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See also:AIB4(AiB2+A1Bs+B4) (—Bs—A1B2B3 —ATB4) =0. Selecting the product A;B4B3BQ, we find the simplest perpetuant (14).(4322)b — (13). (43221)6+(12),(432212)6 — (1).(432213)1, +ao(432214)b, and thence the See also:general See also:form (1A1+4), (4µa+13.3+1201}2) b —... t a0(4'44+l3µ3+l2µ2+21A1+4)1,, due to the generating See also:function so that +µ2X y a1x—a2 Y= = x Y'X y' Xi+µ1X µ2—µ1x it is seen that the two lines, on which See also:lie (x, y), (X, Y), have a definite projective See also:correspondence. The linear transformation replaces points on lines through the origin by corresponding points on projectively corresponding lines through the origin; it therefore replaces a See also:pencil of lines by another pencil, which corresponds projectively, and See also:harmonic and other properties of pencils which are unaltered by linear transformation we may expect to find indicated in the invariant See also:system. Or, instead of looking upon a linear substitution as replacing a pencil of lines by a projectively corresponding pencil retaining the same axes of co-ordinates, we may look upon the substitution as changing the axes of co-ordinates retaining the same pencil. Then a binary n", equated to zero, represents n straight lines through the origin, and the x, y of any See also:line through the origin are given See also:constant multiples of the sines of the angles which that line makes with two fixed lines, the axes of co-ordinates. As new axes of co-ordinates we may take any other pair of lines through the origin, and for the X, Y corresponding to x, y any new constant multiples of the sines of the angles which the line makes with the new axes. The substitution for x, y in terms of X, Y is the most general linear substitution in virtue of the four degrees of arbitrariness introduced, viz. two by the choice of axes, two by the choice of multiples. If now the it" denote a given pencil of lines, an invariant is the criterion of the pencil possessing some particular See also:property which is See also:independent alike of the axes and of the multiples, and a covariant expresses that the pencil of lines which it denotes is a fixed pencil whatever be the axes or the multiples. Besides the invariants and covariants, hitherto studied, there are others which appertain to particular cases of the general linear substitution. Thus what have been called seminvariants are not all of them invariants for the general substitution, but are invariants for the particular substitution tt xl= XItt Ei+111 , x2 = P,26. Again, in See also:plane See also:geometry, the most general equations of substitution which See also:change from old axes inclined at w to new axes inclined at w'=/3—a, and inclined at angles a, 13 to the old See also:axis of x, without change of origin, are x—sinw-a)X+See also:sin(w—li)y sinw sin w __sin aX y sin w a transformation of modulus sin co' sin w' The theory of invariants originated in the discussion, by See also:George See also:Boole, of this system so important in geometry. Of the quadratic ax2+2bxy+cy2, he discovered the two invariants ac—b2, a—2b cosw+c, and it may be verified that, if the transformed of the quadratic be AX2-2BXY+CY2, (sin 0 2 AC—B2= \co) (ac—b2), A--2Bcosw'+C= (sin w'1 ?(a—2bcosw+c). \sin w f The fundamental fact that he discovered was the invariance of x2+2 See also:cos co xy+y2, viz. x2+2 cos w xy+y2=X2+2 cos w'XY+Y2, from which it appears that the Boolian invariants of See also:axe+2bxy—y2 are nothing more than the full invariants of the simultaneous quadratics ax2+ 2bxy+y2, x2+2 cos w xy±y2, the word invariant including here covariant. In general the Boolian system, of the general n'°, is coincident with the simultaneous system of the n"° and the quadratic x2+2 cos w xy+y2. Orthogonal System.—In particular, if we consider the transformation from one pair of rectangular axes to another pair of rectangular axes we obtain an orthogonal system which we will now briefly inquire into. We have cos w' = cos w=o and the substitution xi = cos 8X1—sin OX2 x2 = sin 8X1 +cos 8X2, with modulus unity. This is called the See also:direct orthogonal substitu- tion, because the sense of rotation from the axis of XI to the axis of X2 is the same as that from that of x1 to that of x2. If the senses of rotation be opposite we have the skew orthogonal substitution j xl =coseXi+sinOX2, x2 = sin 8X1—cos8X2, of modulus—1. In both cases dal and dal are cogredient with xi and x2; for, in the See also:case of direct substitution, d axi = cos 8aX 1— sin BdX 2' d dx2 = sin BaXI +cos BdX 2' and for skew substitution adl=cos0-Xl+sinead 2X d dx2=sin 0 —cosed- 2 Hence, in both cases, contragrediency and cogrediency are identical, and contravariants are included in covariants. 