VECTOR

quantity having both magnitude and direction; it may be represented by a directed line segment. Many physical quantities are vectors, e.g., force, velocity, and momentum. Thus, in specifying a force, one must state not only how large it is but also in what direction it acts.

Representation and Reference Systems

The simplest representation of a vector is as an arrow connecting two points. Thus, AB designates the vector represented by an arrow from point A to point B, while BA designates a vector of equal magnitude in the opposite direction, from B to A. In order to compare vectors and to operate on them mathematically, however, it is necessary to have some reference system that determines scale and direction. Cartesian coordinates are often used for this purpose. In the plane, two axes and unit lengths along each axis serve to determine magnitude and direction throughout the plane. For example, if the point A mentioned above has coordinates (2,3) and the point B coordinates (5,7), the size and position of the vector are thus determined. The size of the vector in the x-direction is found by projecting the vector onto the x-axis, i.e., by dropping perpendicular line segments to the x-axis. The length of this projection is simply the difference between the x-coordinates of the two points A and B, or 5−2=3. This is called the x-component of the vector. Similarly, the y-component of the vector is found to be 7−3=4. A vector is frequently expressed by giving its components with respect to the coordinate axes; thus, our vector becomes [3,4].

Knowledge of the components of a vector enables one to compute its magnitude—in this case, 5, from the Pythagorean theorem [(32+42)1/2=5)]—and its direction from trigonometry, once the lengths of the sides of the right triangle formed by the vector and its components are known. (Trigonometry can also be used to find the component of the vector as projected in some direction other than the x-axis or y-axis.) Since the vector points from A to B, both its components are positive; if it pointed from B to A, its components would be [−3,−4] but its magnitude and orientation would be the same.

It is obvious that an infinite number of vectors can have the same components [3,4], since there are an infinite number of pairs of points in the plane with x- and y-coordinates whose respective differences are 3 and 4. All these vectors have the same magnitude and direction, being parallel to one another, and are considered equal. Thus, any vector with components a and b can be considered as equal to the vector [a,b] directed from the origin (0,0) to the point (a,b). The concept of a vector can be extended to three or more dimensions.

Addition and Multiplication of Vectors

The addition, or composition, of two vectors can be accomplished either algebraically or graphically. For example, to add the two vectors U [−3,1] and V [5,2], one can add their corresponding components to find the resultant vector R [2,3], or one can graph U and V on a set of coordinate axes and complete the parallelogram formed with U and V as adjacent sides to obtain R as the diagonal from the common vertex of U and V.

Two different kinds of multiplication are defined for vectors in three dimensions. The scalar, or dot, product of two vectors, A and B, is a scalar, or quantity that has a magnitude but no direction, rather than a vector, and is equal to the product of the magnitudes of A and B and the cosine of the angle θ between them, or AB=|A| |B| cos θ. The vector, or cross, product of A and B is a vector, A×B, whose magnitude is equal to |A| |B| sin θ and whose orientation is perpendicular to both A and B and pointing in the direction in which a right-hand screw would advance if turned from A to B through the angle θ. The vector product is an example of a kind of multiplication that does not follow the commutative law, since A×B=−B×A.

Vector Analysis and Vector Space

The components of a vector need not be constants but can also be variables and functions of variables. For example, the position of a body moving through space can be described by a vector whose x,y, and z components are each functions of time. The methods of the calculus may be applied to such vector functions, leading to the branch of mathematics known as vector analysis.

The more general extension of vectors leads to the concept of a vector space. A vector space is a set of elements, A,B,C,…, called vectors, for which the operations of addition of vectors and multiplication of a vector by a scalar are defined and which satisfies ten axioms relating to such properties as closure under both operations, associativity, commutativity, and existence of a zero vector, an additive inverse (negative of a vector), and a unit scalar.

Bibliography

See P. Gustyatnikov and S. Reznichenko, Vector Algebra (1988); J. E. Marsden and A. Tromba, Vector Calculus (1988).

____________________

The Columbia Encyclopedia, Sixth Edition Copyright© 2004, Columbia University Press. Licensed from Lernout & Hauspie Speech Products N.V. All rights reserved.

