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Orthogonality (mathematics)

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Note that the geometric concept of two planes being perpendicular does not correspond to the orthogonal complement, since in three dimensions a pair of vectors, one from each of a pair of perpendicular planes, might meet at any angle.
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In 4 dimensional space we can construct 4 perpendicular axes and 6 perpendicular planes through a point. Without loss of generality, we may take these to be the axes and orthogonal central planes of a
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of a subspace is the space of all vectors that are orthogonal to every vector in the subspace. In a three-dimensional Euclidean vector space, the orthogonal complement of a
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In other words, every pair of them (excluding pairing of a function with itself) is orthogonal, and the norm of each is 1. See in particular the
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are orthogonal to each other. The dot product of these vectors is zero. We can then make the generalization to consider the vectors in
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to just one of the others: the only one with which it does not share an axis. Thus there are 3 pairs of completely orthogonal planes:
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Orthogonality of two functions with respect to one inner product does not imply orthogonality with respect to another inner product.
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generalizes the case of an inner product. When the bilinear form applied to two vectors results in zero, then they are
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to mean "orthogonal" is often avoided. The word "normal" also has a different meaning in
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are orthogonal with respect to a unit weight function on the interval from −1 to 1:
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Cartesian coordinate system. In 4 dimensions we have the same 3 orthogonal planes
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if it is left-linear and is non-ambiguous. Orthogonal term rewriting systems are
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The Chebyshev polynomials of the second kind are orthogonal with respect to the
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In four-dimensional Euclidean space, the orthogonal complement of a line is a
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of a light signal, a vector is orthogonal to itself if it lies on this line).
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may also refer to the magnitude of a vector. In particular, a set is called
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vectors by the same conformal linear transformation will keep those vectors
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if their inner product (equivalently, the value of this integral) is zero:
2029:{\displaystyle (1,3,2)^{\text{T}},(3,-1,0)^{\text{T}},(1,3,-5)^{\text{T}}} 5057: 959:. In the diagram, axes x′ and t′ are hyperbolic-orthogonal for any given 215: 4553: 1278:{\displaystyle \langle f,g\rangle _{w}=\int _{a}^{b}f(x)g(x)w(x)\,dx.} 5067: 1026: 4466:
may or may not intersect; if they intersect then they intersect at
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Orthogonality and rotation of coordinate systems compared between
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preserves angles and distance ratios, meaning that transforming
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if each pairing of them is orthogonal. Such a set is called an
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of the first kind are orthogonal with respect to the measure
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through the origin perpendicular to it, and vice versa.
924:(orthogonal plus normal) if it is an orthogonal set of 3287: 2771: 2700: 2629: 1840: 1005: 4472: 4445: 4418: 4374: 4347: 4320: 4276: 4256: 4229: 4202: 4158: 4131: 4104: 4074: 4054: 4034: 4014: 3987: 3960: 3934: 3911: 3888: 3865: 3842: 3819: 3768: 3721: 3677: 3647: 3627: 3607: 3587: 3567: 3547: 3527: 3507: 3487: 3467: 3439: 3419: 3384: 3351: 3230: 3163: 3107: 3023: 2913: 2868: 2839: 2765: 2694: 2623: 2585: 2565: 2468: 2434: 2377: 2320: 2231: 2133: 2042: 1929: 1818: 1740: 1705: 1685: 1604: 1569: 1549: 1502: 1437: 1379: 1352: 1332: 1294: 1188: 1153: 1133: 1110: 1090: 965: 889: 856:
A set of vectors in an inner product space is called
