the general description of the real points into 'ovals'. The statement of Bézout's theorem showed a number of aspects which were not directly accessible to the geometry of the time, to do with singular points and complex solutions.

Since the nineteenth century, curve theory is viewed as the special case of dimension one of the theory of manifolds and algebraic varieties. Nevertheless, many questions remain specific to curves, such as space-filling curves, Jordan curve theorem and Hilbert's sixteenth problem.

Topological curve

A topological curve can be specified by a continuous function (topology), continuous function $\gamma \colon I \rightarrow X$ from an Interval (mathematics), interval of the real numbers into a topological space . Properly speaking, the ''curve'' is the image (mathematics), image of $\gamma.$ However, in some contexts, $\gamma$ itself is called a curve, especially when the image does not look like what is generally called a curve and does not characterize sufficiently $\gamma.$

For example, the image of the Peano curve or, more generally, a space-filling curve completely fills a square, and therefore does not give any information on how $\gamma$ is defined.

A curve $\gamma$ is closed or is a ''loop (topology), loop'' if $I = [a, b]$ and $\gamma(a) = \gamma(b)$. A closed curve is thus the image of a continuous mapping of a circle. A non-closed curve may also be called an ''open curve''.

If the domain of a function, domain of a topological curve is a closed and bounded interval $I = [a, b]$, the curve is called a ''path (topology), path'', also known as ''topological arc'' (or just ).

A curve is simple if it is the image of an interval or a circle by an injective continuous function. In other words, if a curve is defined by a continuous function $\gamma$ with an interval as a domain, the curve is simple if and only if any two different points of the interval have different images, except, possibly, if the points are the endpoints of the interval. Intuitively, a simple curve is a curve that "does not cross itself and has no missing points" (a continuous non-self-intersecting curve).

A ''plane curve'' is a curve for which $X$ is the Euclidean plane—these are the examples first encountered—or in some cases the projective plane. A is a curve for which $X$ is at least three-dimensional; a is a space curve which lies in no plane. These definitions of plane, space and skew curves apply also to real algebraic geometry, real algebraic curves, although the above definition of a curve does not apply (a real algebraic curve may be connected space, disconnected).

A plane simple closed curve is also called a Jordan curve. It is also defined as a non-self-intersecting loop (topology), continuous loop in the plane. The Jordan curve theorem states that the set complement in a plane of a Jordan curve consists of two connected component (topology), connected components (that is the curve divides the plane in two non-intersecting region (mathematics), regions that are both connected). The bounded region inside a Jordan curve is known as Jordan domain.

The definition of a curve includes figures that can hardly be called curves in common usage. For example, the image of a curve can cover a Square (geometry), square in the plane (space-filling curve), and a simple curve may have a positive area. Fractal curves can have properties that are strange for the common sense. For example, a fractal curve can have a Hausdorff dimension bigger than one (see Koch snowflake) and even a positive area. An example is the dragon curve, which has many other unusual properties.

Differentiable curve

Roughly speaking a is a curve that is defined as being locally the image of an injective differentiable function $\gamma \colon I \rightarrow X$ from an Interval (mathematics), interval of the real numbers into a differentiable manifold , often $\mathbb^n.$

More precisely, a differentiable curve is a subset of where every point of has a neighborhood such that $C\cap U$ is diffeomorphism, diffeomorphic to an interval of the real numbers. In other words, a differentiable curve is a differentiable manifold of dimension one.

Differentiable arc

In Euclidean geometry, an arc (symbol: ⌒) is a connected set, connected subset of a Differentiable function, differentiable curve.

Arcs of line (geometry), lines are called line segment, segments, ray (geometry), rays, or line (geometry), lines, depending on how they are bounded.

A common curved example is an arc of a circle, called a circular arc.

In a sphere (or a spheroid), an arc of a great circle (or a great ellipse) is called a great arc.

Length of a curve

If $X = \mathbb^$ is the $n$-dimensional Euclidean space, and if $\gamma: [a,b] \to \mathbb^$ is an injective and continuously differentiable function, then the length of $\gamma$ is defined as the quantity
:$\operatorname(\gamma) ~ \stackrel ~ \int_^ , \gamma\,'(t), ~ \mathrm.$
The length of a curve is independent of the Parametrization (geometry), parametrization $\gamma$.

In particular, the length $s$ of the graph of a function, graph of a continuously differentiable function $y = f(x)$ defined on a closed interval $[a,b]$ is
:$s = \int_^ \sqrt ~ \mathrm,$
which can be thought of intuitively as using the Pythagorean theorem at the infinitesimal scale continuously over the full length of the curve.

More generally, if $X$ is a metric space with metric $d$, then we can define the length of a curve $\gamma: [a,b] \to X$ by
:$\operatorname(\gamma) ~ \stackrel ~ \sup \! \left\,$
where the supremum is taken over all $n \in \mathbb$ and all partitions $t_ < t_ < \ldots < t_$ of $[a, b]$.

A rectifiable curve is a curve with wiktionary:finite, finite length. A curve $\gamma: [a,b] \to X$ is called (or unit-speed or parametrized by arc length) if for any $t_,t_ \in [a,b]$ such that $t_ \leq t_$, we have
:$\operatorname \! \left( \gamma, _ \right) = t_ - t_.$

If $\gamma: [a,b] \to X$ is a Lipschitz continuity, Lipschitz-continuous function, then it is automatically rectifiable. Moreover, in this case, one can define the speed (or metric derivative) of $\gamma$ at $t \in [a,b]$ as
:$(t) ~ \stackrel ~ \limsup_ \frac$
and then show that
:$\operatorname(\gamma) = \int_^ (t) ~ \mathrm.$

Differential geometry

While the first examples of curves that are met are mostly plane curves (that is, in everyday words, ''curved lines'' in ''two-dimensional space''), there are obvious examples such as the helix which exist naturally in three dimensions. The needs of geometry, and also for example classical mechanics are to have a notion of curve in space of any number of dimensions. In general relativity, a world line is a curve in spacetime.

