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Bilinear form

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In finite dimensions, this is equivalent to the pairing being nondegenerate (the spaces necessarily having the same dimensions). For modules (instead of vector spaces), just as how a nondegenerate form is weaker than a unimodular form, a nondegenerate pairing is a weaker notion than a perfect
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and is independent of the antisymmetric part. In this case there is a one-to-one correspondence between the symmetric part of the bilinear form and the quadratic form, and it makes sense to speak of the symmetric bilinear form associated with a quadratic form.
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is reflexive if and only if it is either symmetric or alternating. In the absence of reflexivity we have to distinguish left and right orthogonality. In a reflexive space the left and right radicals agree and are termed the
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is an isomorphism. Given a finitely generated module over a commutative ring, the pairing may be injective (hence "nondegenerate" in the above sense) but not unimodular. For example, over the integers, the pairing
3215: 2225: 506: 2400: 1887: 1593:). These statements are independent of the chosen basis. For a module over a commutative ring, a unimodular form is one for which the determinant of the associate matrix is a 299: 4743: 2512: 4225: 1137: 1061: 1841:). A bilinear form is alternating if and only if its coordinate matrix is skew-symmetric and the diagonal entries are all zero (which follows from skew-symmetry when 778: 1163: 1087: 4406: 666: 1597:(for example 1), hence the term; note that a form whose matrix determinant is non-zero but not a unit will be nondegenerate but not unimodular, for example 3112: 1460:, this is equivalent to the condition that the left and equivalently right radicals be trivial. For finite-dimensional spaces, this is often taken as the 4569: 1019:. More concretely, for a finite-dimensional vector space, non-degenerate means that every non-zero element pairs non-trivially with some other element: 1589:
of the associated matrix is zero. Likewise, a nondegenerate form is one for which the determinant of the associated matrix is non-zero (the matrix is
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then a skew-symmetric form is the same as a symmetric form and there exist symmetric/skew-symmetric forms that are not alternating.
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A bilinear form has different matrices on different bases. However, the matrices of a bilinear form on different bases are all
2310:{\displaystyle W^{\perp }=\left\{\mathbf {v} \mid B(\mathbf {v} ,\mathbf {w} )=0{\text{ for all }}\mathbf {w} \in W\right\}.} 4574: 4363: 4329: 4030: 4630: 4906: 4857: 4579: 4564: 4392: 3894: 4594: 626:{\displaystyle B(\mathbf {x} ,\mathbf {y} )=\mathbf {x} ^{\textsf {T}}A\mathbf {y} =\sum _{i,j=1}^{n}x_{i}A_{ij}y_{j}.} 4358: 4176: 4839: 4599: 4793: 4717: 4262: 4181: 4834: 4891: 4650: 1260: 4584: 1457: 4686: 4487: 1811: 810: 363: 4559: 4901: 4896: 4783: 3073: 1628: 4814: 4758: 4722: 3859: 1578: 367: 2464:{\displaystyle B(\mathbf {u} ,\mathbf {v} )\leq C\left\|\mathbf {u} \right\|\left\|\mathbf {v} \right\|.} 2219: 1838: 1393: 4283: 1996:{\displaystyle B^{+}={\tfrac {1}{2}}(B+{}^{\text{t}}B)\qquad B^{-}={\tfrac {1}{2}}(B-{}^{\text{t}}B),} 275: 4797: 3337: 305: 77: 64: 4763: 4701: 4415: 4353: 3864: 2363: 1590: 317: 69: 4875: 4788: 4655: 3330: 2704: 1594: 1574: 636: 309: 2166:
of the bilinear form: the subspace of all vectors orthogonal with every other vector. A vector
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is not 2 then the converse is also true: every skew-symmetric form is alternating. However, if
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respectively; they are the vectors orthogonal to the whole space on the left and on the right.
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then one can decompose a bilinear form into a symmetric and a skew-symmetric part as follows
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The corresponding notion for a module over a commutative ring is that a bilinear form is
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pairing. A pairing can be nondegenerate without being a perfect pairing, for instance
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discusses "eight types of inner product". To define them he uses diagonal matrices
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are equal, and skew-symmetric if and only if they are negatives of one another. If
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where the dot ( ⋅ ) indicates the slot into which the argument for the resulting
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Some of the real symmetric cases are very important. The positive definite case
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Harvey, F. Reese (1990), "Chapter 2: The Eight Types of Inner Product Spaces",
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having only +1 or −1 for non-zero elements. Some of the "inner products" are
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is nonsingular, and thus if and only if the bilinear form is nondegenerate.