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New York: Dover. p. 124. 4626:Trefethen, Lloyd N. & Bau, David (1997). 4572:J.A. Wheeler; C. Misner; K.S. Thorne (1973). 2218:{\displaystyle \ (3)(1)+(-1)(3)+(0)(-5)=0\ ,} 1532:{\displaystyle {f_{i}\mid i\in \mathbb {N} }} 8: 2617:, these vectors are orthogonal, for example 2421:{\displaystyle (0,1,0,1,\ldots )^{\text{T}}} 2364:{\displaystyle (1,0,1,0,\ldots )^{\text{T}}} 1768: 1741: 1632: 1605: 1472: 1459: 1445: 1438: 1393: 1380: 1202: 1189: 709: 692: 306: 290: 148:The concept has been used in the context of 1675:The members of such a set of functions are 4764: 4750: 4742: 4686:Orthogonal arrays: theory and applications 3319:{\textstyle {\frac {1}{\sqrt {1-x^{2}}}}.} 2121:{\displaystyle (1)(3)+(3)(-1)+(2)(0)=0\ ,} 1411:{\displaystyle \langle f,g\rangle _{w}=0.} 4471: 4450: 4444: 4423: 4417: 4373: 4352: 4346: 4325: 4319: 4275: 4255: 4234: 4228: 4207: 4201: 4157: 4136: 4130: 4109: 4103: 4073: 4053: 4033: 4013: 3992: 3986: 3965: 3959: 3933: 3910: 3887: 3864: 3841: 3818: 3767: 3720: 3676: 3646: 3626: 3606: 3586: 3566: 3546: 3526: 3506: 3486: 3466: 3438: 3418: 3389: 3383: 3350: 3304: 3288: 3286: 3229: 3162: 3157:, or any other closed interval of length 3106: 3083: 3082: 3059: 3036: 3022: 2992: 2966: 2926: 2918: 2912: 2876: 2867: 2838: 2766: 2764: 2695: 2693: 2624: 2622: 2584: 2564: 2543: 2538: 2527: 2523: 2488: 2475: 2470: 2467: 2446: 2441: 2437: 2436: 2433: 2412: 2376: 2355: 2319: 2230: 2132: 2041: 2020: 1986: 1952: 1928: 1839: 1823: 1817: 1784: 1771: 1761: 1748: 1739: 1704: 1684: 1635: 1625: 1612: 1603: 1568: 1548: 1524: 1523: 1508: 1503: 1501: 1475: 1457: 1448: 1436: 1396: 1378: 1351: 1331: 1293: 1265: 1223: 1218: 1205: 1187: 1152: 1132: 1109: 1089: 1006: 1004: 999:is zero, i.e. they make an angle of 90° ( 964: 900: 888: 822: 797: 771: 750: 733: 690: 662: 642: 621: 615: 590: 569: 563: 543: 513: 493: 473: 449: 429: 409: 334: 326: 324: 301: 293: 288: 264: 109: 101: 93: 69: 162: 4564: 3193:Various polynomial sequences named for 2304:{\displaystyle (1)(1)+(3)(3)+(2)(-5)=0} 319:is zero. This relationship is denoted 5155:Comparison of linear algebra libraries 1428:with respect to this inner product as 721:{\displaystyle \langle m',m\rangle =0} 4576:. W.H. Freeman & Co. p. 58. 7: 2455:{\displaystyle \mathbb {Z} _{2}^{n}} 2036:are orthogonal to each other, since 1033:vectors to spaces of any dimension. 4662:. Vintage books. pp. 417–419. 3954:More generally, two flat subspaces 3374:are said to be orthogonal if their 3266:are orthogonal with respect to the 3220:are orthogonal with respect to the 3209:are orthogonal with respect to the 2489: 792:are orthogonal if each element of 14: 4683:Hedayat, A.; et al. (1999). 1496:The members of a set of functions 817:is orthogonal to each element of 759:{\displaystyle S'\subseteq M^{*}} 5168: 5167: 5145:Basic Linear Algebra Subprograms 4903: 3180:. This fact is a central one in 2539: 2471: 488:is orthogonal to each vector in 335: 327: 302: 294: 110: 102: 5043:Seven-dimensional cross product 4125:is orthogonal to every line in 3481:is orthogonal to every line in 3097:are orthogonal with respect to 2610:{\displaystyle 1\leq k\leq a-1} 928:. As a result, use of the term 388:conformal linear transformation 141:are used to form an orthogonal 4387: 4381: 4307:{\displaystyle \dim(S)>M+N} 4289: 4283: 4171: 4165: 3951:intersect only at the origin. 3905:intersect only at the origin; 3859:intersect only at the origin; 3796: 3769: 3749: 3722: 3702: 3678: 3330:Wigner semicircle distribution 3246: 3231: 3144: 3129: 3123: 3108: 3069: 3060: 3046: 3037: 2409: 2378: 2352: 2321: 2292: 2283: 2280: 2274: 2268: 2262: 2259: 2253: 2247: 2241: 2238: 2232: 2200: 2191: 2188: 2182: 2176: 2170: 2167: 2158: 2152: 2146: 2143: 2137: 2103: 2097: 2094: 2088: 2082: 2073: 2070: 2064: 2058: 2052: 2049: 2043: 2017: 1995: 1983: 1961: 1949: 1930: 1718: 1706: 1582: 1570: 1304: 1298: 1262: 1256: 1250: 1244: 1238: 1232: 1166: 1154: 1124:with respect to a nonnegative 1019:{\textstyle {\frac {\pi }{2}}} 114: 98: 1: 4368:may or may not intersect. If 3461:if and only if every line in 3197:of the past are sequences of 2900:{\displaystyle 45t^{2}+9t-17} 991:, two vectors are orthogonal 883:-axis is normal to the curve 4885:Eigenvalues and eigenvectors 4547:Pan-orthogonality occurs in 4250:intersect at a single point 3541:intersect at a single point 785:{\displaystyle S\subseteq M} 4405:{\displaystyle \dim(S)=M+N} 4189:{\displaystyle \dim(S)=M+N} 867:In certain cases, the word 508:. The largest subspace of 5220: 4734:Mehrdimensionale Geometrie 3802:{\displaystyle (wx,wy,wz)} 3755:{\displaystyle (xy,xz,yz)} 3581:intersects with a line in 3501:. In that case the planes 2559:for some positive integer 1066: 1044:through the origin is the 444:of an inner product space 15: 5163: 4901: 4779: 4689:. Springer. p. 168. 4611:Bourbaki, "ch. II §2.4", 3708:{\displaystyle (w,x,y,z)} 3405:combinations of entries. 