215 215 1—z.1—z2.1—z3.1—z4' The See also:series may be continued, but the calculations soon become very laborious. V. RESTRICTED SUBSTITUTIONS We may regard the factors of a binary n'° equated to zero as denoting n straight lines through the origin, the co-orstinates being Cartesian and the axes inclined at any See also:angle. Taking the variables to be x, y and effecting the linear transformation x = XiX+µlY, y = X2X+µ2Y, sin l3 +sin wY' Consider the binary n`a. (aixi+a2x2)^=a=, and the direct substitution x, = )X1 —µX2, x2=µXi+XX2, where See also:a2+-µ2 =1; X, µ replacing cos 0, sin 0 respectively. In the notation a: =71x1+72x2, observe that as = +a2, ab =aibi+a2b2. Suppose that a:==c,=... is transformed into Ax=BX=Cx=... then of course (AB)=(ab) the fundamental fact which appertains to the theory of the general linear substitution; now here we have additional and equally fundamental facts; for since A, = +µa2, A2 = +Xaz, AA=Ai+Al= (X2+) (4+a2) =aa; AB = A, B,+A2B2 = (X2+µ2) (a1 b, +a2b2) = ab; (RA) = X1A2 —R2A1= (Xxi+µx2) ( —µa,+Xa2) - (-µxi +axe) (aai +µa2) = (a2+µ2) (xias - x2ai) = (xa) ; showing that, in the See also:present theory, ¢a, ab, and (xa) possess the invariant property. Since x;+xi=x. we have six types of symbolic factors which may be used to form invariants and covariants, viz. (ab), a,,, ab, (xa), as, xa. The general form of covariant is therefore (ab) (ac) b2 (bc) ba...a~1b`2c`a aa1a7g6~a a b c c •• X (xa) k1 (xb) k2 (xc) k' ...a." = (AB) 61 (AC) k2 (BC) ba...AABBC...A ACB..: X (RA) 'hi (RB) k2 (See also:RC) ha...A7[Bj1Cj[...XI. If this be of See also:order a and appertain to an 00 Xk+El+2m = e, hi +h2+...+2i, +j,+See also:j2+... +ki+li = n, hi+ha+...+2i2+ji+is+...+k2+12=n, h2+h3+... +2'la+j2+ia+...+ka+la =n ; viz., the symbols a, b, c,... must each occur it times. It may denote a simultaneous orthogonal invariant of forms of orders n1, n2, na,...; the symbols must then present themselves n2, na...times respectively. The number of different symbols a, b, c,...denotes the degree 0 of the covariant in the coefficients. The coefficients of the covariants are homogeneous, but not in generalisobaric fuhctions, of the coefficients of the See also:original form or forms. Of the above general form of covariant there are important transformations due to the symbolic identities: (ab) s 2 2 2 as a consequence any even See also:power of a See also:determinant See also:factor may be expressed in terms of the other symbolic factors, and any uneven power may be expressed as the product of its first power and a function of the other symbolic factors. Hence in the above general form of covariant we may suppose the exponents h1, h2, ha,...k1, k2, ka,... if the determinant factors to be, each of them, either zero or unity. Or, if we please, we may leave the determinant factors untouched and consider the exponents ji, j2, j3,•••11, 12, 18,... to be, each of them, either zero or unity. Or, lastly, we may leave the exponents h, k, j, 1, untouched and consider the product .1 t2 :a m to be reduced either to the form g, where g is a See also:symbol of the series a, b, c,... or to a power of x,. To assist us in handling the symbolic products we have not only the identity (ab)c,+(bc)a.+(ca)b: =0, but also (ab)x,+(bx)a2+(xa)b==0, (ab)a,+(bc)aa+(ca)ab=0, and many others which may be derived from these in the manner which will be See also:familiar to students of the See also:works of Aronhold, Clebsch and Gordan. Previous to continuing the general discussion it is useful to have before us the orthogonal invariants and covariants of the binary linear and quadratic forms. For the linear forms aox,+alx2==b. there are four fundamental forms (i.) See also:ate=70x1+7,x2 of degree-order (1, 1), (ii.) x = x1 +x2 „ (0, 2), (iii.) (xa) =—aox2 „ (1, 1), (iv.) ab=a02+ai (2, 0), (iii.) and (iv.) being the linear covariant and the quadrinvariant respectively. Every other concomitant is a rational integral function of these four forms. The linear covariant, obviously the Jacobian of aZ and xx is the line perpendicular to as, and the vanishing of the quadrinvariant ab is the See also:condition that a. passes through one of the circular points at infinity. In general any pencil of lines, connected with the line as by descriptive or metrical properties, has for its See also:equation a rational integral function of the four forms equated to zero. For the quadratic aoxi+2axx1x2+72x9, we have (i.) as =aixi+2a,xix2+a.,xi, (ii.) xz=xl+x9, (iii.) (ab)2=2(¢oaa—ai), (iv.) a,,=ao+a2, (v.) (xa) as = a1x + (a2 -70 xi x2 — a1x Z . This is the fundamental system; we may, if we choose, replace (ab)2 by 4 =74+2—4 +—a; since the identity aabb -4 b = (ab)2 shows the syzygetic relation (ao+72)2—1Io+2ai+4) =2(¢oa~—ai)• There is no linear covariant, since it is impossible to form a symbolic product which will contain x once and at the same See also:time appertain to a quadratic. (v.) is the Jacobian; geometrically it denotes the bisectors of the angles between the lines ay, or, as we may say, the See also:common harmonic conjugates of the lines ay and the lines xy. The linear invariant as is such that, when equated to zero, it determines the lines a, as harmonically conjugate to the lines xe; or, in other words, it is the condition that al may denote lines at right angles. Additional information and CommentsThere are no comments yet for this article.
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