If $X$ is a differentiable manifold, then we can define the notion of ''differentiable curve'' in $X$. This general idea is enough to cover many of the applications of curves in mathematics. From a local point of view one can take $X$ to be Euclidean space. On the other hand, it is useful to be more general, in that (for example) it is possible to define the Differential geometry of curves, tangent vectors to $X$ by means of this notion of curve.

If $X$ is a smooth manifold, a ''smooth curve'' in $X$ is a smooth map

:$\gamma \colon I \rightarrow X$.

This is a basic notion. There are less and more restricted ideas, too. If $X$ is a $C^k$ manifold (i.e., a manifold whose chart (topology), chart's Atlas (topology)#Transition_maps, transition maps are $k$ times continuously differentiable), then a $C^k$ curve in $X$ is such a curve which is only assumed to be $C^k$ (i.e. $k$ times continuously differentiable). If $X$ is an manifold, analytic manifold (i.e. infinitely differentiable and charts are expressible as power series), and $\gamma$ is an analytic map, then $\gamma$ is said to be an ''analytic curve''.

A differentiable curve is said to be if its derivative never vanishes. (In words, a regular curve never slows to a stop or backtracks on itself.) Two $C^k$ differentiable curves

:$\gamma_1 \colon I \rightarrow X$ and

:$\gamma_2 \colon J \rightarrow X$

are said to be ''equivalent'' if there is a bijection, bijective $C^k$ map

:$p \colon J \rightarrow I$

such that the inverse map

:$p^ \colon I \rightarrow J$

is also $C^k$, and

:$\gamma_(t) = \gamma_(p(t))$

for all $t$. The map $\gamma_2$ is called a ''reparametrization'' of $\gamma_1$; and this makes an equivalence relation on the set of all $C^k$ differentiable curves in $X$. A $C^k$ ''arc'' is an equivalence class of $C^k$ curves under the relation of reparametrization.

Algebraic curve

Algebraic curves are the curves considered in algebraic geometry. A plane algebraic curve is the set (mathematics), set of the points of coordinates such that , where is a polynomial in two variables defined over some field . One says that the curve is ''defined over'' . Algebraic geometry normally considers not only points with coordinates in but all the points with coordinates in an algebraically closed field .

If ''C'' is a curve defined by a polynomial ''f'' with coefficients in ''F'', the curve is said to be defined over ''F''.

In the case of a curve defined over the real numbers, one normally considers points with complex number, complex coordinates. In this case, a point with real coordinates is a ''real point'', and the set of all real points is the ''real part'' of the curve. It is therefore only the real part of an algebraic curve that can be a topological curve (this is not always the case, as the real part of an algebraic curve may be disconnected and contain isolated points). The whole curve, that is the set of its complex point is, from the topological point of view a surface. In particular, the nonsingular complex projective algebraic curves are called Riemann surfaces.

The points of a curve with coordinates in a field are said to be rational over and can be denoted . When is the field of the rational numbers, one simply talks of ''rational points''. For example, Fermat's Last Theorem may be restated as: ''For'' , ''every rational point of the Fermat curve of degree has a zero coordinate''.

Algebraic curves can also be space curves, or curves in a space of higher dimension, say . They are defined as algebraic varieties of dimension of an algebraic variety, dimension one. They may be obtained as the common solutions of at least polynomial equations in variables. If polynomials are sufficient to define a curve in a space of dimension , the curve is said to be a complete intersection. By eliminating variables (by any tool of elimination theory), an algebraic curve may be projected onto a plane algebraic curve, which however may introduce new singularities such as cusp (singularity), cusps or double points.

A plane curve may also be completed to a curve in the projective plane: if a curve is defined by a polynomial of total degree , then simplifies to a homogeneous polynomial of degree . The values of such that are the homogeneous coordinates of the points of the completion of the curve in the projective plane and the points of the initial curve are those such that is not zero. An example is the Fermat curve , which has an affine form . A similar process of homogenization may be defined for curves in higher dimensional spaces.

Except for line (geometry), lines, the simplest examples of algebraic curves are the conic section, conics, which are nonsingular curves of degree two and genus (mathematics), genus zero. Elliptic curves, which are nonsingular curves of genus one, are studied in number theory, and have important applications to cryptography.

See also

*Coordinate curve
*Crinkled arc
*Curve fitting
*Curve orientation
*Curve sketching
*Differential geometry of curves
*Gallery of curves
*Index of the curve
*List of curves topics
*List of curves
*Osculating circle
*Parametric surface
*Path (topology)
*Polygonal curve
*Position vector
*Vector-valued function
**Infinite-dimensional vector function
*Winding number

Notes

References

*
*
* Euclid, commentary and trans. by T. L. Heath ''Elements'' Vol. 1 (1908 Cambridge
Google Books
* E. H. Lockwood ''A Book of Curves'' (1961 Cambridge)

External links

School of Mathematics and Statistics, University of St Andrews, Scotland
Mathematical curves
A collection of 874 two-dimensional mathematical curves

*[http://faculty.evansville.edu/ck6/GalleryTwo/Introduction2.html Gallery of Bishop Curves and Other Spherical Curves, includes animations by Peter Moses]
* The Encyclopedia of Mathematics article o
lines

* The Manifold Atlas page o
1-manifolds

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Curves,
Metric geometry
Topology
General topology