3364:{\displaystyle n\times n} 916:at the origin. However, 379:and normalized (they are 360:whose column vectors are 4629:Numerical linear algebra 3268:exponential distribution 957:hyperbolic orthogonality 3561:, so that if a line in 983:Euclidean vector spaces 909:{\displaystyle y=x^{2}} 375:whose vectors are both 283:if their inner product 4870:Row and column vectors 4516:Orthogonal polynomials 4480: 4460: 4433: 4406: 4362: 4335: 4308: 4264: 4244: 4217: 4190: 4146: 4119: 4094:dimensions are called 4088: 4062: 4042: 4022: 4002: 3975: 3945: 3922: 3899: 3876: 3853: 3830: 3803: 3756: 3709: 3655: 3635: 3615: 3595: 3575: 3555: 3535: 3515: 3495: 3475: 3455:four-dimensional space 3447: 3427: 3399: 3365: 3320: 3253: 3199:orthogonal polynomials 3189:Orthogonal polynomials 3174: 3151: 3091: 3009: 2901: 2856: 2824: 2753: 2682: 2611: 2573: 2553: 2536: 2456: 2422: 2365: 2305: 2219: 2122: 2030: 1912:orthogonal polynomials 1894: 1800: 1725: 1693: 1666: 1589: 1557: 1533: 1487: 1412: 1360: 1340: 1326:We say that functions 1317: 1316:{\displaystyle w(x)=1} 1279: 1173: 1141: 1118: 1098: 1020: 973: 953:pseudo-Euclidean plane 943:A vector space with a 910: 831: 811: 786: 760: 722: 671: 651: 631: 604: 579: 552: 522: 502: 482: 458: 438: 418: 343: 313: 273: 205: 154:orthogonal polynomials 127: 78: 4875:Row and column spaces 4820:Scalar multiplication 4521:Orthogonal trajectory 4501:Orthogonal complement 4481: 4461: 4459:{\displaystyle S_{2}} 4434: 4432:{\displaystyle S_{1}} 4407: 4363: 4361:{\displaystyle S_{2}} 4336: 4334:{\displaystyle S_{1}} 4309: 4265: 4245: 4243:{\displaystyle S_{2}} 4218: 4216:{\displaystyle S_{1}} 4191: 4147: 4145:{\displaystyle S_{2}} 4120: 4118:{\displaystyle S_{1}} 4096:completely orthogonal 4089: 4063: 4048:of a Euclidean space 4043: 4023: 4003: 4001:{\displaystyle S_{2}} 3976: 3974:{\displaystyle S_{1}} 3946: 3923: 3900: 3877: 3854: 3831: 3811:completely orthogonal 3804: 3757: 3710: 3656: 3636: 3616: 3596: 3576: 3556: 3536: 3516: 3496: 3476: 3459:completely orthogonal 3448: 3428: 3409:Completely orthogonal 3400: 3398:{\displaystyle n^{2}} 3366: 3321: 3279:Chebyshev polynomials 3254: 3213:with zero mean value. 3211:Gaussian distribution 3175: 3173:{\displaystyle 2\pi } 3152: 3092: 3010: 2902: 2857: 2825: 2754: 2683: 2612: 2574: 2554: 2484: 2457: 2423: 2366: 2306: 2220: 2123: 2031: 1895: 1801: 1726: 1694: 1667: 1590: 1558: 1534: 1488: 1413: 1361: 1341: 1318: 1280: 1174: 1142: 1119: 1099: 1038:orthogonal complement 1021: 974: 972:{\displaystyle \phi } 911: 842:term rewriting system 832: 812: 787: 761: 723: 672: 652: 632: 630:{\displaystyle M^{*}} 605: 580: 578:{\displaystyle M^{*}} 553: 530:orthogonal complement 523: 503: 483: 459: 439: 419: 344: 314: 274: 166: 128: 79: 5010:Gram–Schmidt process 4962:Gaussian elimination 4632:. SIAM. p. 13. 4531:Gram–Schmidt process 4470: 4443: 4416: 4372: 4345: 4318: 4274: 4254: 4227: 4200: 4156: 4129: 4102: 4072: 4052: 4032: 4012: 3985: 3958: 3932: 3909: 3886: 3863: 3840: 3817: 3766: 3719: 3675: 3645: 3625: 3605: 3601:, they intersect at 3585: 3565: 3545: 3525: 3505: 3485: 3465: 3437: 3417: 3382: 3378:yields all possible 3349: 3285: 3264:Laguerre polynomials 3228: 3222:uniform distribution 3218:Legendre polynomials 3161: 3105: 3021: 2911: 2866: 2855:{\displaystyle 2t+3} 2837: 2763: 2692: 2621: 2583: 2563: 2466: 2432: 2375: 2318: 2229: 2131: 2040: 1927: 1816: 1738: 1703: 1683: 1602: 1567: 1547: 1500: 1435: 1377: 1350: 1330: 1292: 1186: 1151: 1131: 1108: 1088: 1069:Orthogonal functions 1063:Orthogonal functions 1003: 963: 887: 821: 796: 770: 732: 689: 661: 641: 614: 589: 562: 542: 512: 492: 472: 466:orthogonal subspaces 448: 428: 408: 323: 287: 263: 196:(red lines labelled 150:orthogonal functions 139:orthogonal functions 92: 68: 16:For other uses, see 5140:Numerical stability 5020:Multilinear algebra 4995:Inner product space 4845:Linear independence 4659:The Road to Reality 4656:R. Penrose (2007). 4598:"Wolfram MathWorld" 4087:{\displaystyle M+N} 3272:gamma distributions 3207:Hermite polynomials 3099:Riemann integration 2931: 2451: 1228: 879:. For example, the 877:normal to a surface 858:pairwise orthogonal 258:inner product space 187:Minkowski spacetime 64:with bilinear form 4850:Linear combination 4476: 4456: 4429: 4402: 4358: 4331: 4304: 4260: 4240: 4213: 4186: 4142: 4115: 4084: 4058: 4038: 4018: 3998: 3971: 3944:{\displaystyle wx} 3941: 3921:{\displaystyle yz} 3918: 3898:{\displaystyle wy} 3895: 3875:{\displaystyle xz} 3872: 3852:{\displaystyle wz} 3849: 3829:{\displaystyle xy} 3826: 3799: 3752: 3705: 3661:are perpendicular 3651: 3631: 3611: 3591: 3571: 3551: 3531: 3511: 3491: 3471: 3443: 3423: 3395: 3361: 3316: 3249: 3170: 3147: 3087: 3005: 2914: 2897: 2852: 2820: 2814: 2749: 2743: 2678: 2672: 2607: 2569: 2549: 2452: 2435: 2418: 2361: 2301: 2215: 2118: 2026: 1890: 1885: 1796: 1721: 1689: 1662: 1585: 1553: 1529: 1483: 1408: 1356: 1336: 1313: 1275: 1214: 1169: 1137: 1114: 1094: 1016: 969: 906: 827: 810:{\displaystyle S'} 807: 782: 756: 718: 667: 647: 627: 603:{\displaystyle m'} 600: 575: 548: 518: 498: 478: 468:if each vector in 454: 434: 414: 339: 309: 269: 206: 123: 74: 5181: 5180: 5048:Geometric algebra 5005:Kronecker product 4840:Linear projection 4825:Vector projection 4716:Regular Polytopes 4696:978-0-387-98766-8 4669:978-0-679-77631-4 4639:978-0-89871-361-9 4538:Orthonormal basis 4526:Orthogonalization 4511:Orthogonal matrix 4479:{\displaystyle O} 4263:{\displaystyle O} 4098:if every line in 