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9. This exercise is concerned with vector spaces that need not be finite-dimensional...reasoning that is needed to prove that every Vector space has a basis cf. 7, Ex. 11 . a...X. The set of all such functions is a Vector space with respect to this definition...
...t , which is integrated of order d - b. The vector 1 , 2 is called a cointegrating vector.A straightforward generalization of the above...variables is the following. If x t denotes an n x 1 vector of series x1 t , x2 t , ,..., x nt and...
...circulative virus is its passage through moulting of the vector, which means that the vector remains infective after moulting. A non-circulative...Although these terms are not equally applicable to vector groups other than the aphids and are often difficult...
...stationary, that is, if the vector b = (1, 1, 0, 0) is a cointegrating vector. More generally one can consider a given set of s vectors b ( p O s ) and ask if...an extra cointegrating vector, that is, an extra...possibility to have unit vectors as cointegrating vectors...
...colonized our memorial consciousness, I treat the media as one vector of memory - a pre-eminent one, but by no means the only cultural...transmitting a society's relationship to its past. The term vector was first used in this context by Henry Rousso in his now classic...
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...Torres et al. 1998). Vectors with the kdr gene are...consequences for malaria vector control, because pyrethroids...or delay the onset of vector resistance to insecticides...reduce human contact with vectors, through their proximity...pressure. Integrated vector management. Modeled...
...clarification. The latter is a vector of differentials, analogous...denominator of dy/dx. In vector differential calculus...differentials are often vectors, so cannot be divided...valued functions of vectors, is defined by the following...p. The derivative vector of f, Df(x), is...
...pathogens in host and vector populations and to identify the hosts, vectors, and pathogens with...etiological agents, vectors, and vertebrate hosts. Disease Pathogen Vector Vertebrate host...pathogens in host and vector populations; identify the hosts, vectors, and pathogens...
...maximum likelihood (ML) vector autoregressive (VAR...number of cointegrating vectors, as well as the ML estimates...Analysis of Cointegration Vectors," Journal of Economic...Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models...
...linearly independent vectors f such that fprimeC...assume that there exists a vector Alpha.sub.k such...Analysis of Cointegration Vectors," Journal of Economic...Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models...
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...virus, and by other Vector scientists on the development...lingering concerns about Vectors past involvement in the...Russian collection, Vector scientists had thrown...verification. Thus, Vectors claim to have eliminated...puzzling new developments at Vector, the U.S. government...
Support Vector Machines and Kernel Methods: the New...The focus of their research: support vector machines (SVMs) and kernel methods...bounds is at the basis of the support vector machine algorithm and is a reason why...
An Introduction to Support Vector Machines and Other Kernal-based Learnign...Tong Zhang An Introduction to Support Vector Machines and Other Kernel-Based Learning...book is an introduction to support vector machines and related kernel methods...
...treating patients with the same vector. Thrashers trial is continuing...replacing MLV with an HIV-based vector that has a self-inactivating LTR. Such a vector should be less likely to...like sequences, nonviral vectors, and naked DNA. Some of...
An Introduction to Support Vector Machines: a Review by Yiling Chen...integrated introduction to support vector machines (SVMs). The authors believe...theory deals with problems of finding a vector of parameters that minimizes or maximizes...
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Vector Checks in First Hotels Reit. Byline: JOANNE...largest hotel portfolio in the country. Vector, which will debut on the London Stock Exchange...Malmaison. The most notable fact about Vector, however, is that it will be a Real Estate...
Vector Finds Perfect Location for UK HQ. A worldwide...UK headquarters in Solihull. German firm Vector produces software tools and components for...Park. Uwe Gerlinger, managing director of Vector GB, said: "We have dealt with clients...
THE D J Q A VECTOR LOVERS; Clubbing SOMA Star Vector Lovers Will Take to the Stage at the Connect Festival Today to Showcase His Brand New Direction. Martin Wheeler Aka Vector Lovers Talks Now on His New Direction with His New Album...
...Tracksuit; Q A with Jason Segel, Who Plays Vector. Q. When did you first hear about Despicable...In the movie you play the villain, Vector. Who is he? He is a very insecure villain...quite an amusing look. In his tracksuit Vector looks like I do when I get back home from...
The Razz Clubbing Nation : Vectors Moving in Right Direction; VECTOR LOVERS. Byline: by stuart barrie Name: Martin Wheeler AKA Vector Lovers From: York, UK Style...man band, Martin Wheeler AKA Vector Lovers produces and plays everything...
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...branch of mathematics known as vector analysis. The more general extension of vectors leads to the concept of a vector space. A vector space is...operations of addition of vectors and multiplication of a vector by a scalar are defined and...
...d r / ds is a unit tangent vector to the curve at r. The normal vector n is perpendicular to the curve...r and t, and the binormal vector b is perpendicular to both...plane of t and n. These three vectors are related by the three formulas...
...body and its velocity . Momentum is a vector quantity; i.e., it has both a magnitude...being the same as that of the velocity vector. When an external force acts upon a body...and the distance. Angular momentum is a vector quantity directed perpendicular to the...
...ACCELERATION change in the velocity of a body with respect to time. Since velocity is a vector quantity, involving both magnitude and direction, acceleration is also a vector. In order to produce an acceleration, a force must be applied to the body...
...VELOCITY change in displacement with respect to time. Displacement is the vector counterpart of distance, having both magnitude and direction. Velocity is therefore also a vector quantity. The magnitude of velocity is known as the speed of a body...
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