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is a linear map the corresponding bilinear form is given by composing
3210:{\displaystyle \sum _{k=1}^{p}x_{k}y_{k}-\sum _{k=p+1}^{n}x_{k}y_{k}} 2888:
Likewise, symmetric bilinear forms may be thought of as elements of
3250:. Then he articulates the connection to traditional terminology: 2178:, is in the radical of a bilinear form with matrix representation 2319:
For a non-degenerate form on a finite-dimensional space, the map
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Terminology varies in coverage of bilinear forms. For example,
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from two vector spaces over the same base field to that field
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is nondegenerate, but induces multiplication by 2 on the map
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is nondegenerate but not unimodular, as the induced map from
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The definition of a bilinear form can be extended to include
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Cooperstein, Bruce (2010), "Ch 8: Bilinear Forms and Maps",
787:. Then, the matrix of the bilinear form on the new basis is 4261:, Cambridge Studies in Advanced Mathematics, vol. 50, 1829:
A bilinear form is symmetric (respectively skew-symmetric)
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Principal Structures and Methods of Representation Theory
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is determined by the symmetric part of the bilinear form
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is an isomorphism, then both are, and the bilinear form
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Shilov, Georgi E. (1977), Silverman, Richard A. (ed.),
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This article incorporates material from Unimodular on
3921:"Chapter 3. Bilinear forms — Lecture notes for MA1212" 1955: 1905: 3115: 2859:, so bilinear forms may be thought of as elements of 2515: 2403: 2228: 1890: 1852:
A bilinear form is symmetric if and only if the maps
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is finite-dimensional) is canonically isomorphic to
4807: 4731: 4710: 4669: 4608: 4550: 4496: 4431: 4203:, vol. I (2nd ed.), Courier Corporation, 1585:, a bilinear form is degenerate if and only if the 4744:Spectral theory of ordinary differential equations 3209: 2569: 2463: 2309: 1995: 1157: 1131: 1081: 1055: 772: 739: 625: 293: 4025:Adkins, William A.; Weintraub, Steven H. (1992), 1833:its coordinate matrix (relative to any basis) is 81:). In other words, a bilinear form is a function 4876:Creative Commons Attribution/Share-Alike License 4226:Ergebnisse der Mathematik und ihrer Grenzgebiete 2987:Here we still have induced linear mappings from 2906:) and alternating bilinear forms as elements of 1619:Symmetric, skew-symmetric, and alternating forms 3972: 3252: 2019:Reflexive bilinear forms and orthogonal vectors 1560:This form will be nondegenerate if and only if 484:with respect to this basis, and similarly, the 340:, which are similar to bilinear forms but are 4400: 8: 1240:is finite-dimensional then one can identify 4328:, Translations of Mathematical Monographs, 2204:. It is trivial if and only if the matrix 4435: 4407: 4393: 4385: 4259:Clifford Algebras and the Classical Groups 3948: 3201: 3191: 3181: 3164: 3151: 3141: 3131: 3120: 3114: 2739:the corresponding linear map is given by 2558: 2549: 2530: 2522: 2514: 2476:A bilinear form on a normed vector space 2449: 2436: 2418: 2410: 2402: 2288: 2283: 2269: 2261: 2247: 2233: 2227: 1978: 1976: 1954: 1945: 1928: 1926: 1904: 1895: 1889: 1775:Every alternating form is skew-symmetric. 