4061:{\displaystyle S} 4041:{\displaystyle N} 4021:{\displaystyle M} 3666:Clifford parallel 3654:{\displaystyle B} 3634:{\displaystyle A} 3614:{\displaystyle O} 3594:{\displaystyle B} 3574:{\displaystyle A} 3554:{\displaystyle O} 3534:{\displaystyle B} 3514:{\displaystyle A} 3494:{\displaystyle B} 3474:{\displaystyle A} 3446:{\displaystyle B} 3426:{\displaystyle A} 3311: 3310: 3201:. In particular: 3150:{\displaystyle ,} 3101:on the intervals 2572:{\displaystyle a} 2521: 2415: 2358: 2211: 2136: 2114: 2023: 1989: 1955: 1692:{\displaystyle w} 1556:{\displaystyle w} 1481: 1359:{\displaystyle g} 1339:{\displaystyle f} 1288:In simple cases, 1147:over an interval 1140:{\displaystyle w} 1117:{\displaystyle g} 1097:{\displaystyle f} 1075:integral calculus 1014: 830:{\displaystyle S} 670:{\displaystyle M} 650:{\displaystyle m} 551:{\displaystyle M} 521:{\displaystyle V} 501:{\displaystyle B} 481:{\displaystyle A} 457:{\displaystyle V} 437:{\displaystyle B} 417:{\displaystyle A} 369:orthonormal basis 354:orthogonal matrix 272:{\displaystyle V} 220:Euclidean vectors 174:through circular 77:{\displaystyle B} 5211: 5194:Abstract algebra 5171: 5170: 5053:Exterior algebra 4990:Hadamard product 4907: 4895:Linear equations 4766: 4759: 4752: 4743: 4737: 4727: 4721: 4720: 4707: 4701: 4700: 4680: 4674: 4673: 4653: 4644: 4643: 4623: 4617: 4616: 4608: 4602: 4601: 4594: 4588: 4587: 4569: 4506:Orthogonal group 4496:Imaginary number 4485: 4483: 4482: 4477: 4465: 4463: 4462: 4457: 4455: 4454: 4438: 4436: 4435: 4430: 4428: 4427: 4411: 4409: 4408: 4403: 4367: 4365: 4364: 4359: 4357: 4356: 4340: 4338: 4337: 4332: 4330: 4329: 4313: 4311: 4310: 4305: 4269: 4267: 4266: 4261: 4249: 4247: 4246: 4241: 4239: 4238: 4222: 4220: 4219: 4214: 4212: 4211: 4195: 4193: 4192: 4187: 4151: 4149: 4148: 4143: 4141: 4140: 4124: 4122: 4121: 4116: 4114: 4113: 4093: 4091: 4090: 4085: 4067: 4065: 4064: 4059: 4047: 4045: 4044: 4039: 4027: 4025: 4024: 4019: 4007: 4005: 4004: 3999: 3997: 3996: 3980: 3978: 3977: 3972: 3970: 3969: 3950: 3948: 3947: 3942: 3927: 3925: 3924: 3919: 3904: 3902: 3901: 3896: 3881: 3879: 3878: 3873: 3858: 3856: 3855: 3850: 3835: 3833: 3832: 3827: 3808: 3806: 3805: 3800: 3761: 3759: 3758: 3753: 3714: 3712: 3711: 3706: 3660: 3658: 3657: 3652: 3640: 3638: 3637: 3632: 3620: 3618: 3617: 3612: 3600: 3598: 3597: 3592: 3580: 3578: 3577: 3572: 3560: 3558: 3557: 3552: 3540: 3538: 3537: 3532: 3520: 3518: 3517: 3512: 3500: 3498: 3497: 3492: 3480: 3478: 3477: 3472: 3452: 3450: 3449: 3444: 3432: 3430: 3429: 3424: 3413:Two flat planes 3404: 3402: 3401: 3396: 3394: 3393: 3370: 3368: 3367: 3362: 3325: 3323: 3322: 3317: 3312: 3309: 3308: 3293: 3289: 3258: 3256: 3255: 3252:{\displaystyle } 3250: 3224:on the interval 3179: 3177: 3176: 3171: 3156: 3154: 3153: 3148: 3096: 3094: 3093: 3088: 3086: 3072: 3049: 3014: 3012: 3011: 3006: 2991: 2987: 2971: 2970: 2953: 2949: 2930: 2925: 2906: 2904: 2903: 2898: 2881: 2880: 2861: 2859: 2858: 2853: 2829: 2827: 2826: 2821: 2819: 2818: 2758: 2756: 2755: 2750: 2748: 2747: 2687: 2685: 2684: 2679: 2677: 2676: 2616: 2614: 2613: 2608: 2578: 2576: 2575: 2570: 2558: 2556: 2555: 2550: 2548: 2547: 2542: 2535: 2531: 2522: 2520: 2500: 2480: 2479: 2474: 2461: 2459: 2458: 2453: 2450: 2445: 2440: 2427: 2425: 2424: 2419: 2417: 2416: 2413: 2370: 2368: 2367: 2362: 2360: 2359: 2356: 2310: 2308: 2307: 2302: 2224: 2222: 2221: 2216: 2209: 2134: 2127: 2125: 2124: 2119: 2112: 2035: 2033: 2032: 2027: 2025: 2024: 2021: 1991: 1990: 1987: 1957: 1956: 1953: 1899: 1897: 1896: 1891: 1889: 1886: 1872: 1850: 1831: 1830: 1805: 1803: 1802: 1797: 1792: 1791: 1776: 1775: 1766: 1765: 1753: 1752: 1730: 1728: 1727: 1724:{\displaystyle } 1722: 1699:on the interval 1698: 1696: 1695: 1690: 1679:with respect to 1671: 1669: 1668: 1663: 1640: 1639: 1630: 1629: 1617: 1616: 1594: 1592: 1591: 1588:{\displaystyle } 1586: 1563:on the interval 1562: 1560: 1559: 1554: 1543:with respect to 1538: 1536: 1535: 1530: 1528: 1527: 1513: 1512: 1492: 1490: 1489: 1484: 1482: 1480: 1479: 1458: 1453: 1452: 1417: 1415: 1414: 1409: 1401: 1400: 1365: 1363: 1362: 1357: 1345: 1343: 1342: 1337: 1322: 1320: 1319: 1314: 1284: 1282: 1281: 1276: 1227: 1222: 1210: 1209: 1178: 1176: 1175: 1172:{\displaystyle } 1170: 1146: 1144: 1143: 1138: 1123: 1121: 1120: 1115: 1103: 1101: 1100: 1095: 1025: 1023: 1022: 1017: 1015: 1007: 978: 976: 975: 970: 951:. The case of a 915: 913: 912: 907: 905: 904: 871:is used to mean 836: 834: 833: 828: 816: 814: 813: 808: 806: 791: 789: 788: 783: 765: 763: 762: 757: 755: 754: 742: 727: 725: 724: 719: 702: 676: 674: 673: 668: 656: 654: 653: 648: 636: 634: 633: 628: 626: 625: 609: 607: 606: 601: 599: 584: 582: 581: 576: 574: 573: 557: 555: 554: 549: 527: 525: 524: 519: 507: 505: 504: 499: 487: 485: 484: 479: 463: 461: 460: 455: 443: 441: 440: 435: 423: 421: 420: 415: 403:vector subspaces 348: 346: 345: 340: 338: 330: 318: 316: 315: 310: 305: 297: 278: 276: 275: 270: 255: 249: 191:hyperbolic angle 132: 130: 129: 124: 113: 105: 83: 81: 80: 75: 59: 53: 34:perpendicularity 5219: 5218: 5214: 5213: 5212: 5210: 5209: 5208: 5184: 5183: 5182: 5177: 5159: 5121: 5077: 5014: 4966: 4908: 4899: 4865:Change of basis 4855:Multilinear map 4793: 4775: 4770: 4740: 4728: 4724: 4711:Coxeter, H.S.M. 4709: 4708: 4704: 4697: 4682: 4681: 4677: 4670: 4655: 4654: 4647: 4640: 4625: 4624: 4620: 4610: 4609: 4605: 4596: 4595: 4591: 4584: 4571: 4570: 4566: 4562: 4492: 4468: 4467: 4446: 4441: 4440: 4419: 4414: 4413: 4412:then a line in 4370: 4369: 4348: 4343: 4342: 4321: 4316: 4315: 4272: 4271: 4252: 4251: 4230: 4225: 4224: 4203: 4198: 4197: 4154: 4153: 4132: 4127: 4126: 4105: 4100: 4099: 4070: 4069: 4050: 4049: 4030: 4029: 4010: 4009: 3988: 3983: 3982: 3961: 3956: 3955: 3930: 3929: 3907: 3906: 3884: 3883: 3861: 3860: 3838: 3837: 3815: 3814: 3764: 3763: 3717: 3716: 3673: 3672: 3643: 3642: 3623: 3622: 3603: 3602: 3583: 3582: 3563: 3562: 3543: 3542: 3523: 3522: 3503: 3502: 3483: 3482: 3463: 3462: 3453:of a Euclidean 3435: 3434: 3415: 3414: 3411: 3385: 3380: 3379: 3376:superimposition 3347: 3346: 3339: 3300: 3283: 3282: 3226: 3225: 3191: 3159: 3158: 3103: 3102: 3019: 3018: 2962: 2958: 2954: 2936: 2932: 2909: 2908: 2872: 2864: 2863: 2835: 2834: 2830:are orthogonal. 2813: 2812: 2807: 2802: 2797: 2792: 2787: 2782: 2777: 2767: 2761: 2760: 2742: 2741: 2736: 2731: 2726: 2721: 2716: 2711: 2706: 2696: 2690: 2689: 2671: 2670: 2665: 2660: 2655: 2650: 2645: 2640: 2635: 2625: 2619: 2618: 2581: 2580: 2561: 2560: 2537: 2501: 2490: 2469: 2464: 2463: 2430: 2429: 2408: 2373: 2372: 2351: 2316: 2315: 2227: 2226: 2129: 2128: 2038: 2037: 2016: 1982: 1948: 1925: 1924: 1920: 1905:Kronecker delta 1884: 1883: 1871: 1862: 1861: 1849: 1835: 1819: 1814: 1813: 1780: 1767: 1757: 1744: 1736: 1735: 1701: 1700: 1681: 1680: 1631: 1621: 1608: 1600: 1599: 1565: 1564: 1545: 1544: 1504: 1498: 1497: 1471: 1444: 1433: 1432: 1392: 1375: 1374: 1348: 1347: 1328: 1327: 1290: 1289: 1201: 1184: 1183: 1149: 1148: 1129: 1128: 1126:weight function 1106: 1105: 1086: 1085: 1071: 1065: 1001: 1000: 989:Euclidean space 985: 961: 960: 896: 885: 884: 819: 818: 799: 794: 793: 768: 767: 746: 735: 730: 729: 695: 687: 686: 683:natural pairing 659: 658: 639: 638: 637:and an element 617: 612: 611: 592: 587: 586: 565: 560: 559: 540: 539: 510: 509: 490: 489: 470: 469: 446: 445: 426: 425: 406: 405: 321: 320: 285: 284: 261: 260: 251: 245: 211: 172:Euclidean space 135:function spaces 90: 89: 66: 65: 55: 49: 21: 12: 11: 5: 5217: 5215: 5207: 5206: 5201: 5199:Linear algebra 5196: 5186: 5185: 5179: 5178: 5176: 5175: 5164: 5161: 5160: 5158: 5157: 5152: 5147: 5142: 5137: 5135:Floating-point 5131: 5129: 5123: 5122: 5120: 5119: 5117:Tensor product 5114: 5109: 5104: 5102:Function space 5099: 5094: 5088: 5086: 5079: 5078: 5076: 5075: 5070: 5065: 5060: 5055: 5050: 5045: 5040: 5038:Triple product 5035: 5030: 5024: 5022: 5016: 5015: 5013: 5012: 5007: 5002: 4997: 4992: 4987: 4982: 4976: 4974: 4968: 4967: 4965: 4964: 4959: 4954: 4952:Transformation 4949: 4944: 4942:Multiplication 4939: 4934: 4929: 4924: 4918: 4916: 4910: 4909: 4902: 4900: 4898: 4897: 4892: 4887: 4882: 4877: 4872: 4867: 4862: 4857: 4852: 4847: 4842: 4837: 4832: 4827: 4822: 4817: 4812: 4807: 4801: 4799: 4798:Basic concepts 4795: 4794: 4792: 4791: 4786: 4780: 4777: 4776: 4773:Linear algebra 4771: 4769: 4768: 4761: 4754: 4746: 4739: 4738: 4722: 4702: 4695: 4675: 4668: 4645: 4638: 4618: 4603: 4589: 4582: 4563: 4561: 4558: 4557: 4556: 4551: 4545: 4543:Orthonormality 4540: 4535: 4534: 4533: 4523: 4518: 4513: 4508: 4503: 4498: 4491: 4488: 4475: 4453: 4449: 4439:and a line in 4426: 4422: 4401: 4398: 4395: 4392: 4389: 4386: 4383: 4380: 4377: 4355: 4351: 4328: 4324: 4303: 4300: 4297: 4294: 4291: 4288: 4285: 4282: 4279: 4259: 4237: 4233: 4210: 4206: 4185: 4182: 4179: 4176: 4173: 4170: 4167: 4164: 4161: 4139: 4135: 4112: 4108: 4083: 4080: 4077: 4057: 4037: 4017: 4008:of dimensions 3995: 3991: 3968: 3964: 3940: 3937: 3917: 3914: 3894: 3891: 3871: 3868: 3848: 3845: 3825: 3822: 3798: 3795: 3792: 3789: 3786: 3783: 3780: 3777: 3774: 3771: 3751: 3748: 3745: 3742: 3739: 3736: 3733: 3730: 3727: 3724: 3704: 3701: 3698: 3695: 3692: 3689: 3686: 3683: 3680: 3650: 3630: 3610: 3590: 3570: 3550: 3530: 3510: 3490: 3470: 3442: 3422: 3410: 3407: 3392: 3388: 3360: 3357: 3354: 3338: 3335: 3334: 3333: 3326: 3315: 3307: 3303: 3299: 3296: 3292: 3275: 3260: 3248: 3245: 3242: 3239: 3236: 3233: 3214: 3195:mathematicians 3190: 3187: 3186: 3185: 3182:Fourier series 3169: 3166: 3146: 3143: 3140: 3137: 3134: 3131: 3128: 3125: 3122: 3119: 3116: 3113: 3110: 3085: 3081: 3078: 3075: 3071: 3068: 3065: 3062: 3058: 3055: 3052: 3048: 3045: 3042: 3039: 3035: 3032: 3029: 3026: 3017:The functions 3015: 3004: 3001: 2998: 2995: 2990: 2986: 2983: 2980: 2977: 2974: 2969: 2965: 2961: 2957: 2952: 2948: 2945: 2942: 2939: 2935: 2929: 2924: 2921: 2917: 2896: 2893: 2890: 2887: 2884: 2879: 2875: 2871: 2851: 2848: 2845: 2842: 2833:The functions 2831: 2817: 2811: 2808: 2806: 2803: 2801: 2798: 2796: 2793: 2791: 2788: 2786: 2783: 2781: 2778: 2776: 2773: 2772: 2770: 2746: 2740: 2737: 2735: 2732: 2730: 2727: 