1144: 1103: 1068: 1027: 758: 752: 728: 723: 710: 700: 689: 676: 671: 668: 614: 601: 591: 581: 564: 552: 543: 542: 541: 536: 524: 516: 508: 285: 281: 280: 277: 4697:Group algebra of a locally compact group 4008: 3936: 3912: 3291:, then Lorentzian space is also called 4324:Zhelobenko, Dmitriĭ Petrovich (2006), 4027:Algebra: An Approach via Module Theory 3996: 3984: 2960:Much of the theory is available for a 2198:. The radical is always a subspace of 987:For a finite-dimensional vector space 3960: 7: 3269:, while the case of a single minus, 3109:are spelled out. The bilinear form 2355:Bounded and elliptic bilinear forms 825:defines a pair of linear maps from 4120:Undergraduate Texts in Mathematics 3088:, the instances with real numbers 336:, one is often more interested in 301:is an example of a bilinear form. 75:(the elements of which are called 62:(the elements of which are called 25: 2586:Quadratic form § Definitions 1320:to be the bilinear form given by 4853: 4852: 4779:Topological quantum field theory 4116:Finite-dimensional vector spaces 2550: 2531: 2523: 2450: 2437: 2419: 2411: 2289: 2270: 2262: 2248: 1623:We define a bilinear form to be 724: 672: 553: 537: 525: 517: 294:{\displaystyle \mathbb {R} ^{n}} 2956:Pairs of distinct vector spaces 1940: 1523:one can obtain a bilinear form 1392:is finite-dimensional then the 27:Scalar-valued bilinear function 4874:, which is licensed under the 3084:. Rather than a general field 2554: 2546: 2535: 2519: 2454: 2446: 2441: 2433: 2423: 2407: 2274: 2258: 2114:be a reflexive bilinear form. 1987: 1966: 1937: 1916: 1781:This can be seen by expanding 1120: 1108: 1044: 1032: 529: 513: 1: 4575:Uniform boundedness principle 4330:American Mathematical Society 4031:Graduate Texts in Mathematics 2608:, there exists an associated 2172:, with matrix representation 1440:are linear isomorphisms from 1414:. If this number is equal to 1276:is infinite-dimensional then 805:Non-degenerate bilinear forms 103:in each argument separately: 3895:System of bilinear equations 3736:Conversely, a bilinear form 4359:Encyclopedia of Mathematics 4285:Linear Algebra and Geometry 4177:Encyclopedia of Mathematics 4174:, in Hazewinkel, M. (ed.), 3973:Adkins & Weintraub 1992 3316:will be referred to as the 2831:The set of all linear maps 2766:In the other direction, if 2699:Relation to tensor products 2217:is a subspace. Define the 2128:orthogonal with respect to 1294:restricted to the image of 440:matrix of the bilinear form 4923: 4718:Invariant subspace problem 4263:Cambridge University Press 4182:Kluwer Academic Publishers 3694:induces the bilinear form 3628:induces the bilinear form 2583: 808: 497:represents another vector 4848: 4438: 4220:; Husemoller, D. (1973), 4199:Jacobson, Nathan (2009), 2580:Associated quadratic form 2492:, if there is a constant 2377:, if there is a constant 1456:is nondegenerate. By the 1250:. One can then show that 927:This is often denoted as 348:Coordinate representation 4687:Spectrum of a C*-algebra 4282:; A. O. Remizov (2012), 4222:Symmetric Bilinear Forms 4150:Spinors and calibrations 4093:Grove, Larry C. (1997), 1405:is equal to the rank of 1233:is multiplication by 2. 