2725: 2722: 2720: 2717: 2715: 2712: 2710: 2707: 2705: 2702: 2701: 2699: 2675: 2669: 2666: 2664: 2661: 2659: 2656: 2654: 2651: 2649: 2646: 2644: 2641: 2639: 2636: 2634: 2631: 2630: 2628: 2606: 2603: 2600: 2597: 2594: 2591: 2588: 2568: 2546: 2541: 2534: 2530: 2526: 2519: 2516: 2513: 2510: 2507: 2504: 2499: 2496: 2493: 2487: 2483: 2478: 2473: 2449: 2444: 2439: 2411: 2407: 2404: 2401: 2398: 2395: 2392: 2389: 2386: 2383: 2380: 2354: 2350: 2347: 2344: 2341: 2338: 2335: 2332: 2329: 2326: 2323: 2312: 2300: 2297: 2294: 2291: 2288: 2285: 2282: 2279: 2276: 2273: 2270: 2267: 2264: 2261: 2258: 2255: 2252: 2249: 2246: 2243: 2240: 2237: 2234: 2214: 2208: 2205: 2202: 2199: 2196: 2193: 2190: 2187: 2184: 2181: 2178: 2175: 2172: 2169: 2166: 2163: 2160: 2157: 2154: 2151: 2148: 2145: 2142: 2139: 2117: 2111: 2108: 2105: 2102: 2099: 2096: 2093: 2090: 2087: 2084: 2081: 2078: 2075: 2072: 2069: 2066: 2063: 2060: 2057: 2054: 2051: 2048: 2045: 2019: 2015: 2012: 2009: 2006: 2003: 2000: 1997: 1994: 1985: 1981: 1978: 1975: 1972: 1969: 1966: 1963: 1960: 1951: 1947: 1944: 1941: 1938: 1935: 1932: 1919: 1916: 1901: 1900: 1888: 1882: 1879: 1876: 1873: 1870: 1867: 1864: 1863: 1860: 1857: 1854: 1851: 1848: 1845: 1842: 1841: 1838: 1834: 1829: 1826: 1822: 1807: 1806: 1795: 1790: 1787: 1783: 1779: 1774: 1770: 1764: 1760: 1756: 1751: 1747: 1743: 1720: 1717: 1714: 1711: 1708: 1688: 1673: 1672: 1661: 1658: 1655: 1652: 1649: 1646: 1643: 1638: 1634: 1628: 1624: 1620: 1615: 1611: 1607: 1584: 1581: 1578: 1575: 1572: 1552: 1526: 1522: 1519: 1516: 1511: 1507: 1494: 1493: 1478: 1474: 1470: 1467: 1464: 1461: 1456: 1451: 1447: 1443: 1440: 1419: 1418: 1407: 1404: 1399: 1395: 1391: 1388: 1385: 1382: 1355: 1335: 1312: 1309: 1306: 1303: 1300: 1297: 1286: 1285: 1274: 1271: 1268: 1264: 1261: 1258: 1255: 1252: 1249: 1246: 1243: 1240: 1237: 1234: 1231: 1226: 1221: 1217: 1213: 1208: 1204: 1200: 1197: 1194: 1191: 1168: 1165: 1162: 1159: 1156: 1136: 1113: 1093: 1067:Main article: 1064: 1061: 1013: 1010: 993:if and only if 984: 981: 968: 955:uses the term 903: 899: 895: 892: 862:orthogonal set 854: 853: 844:is said to be 838: 826: 805: 802: 781: 778: 775: 753: 749: 745: 741: 738: 717: 714: 711: 708: 705: 701: 698: 694: 685:is zero, i.e. 666: 646: 624: 620: 598: 595: 572: 568: 547: 533: 517: 497: 477: 453: 433: 413: 399: 384: 365: 364:to each other. 350: 337: 333: 329: 308: 304: 300: 296: 292: 268: 239: 210: 207: 137:, families of 122: 119: 116: 112: 108: 104: 100: 97: 73: 43:bilinear forms 39:linear algebra 13: 10: 9: 6: 4: 3: 2: 5216: 5205: 5204:Orthogonality 5202: 5200: 5197: 5195: 5192: 5191: 5189: 5174: 5166: 5165: 5162: 5156: 5153: 5151: 5150:Sparse matrix 5148: 5146: 5143: 5141: 5138: 5136: 5133: 5132: 5130: 5128: 5124: 5118: 5115: 5113: 5110: 5108: 5105: 5103: 5100: 5098: 5095: 5093: 5090: 5089: 5087: 5085:constructions 5084: 5080: 5074: 5073:Outermorphism 5071: 5069: 5066: 5064: 5061: 5059: 5056: 5054: 5051: 5049: 5046: 5044: 5041: 5039: 5036: 5034: 5033:Cross product 5031: 5029: 5026: 5025: 5023: 5021: 5017: 5011: 5008: 5006: 5003: 5001: 5000:Outer product 4998: 4996: 4993: 4991: 4988: 4986: 4983: 4981: 4980:Orthogonality 4978: 4977: 4975: 4973: 4969: 4963: 4960: 4958: 4957:Cramer's rule 4955: 4953: 4950: 4948: 4945: 4943: 4940: 4938: 4935: 4933: 4930: 4928: 4927:Decomposition 4925: 4923: 4920: 4919: 4917: 4915: 4911: 4906: 4896: 4893: 4891: 4888: 4886: 4883: 4881: 4878: 4876: 4873: 4871: 4868: 4866: 4863: 4861: 4858: 4856: 4853: 4851: 4848: 4846: 4843: 4841: 4838: 4836: 4833: 4831: 4828: 4826: 4823: 4821: 4818: 4816: 4813: 4811: 4808: 4806: 4803: 4802: 4800: 4796: 4790: 4787: 4785: 4782: 4781: 4778: 4774: 4767: 4762: 4760: 4755: 4753: 4748: 4747: 4744: 4735: 4731: 4726: 4723: 4718: 4717: 4712: 4706: 4703: 4698: 4692: 4688: 4687: 4679: 4676: 4671: 4665: 4661: 4660: 4652: 4650: 4646: 4641: 4635: 4631: 4630: 4622: 4619: 4615:, p. 234 4614: 4607: 4604: 4599: 4593: 4590: 4585: 4583:0-7167-0344-0 4579: 4575: 4568: 4565: 4559: 4555: 4552: 4550: 4549:coquaternions 4546: 4544: 4541: 4539: 4536: 4532: 4529: 4528: 4527: 4524: 4522: 4519: 4517: 4514: 4512: 4509: 4507: 4504: 4502: 4499: 4497: 4494: 4493: 4489: 4487: 4473: 4451: 4447: 4424: 4420: 4399: 4396: 4393: 4390: 4384: 4378: 4375: 4353: 4349: 4326: 4322: 4301: 4298: 4295: 4292: 4286: 4280: 4277: 4257: 4235: 4231: 4208: 4204: 4183: 4180: 4177: 4174: 4168: 4162: 4159: 4137: 4133: 4110: 4106: 4097: 4081: 4078: 4075: 4055: 4035: 4015: 3993: 3989: 3966: 3962: 3952: 3938: 3935: 3915: 3912: 3892: 3889: 3869: 3866: 3846: 3843: 3823: 3820: 3812: 3793: 3790: 3787: 3784: 3781: 3778: 3775: 3772: 3746: 3743: 3740: 3737: 3734: 3731: 3728: 3725: 3699: 3696: 3693: 3690: 3687: 3684: 3681: 3669: 3667: 3664: 3648: 3628: 3608: 3588: 3568: 3548: 3528: 3508: 3488: 3468: 3460: 3456: 3440: 3420: 3408: 3406: 3390: 3386: 3377: 3373: 3372:Latin squares 3358: 3355: 3352: 3344: 3343:combinatorics 3337:Combinatorics 3336: 3331: 3327: 3313: 3305: 3301: 3297: 3294: 3290: 3280: 3276: 3273: 3269: 3265: 3261: 3243: 3240: 3237: 3234: 3223: 3219: 3215: 3212: 3208: 3204: 3203: 3202: 3200: 3196: 3188: 3183: 3167: 3164: 3141: 3138: 3135: 3132: 3126: 3120: 3117: 3114: 3111: 3100: 3079: 3076: 3073: 3066: 3063: 3056: 3053: 3050: 3043: 3040: 3033: 3030: 3027: 3024: 3016: 3002: 2999: 2996: 2993: 2988: 2984: 2981: 2978: 2975: 2972: 2967: 2963: 2959: 2955: 2950: 2946: 2943: 2940: 2937: 2933: 2927: 2922: 2919: 2915: 2894: 2891: 2888: 2885: 2882: 2877: 2873: 2869: 2849: 2846: 2843: 2840: 2832: 2815: 2809: 2804: 2799: 2794: 2789: 2784: 2779: 2774: 2768: 2744: 2738: 2733: 2728: 2723: 2718: 2713: 2708: 2703: 2697: 2673: 2667: 2662: 2657: 2652: 2647: 2642: 2637: 2632: 2626: 2604: 2601: 2598: 2595: 2592: 2589: 2586: 2566: 2544: 2532: 2528: 2524: 2517: 2514: 2511: 2508: 2505: 2502: 2497: 2494: 2491: 2485: 2481: 2476: 2447: 2442: 2405: 2402: 2399: 2396: 2393: 2390: 2387: 2384: 2381: 2348: 2345: 2342: 2339: 2336: 2333: 2330: 2327: 2324: 2313: 2298: 2295: 2289: 2286: 2277: 2271: 2265: 2256: 2250: 2244: 2235: 2212: 2206: 2203: 2197: 2194: 2185: 2179: 2173: 2164: 2161: 2155: 2149: 2140: 2115: 2109: 2106: 2100: 2091: 2085: 2079: 2076: 2067: 2061: 2055: 2046: 2013: 2010: 2007: 2004: 2001: 1998: 1992: 1979: 1976: 1973: 1970: 1967: 1964: 1958: 1945: 1942: 1939: 1936: 1933: 1922: 1921: 1917: 1915: 1913: 1908: 1906: 1880: 1877: 1874: 1868: 1865: 1858: 1855: 1852: 1846: 1843: 1836: 1832: 1827: 1824: 1820: 1812: 1811: 1810: 1793: 1788: 1785: 1781: 1777: 1772: 1762: 1758: 1754: 1749: 1745: 1734: 1733: 1732: 1715: 1712: 1709: 1686: 1678: 1659: 1656: 1653: 1650: 1647: 1644: 1641: 1636: 1626: 1622: 1618: 1613: 1609: 1598: 1597: 1596: 1579: 1576: 1573: 1550: 1542: 1520: 1517: 1514: 1509: 1505: 1476: 1468: 1465: 1462: 1454: 1449: 1441: 1431: 1430: 1429: 1427: 1424:We write the 1422: 1405: 1402: 1397: 1389: 1386: 1383: 1373: 1372: 1371: 1369: 1353: 1333: 1324: 1310: 1307: 1301: 1295: 1272: 1269: 1266: 1259: 1253: 1247: 1241: 1235: 1229: 1224: 1219: 1215: 1211: 1206: 1198: 1195: 1192: 1182: 1181: 1180: 1163: 1160: 1157: 1134: 1127: 1111: 1091: 1084: 1080: 1079:inner product 1076: 1070: 1062: 1060: 1058: 1053: 1049: 1047: 1043: 1039: 1034: 1032: 1031:perpendicular 1028: 1011: 1008: 998: 994: 990: 982: 980: 966: 958: 954: 950: 946: 945:bilinear form 941: 939: 935: 931: 927: 923: 919: 901: 897: 893: 890: 882: 878: 874: 870: 865: 863: 859: 851: 847: 843: 839: 824: 803: 800: 779: 776: 773: 751: 747: 743: 739: 736: 715: 712: 706: 703: 699: 696: 684: 680: 664: 644: 622: 618: 596: 593: 585:, an element 570: 566: 558:and its dual 545: 538: 534: 531: 515: 495: 475: 467: 451: 431: 411: 404: 400: 397: 393: 389: 385: 382: 378: 374: 370: 366: 363: 359: 355: 351: 331: 298: 282: 266: 259: 254: 248: 244: 240: 237: 233: 229: 228:perpendicular 225: 221: 217: 213: 212: 208: 203: 199: 195: 192: 188: 184: 180: 177: 173: 170: 165: 161: 159: 158:combinatorics 155: 151: 146: 144: 140: 136: 120: 117: 106: 95: 87: 71: 63: 58: 52: 48:Two elements 46: 44: 40: 36: 35: 30: 29:orthogonality 26: 19: 18:Orthogonality 5083:Vector space 4815:Vector space 4733: 4725: 4715: 4705: 4685: 4678: 4657: 4628: 4621: 4612: 4606: 4592: 4573: 4567: 4095: 4068:of at least 3953: 3810: 3670: 3662: 3458: 3412: 3340: 3192: 2314:The vectors 1923:The vectors 1909: 1902: 1808: 1676: 1674: 1540: 1495: 1423: 1420: 1367: 1325: 1287: 1072: 1054: 1050: 1035: 986: 948: 942: 929: 926:unit vectors 917: 880: 872: 868: 866: 861: 857: 855: 678: 465: 395: 391: 381:unit vectors 376: 280: 252: 246: 234:they form a 231: 226:if they are 223: 197: 193: 182: 178: 168: 147: 85: 62:vector space 56: 50: 47: 32: 28: 22: 5063:Multivector 5028:Determinant 4985:Dot product 4830:Linear span 4730:P.H.Schoute 4574:Gravitation 3457:are called 1677:orthonormal 997:dot product 934:probability 922:orthonormal 728:. Two sets 464:are called 362:orthonormal 236:right angle 209:Definitions 200:denote the 25:mathematics 5188:Categories 5097:Direct sum 4932:Invertible 4835:Linear map 4560:References 2579:, and for 1541:orthogonal 1368:orthogonal 1057:hyperplane 949:orthogonal 938:statistics 873:orthogonal 846:orthogonal 679:orthogonal 396:orthogonal 392:orthogonal 377:orthogonal 281:orthogonal 224:orthogonal 202:worldlines 86:orthogonal 5127:Numerical 4890:Transpose 4713:(1973) . 4613:Algebra I 4379:⁡ 4281:⁡ 4163:⁡ 3356:× 3298:− 3235:− 3168:π 3142:π 3136:π 3133:− 3121:π 3080:∈ 3074:∣ 3057:⁡ 3034:⁡ 2982:− 2920:− 2916:∫ 2892:− 2602:− 2596:≤ 2590:≤ 2486:∑ 2406:… 2349:… 2287:− 2195:− 2162:− 2077:− 2011:− 1971:− 1878:≠ 1821:δ 1782:δ 1769:⟩ 1742:⟨ 1654:≠ 1648:∣ 1633:⟩ 1606:⟨ 1521:∈ 1515:∣ 1473:⟩ 1460:⟨ 1446:‖ 1439:‖ 1394:⟩ 1381:⟨ 1216:∫ 1203:⟩ 1190:⟨ 1083:functions 1073:By using 1009:π 967:ϕ 850:confluent 777:⊆ 752:∗ 744:⊆ 710:⟩ 693:⟨ 681:if their 623:∗ 571:∗ 332:⊥ 307:⟩ 291:⟨ 5173:Category 5112:Subspace 5107:Quotient 5058:Bivector 4972:Bilinear 4914:Matrices 4789:Glossary 4490:See also 1918:Examples 804:′ 740:′ 700:′ 597:′ 535:Given a 216:geometry 189:through 4784:Outline 4554:Up tack 1903:is the 1081:of two 1027:radians 243:vectors 37:to the 5068:Tensor 4880:Kernel 4810:Vector 4805:Scalar 4693:  4666:  4636:  