1132:{\displaystyle B(x,y)=0} 1056:{\displaystyle B(x,y)=0} 811:Degenerate bilinear form 4784:Noncommutative geometry 4073:Advanced Linear Algebra 3586:canonical bilinear form 2333:, and the dimension of 1577:then, relative to some 773:{\displaystyle S_{i,j}} 4840:Tomita–Takesaki theory 4815:Approximation property 4759:Calculus of variations 4097:, Wiley-Interscience, 3860:Category:Bilinear maps 3322: 3211: 3186: 3136: 2788:with the bilinear map 2735:is a bilinear form on 2590:For any bilinear form 2571: 2465: 2311: 1997: 1159: 1158:{\displaystyle x\in V} 1133: 1083: 1082:{\displaystyle y\in V} 1057: 774: 741: 705: 627: 586: 295: 4835:Banach–Mazur distance 4798:Generalized functions 4170:Popov, V. L. (1987), 4095:Groups and characters 3212: 3160: 3116: 2667:, the quadratic form 2584:Further information: 2572: 2466: 2362:A bilinear form on a 2312: 2220:orthogonal complement 1998: 1509:Given any linear map 1244:with its double dual 1160: 1134: 1084: 1058: 980:is to be placed (see 809:Further information: 775: 742: 685: 639:. More precisely, if 628: 560: 296: 4580:Kakutani fixed-point 4565:Riesz representation 4122:, Berlin, New York: 3113: 2896:(dual of the second 2513: 2401: 2226: 2009:is the transpose of 1888: 1458:rank–nullity theorem 1285:is the transpose of 1143: 1102: 1067: 1026: 815:Every bilinear form 751: 667: 659:is another basis of 507: 478:represents a vector 318:module homomorphisms 276: 4907:Multilinear algebra 4764:Functional calculus 4723:Mahler's conjecture 4702:Von Neumann algebra 4416:Functional analysis 4079:, pp. 249–88, 3865:Inner product space 3667:, and a linear map 3301:. The special case 3299:Minkowski spacetime 3219:real symmetric case 2364:normed vector space 2285: for all  1615:over the integers. 1566:is an isomorphism. 1310:one can define the 4789:Riemann hypothesis 4488:Topological vector 4280:Shafarevich, I. R. 4184:, pp. 390–392 4156:, pp. 19–40, 3584:, also called the 3207: 3094:, complex numbers 3078:sesquilinear forms 2705:universal property 2567: 2499:such that for all 2461: 2383:such that for all 2307: 1993: 1964: 1914: 1575:finite-dimensional 1464:of nondegeneracy: 1263:of the linear map 1155: 1129: 1079: 1053: 770: 737: 623: 366:vector space with 338:sesquilinear forms 291: 234:    230:    154:    150:    4866: 4865: 4769:Integral operator 4546: 4545: 4299:978-3-642-30993-9 4272:978-0-521-55177-9 4210:978-0-486-47189-1 4133:978-0-387-90093-3 4104:978-0-471-16340-4 4086:978-1-4398-2966-0 4033:, vol. 136, 3890:Sesquilinear form 2286: 2184:, if and only if 2015:(defined above). 1981: 1963: 1931: 1913: 978:linear functional 782:invertible matrix 545: 344:in one argument. 16:(Redirected from 4914: 4892:Abstract algebra 4856: 4855: 4774:Jones polynomial 4692:Operator algebra 4436: 4409: 4402: 4395: 4386: 4381: 4367: 4342: 4320: 4302: 4275: 4255:Porteous, Ian R. 4250: 4228:, vol. 73, 4213: 4185: 4166: 4144: 4107: 4089: 4067: 4055: 4012: 4006: 4000: 3994: 3988: 3982: 3976: 3970: 3964: 3958: 3952: 3946: 3940: 3934: 3928: 3927: 3925: 3917: 3875:Multilinear form 3843: 3833: 3827: 3792: 3753: 3732: 3693: 3666: 3627: 3597: 3578:is known as the 3577: 3542: 3528: 3514: 3498: 3467: 3423: 3374: 3356: 3347: 3340: 3335: 3315: 3290: 3282:Lorentzian space 3279: 3264: 3249: 3235: 3216: 3214: 3213: 3208: 3206: 3205: 3196: 3195: 3185: 3180: 3156: 3155: 3146: 3145: 3135: 3130: 3108: 3099: 3093: 3087: 3074:symplectic forms 3057: 3047: 3032: 3011:is said to be a 3006: 3000: 2996: 2990: 2983: 2962:bilinear mapping 2946: 2934: 2926: 2916: 2905: 2895: 2884: 2874: 2870: 2858: 2844: 2827: 2817: 2805: 2783: 2763: 2738: 2734: 2728: 2715:and linear maps 2714: 2694: 2686: 2666: 2655: 2624: 2607: 2576: 2574: 2573: 2568: 2563: 2562: 2557: 2553: 2534: 2526: 2508: 2498: 2483: 2470: 2468: 2467: 2462: 2457: 2453: 2444: 2440: 2422: 