4580:  3345:, two 2210:  2135:  2113:  1809:where 995:their 930:normal 918:normal 869:normal 537:module 358:matrix 256:in an 218:, two 183:right: 156:, and 4937:Minor 4922:Block 4860:Basis 4314:then 4270:. If 4196:then 4152:. If 1046:plane 373:basis 371:is a 356:is a 176:angle 169:left: 143:basis 88:when 60:of a 5092:Dual 4947:Rank 4691:ISBN 4664:ISBN 4634:ISBN 4578:ISBN 4341:and 4293:> 4223:and 4028:and 3981:and 3928:and 3882:and 3836:and 3641:and 3521:and 3433:and 3277:The 3262:The 3216:The 3205:The 2862:and 2515:< 2371:and 2225:and 1539:are 1426:norm 1366:are 1346:and 1104:and 1042:line 1036:The 936:and 766:and 677:are 424:and 401:Two 279:are 250:and 241:Two 232:i.e. 222:are 84:are 54:and 4376:dim 4278:dim 4160:dim 3663:and 3341:In 3054:cos 3031:sin 1731:if 1595:if 987:In 657:of 610:of 367:An 352:An 214:In 185:in 41:of 23:In 5190:: 4732:: 4648:^ 4486:. 3668:. 3621:. 2985:17 2960:45 2895:17 2870:45 2759:, 2688:, 1914:. 1907:. 1406:0. 1323:. 1179:: 979:. 940:. 864:. 840:A 386:A 383:). 230:, 181:, 160:. 152:, 145:. 45:. 27:, 4765:e 4758:t 4751:v 4699:. 4672:. 4642:. 4600:. 4586:. 4474:O 4452:2 4448:S 4425:1 4421:S 4400:N 4397:+ 4394:M 4391:= 4388:) 4385:S 4382:( 4354:2 4350:S 4327:1 4323:S 4302:N 4299:+ 4296:M 4290:) 4287:S 4284:( 4258:O 4236:2 4232:S 4209:1 4205:S 4184:N 4181:+ 4178:M 4175:= 4172:) 4169:S 4166:( 4138:2 4134:S 4111:1 4107:S 4082:N 4079:+ 4076:M 4056:S 4036:N 4016:M 3994:2 3990:S 3967:1 3963:S 3939:x 3936:w 3916:z 3913:y 3893:y 3890:w 3870:z 3867:x 3847:z 3844:w 3824:y 3821:x 3797:) 3794:z 3791:w 3788:, 3785:y 3782:w 3779:, 3776:x 3773:w 3770:( 3750:) 3747:z 3744:y 3741:, 3738:z 3735:x 3732:, 3729:y 3726:x 3723:( 3703:) 3700:z 3697:, 3694:y 3691:, 3688:x 3685:, 3682:w 3679:( 3649:B 3629:A 3609:O 3589:B 3569:A 3549:O 3529:B 3509:A 3489:B 3469:A 3441:B 3421:A 3391:2 3387:n 3359:n 3353:n 3332:. 3314:. 3306:2 3302:x 3295:1 3291:1 3274:. 3259:. 3247:] 3244:1 3241:, 3238:1 3232:[ 3184:. 3165:2 3145:] 3139:, 3130:[ 3127:, 3124:] 3118:2 3115:, 3112:0 3109:[ 3084:N 3077:n 3070:) 3067:x 3064:n 3061:( 3051:, 3047:) 3044:x 3041:n 3038:( 3028:, 3025:1 3003:0 3000:= 2997:t 2994:d 2989:) 2979:t 2976:9 2973:+ 2968:2 2964:t 2956:( 2951:) 2947:3 2944:+ 2941:t 2938:2 2934:( 2928:1 2923:1 2889:t 2886:9 2883:+ 2878:2 2874:t 2850:3 2847:+ 2844:t 2841:2 2816:] 2810:0 2805:0 2800:1 2795:0 2790:0 2785:1 2780:0 2775:0 2769:[ 2745:] 2739:1 2734:0 2729:0 2724:1 2719:0 2714:0 2709:1 2704:0 2698:[ 2674:] 2668:0 2663:1 2658:0 2653:0 2648:1 2643:0 2638:0 2633:1 2627:[ 2605:1 2599:a 2593:k 2587:1 2567:a 2545:i 2540:e 2533:a 2529:/ 2525:n 2518:n 2512:k 2509:+ 2506:i 2503:a 2498:0 2495:= 2492:i 2482:= 2477:k 2472:v 2462:: 2448:n 2443:2 2438:Z 2414:T 2410:) 2403:, 2400:1 2397:, 2394:0 2391:, 2388:1 2385:, 2382:0 2379:( 2357:T 2353:) 2346:, 2343:0 2340:, 2337:1 2334:, 2331:0 2328:, 2325:1 2322:( 2311:. 2299:0 2296:= 2293:) 2290:5 2284:( 2281:) 2278:2 2275:( 2272:+ 2269:) 2266:3 2263:( 2260:) 2257:3 2254:( 2251:+ 2248:) 2245:1 2242:( 2239:) 2236:1 2233:( 2213:, 2207:0 2204:= 2201:) 2198:5 2192:( 2189:) 2186:0 2183:( 2180:+ 2177:) 2174:3 2171:( 2168:) 2165:1 2159:( 2156:+ 2153:) 2150:1 2147:( 2144:) 2141:3 2138:( 2116:, 2110:0 2107:= 2104:) 2101:0 2098:( 2095:) 2092:2 2089:( 2086:+ 2083:) 2080:1 2074:( 2071:) 2068:3 2065:( 2062:+ 2059:) 2056:3 2053:( 2050:) 2047:1 2044:( 2022:T 2018:) 2014:5 2008:, 2005:3 2002:, 1999:1 1996:( 1993:, 1988:T 1984:) 1980:0 1977:, 1974:1 1968:, 1965:3 1962:( 1959:, 1954:T 1950:) 1946:2 1943:, 1940:3 1937:, 1934:1 1931:( 1881:j 1875:i 1869:, 1866:0 1859:j 1856:= 1853:i 1847:, 1844:1 1837:{ 1833:= 1828:j 1825:i 1794:, 1789:j 1786:i 1778:= 1773:w 1763:j 1759:f 1755:, 1750:i 1746:f 1719:] 1716:b 1713:, 1710:a 1707:[ 1687:w 1660:. 1657:j 1651:i 1645:0 1642:= 1637:w 1627:j 1623:f 1619:, 1614:i 1610:f 1583:] 1580:b 1577:, 1574:a 1571:[ 1551:w 1525:N 1518:i 1510:i 1506:f 1477:w 1469:f 1466:, 1463:f 1455:= 1450:w 1442:f 1403:= 1398:w 1390:g 1387:, 1384:f 1354:g 1334:f 1311:1 1308:= 1305:) 1302:x 1299:( 1296:w 1273:. 1270:x 1267:d 1263:) 1260:x 1257:( 1254:w 1251:) 1248:x 1245:( 1242:g 1239:) 1236:x 1233:( 1230:f 1225:b 1220:a 1212:= 1207:w 1199:g 1196:, 1193:f 1167:] 1164:b 1161:, 1158:a 1155:[ 1135:w 1112:g 1092:f 1012:2 902:2 898:x 894:= 891:y 881:y 852:. 837:. 825:S 801:S 780:M 774:S 748:M 737:S 716:0 713:= 707:m 704:, 697:m 665:M 645:m 619:M 594:m 567:M 546:M 532:. 516:V 496:B 476:A 452:V 432:B 412:A 398:. 349:. 336:v 328:u 303:v 299:, 295:u 267:V 253:v 247:u 238:. 198:c 194:ϕ 179:ϕ 121:0 118:= 115:) 111:v 107:, 103:u 99:( 96:B 72:B 57:v 51:u 20:.

Index

Orthogonality
mathematics
perpendicularity
linear algebra
bilinear forms
vector space
function spaces
orthogonal functions
basis
orthogonal functions
orthogonal polynomials
combinatorics

Euclidean space
angle
Minkowski spacetime
hyperbolic angle
worldlines
geometry
Euclidean vectors
perpendicular
right angle
vectors
inner product space
orthogonal matrix
matrix
orthonormal
orthonormal basis
basis
unit vectors

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