2414: 2396: 2382: 2372: 2350: 2338: 2328: 2316: 2314: 2313: 2308: 2303: 2299: 2292: 2287: 2284: 2273: 2265: 2251: 2238: 2237: 2216: 2209: 2203: 2197: 2183: 2177: 2171: 2156: 2151:A bilinear form 2147: 2113: 2077: 2062: 2043: 2026:A bilinear form 2014: 2008: 2002: 2000: 1999: 1994: 1983: 1982: 1979: 1977: 1965: 1956: 1950: 1949: 1933: 1932: 1929: 1927: 1915: 1906: 1900: 1899: 1883: 1875: 1848: 1825: 1817: 1803: 1768: 1764: 1758: 1752: 1724: 1723: 1716: 1715: 1707: 1703: 1697: 1674: 1670: 1664: 1658: 1614: 1584: 1572: 1565: 1522: 1505: 1491: 1455: 1450:. In this case 1449: 1443: 1439: 1430: 1421: 1413: 1404: 1391: 1384: 1375: 1362: 1319: 1309: 1303: 1297: 1293: 1284: 1275: 1271: 1258: 1249: 1243: 1239: 1232: 1222: 1212: 1193: 1182: 1181: 1171: 1164: 1162: 1161: 1156: 1138: 1136: 1135: 1130: 1095: 1088: 1086: 1085: 1080: 1062: 1060: 1059: 1054: 1014: 1008: 999: 990: 973: 950: 924: 893: 861: 837: 828: 824: 820: 795: 786: 779: 777: 776: 771: 769: 768: 746: 744: 743: 738: 733: 732: 727: 721: 720: 704: 699: 681: 680: 675: 662: 658: 632: 630: 629: 624: 619: 618: 609: 608: 596: 595: 585: 580: 556: 548: 547: 546: 540: 528: 520: 502: 496: 490: 483: 477: 471: 461: 437: 401: 388: 361: 357: 342:conjugate linear 335: 327:is the field of 326: 300: 298: 297: 292: 290: 289: 284: 264: 235: 231: 228: 184: 155: 151: 148: 98: 61: 54: 21: 4922: 4921: 4917: 4916: 4915: 4913: 4912: 4911: 4882: 4881: 4867: 4862: 4844: 4808:Advanced topics 4803: 4727: 4706: 4665: 4631:Hilbert–Schmidt 4604: 4595:Gelfand–Naimark 4542: 4492: 4427: 4413: 4372:"Bilinear form" 4370: 4354:"Bilinear form" 4352: 4349: 4340: 4323: 4318: 4305: 4300: 4278: 4273: 4253: 4240: 4230:Springer-Verlag 4216: 4211: 4198: 4180:, vol. 1, 4172:"Bilinear form" 4169: 4164: 4147: 4134: 4124:Springer-Verlag 4112:Halmos, Paul R. 4110: 4105: 4092: 4087: 4070: 4058: 4045: 4035:Springer-Verlag 4024: 4021: 4016: 4015: 4007: 4003: 3995: 3991: 3983: 3979: 3971: 3967: 3959: 3955: 3949:Zhelobenko 2006 3947: 3943: 3935: 3931: 3923: 3919: 3918: 3914: 3909: 3904: 3850: 3839: 3829: 3794: 3759: 3737: 3695: 3668: 3629: 3602: 3589: 3581:natural pairing 3547: 3530: 3516: 3502: 3499: 3470: 3468: 3426: 3424: 3382: 3358: 3352: 3343: 3338: 3333: 3327: 3325:General modules 3302: 3294:Minkowski space 3285: 3270: 3267:Euclidean space 3255: 3237: 3222: 3197: 3187: 3147: 3137: 3111: 3110: 3104: 3095: 3089: 3085: 3082:Hermitian forms 3070: 3063:F. Reese Harvey 3049: 3034: 3020: 3013:perfect pairing 3002: 2998: 2992: 2988: 2985: 2967: 2958: 2953: 2951:Generalizations 2936: 2928: 2922: 2907: 2901: 2898:symmetric power 2889: 2876: 2872: 2860: 2850: 2832: 2819: 2807: 2789: 2767: 2764: 2742: 2736: 2730: 2716: 2712: 2701: 2688: 2680: 2660: 2626: 2612: 2591: 2588: 2582: 2545: 2544: 2511: 2510: 2500: 2493: 2477: 2445: 2432: 2399: 2398: 2384: 2378: 2366: 2357: 2340: 2334: 2320: 2246: 2242: 2229: 2224: 2223: 2214: 2205: 2199: 2185: 2179: 2173: 2167: 2152: 2149: 2134: 2097: 2091: 2064: 2049: 2027: 2021: 2010: 2004: 1975: 1941: 1925: 1891: 1886: 1885: 1877: 1866: 1859: 1853: 1842: 1819: 1815: 1782: 1766: 1760: 1754: 1727: 1721: 1720: 1713: 1712: 1705: 1699: 1684: 1672: 1666: 1660: 1633: 1621: 1598: 1582: 1570: 1561: 1558: 1510: 1507: 1497: 1478: 1451: 1445: 1441: 1438: 1432: 1429: 1423: 1415: 1412: 1406: 1403: 1397: 1389: 1383: 1377: 1374: 1368: 1358: 1347: 1315: 1305: 1299: 1295: 1292: 1286: 1283: 1277: 1273: 1270: 1264: 1257: 1251: 1245: 1241: 1237: 1224: 1214: 1196: 1185: 1179: 1178: 1166: 1141: 1140: 1100: 1099: 1090: 1065: 1064: 1024: 1023: 1010: 1007: 1001: 998: 992: 991:, if either of 988: 974: 959: 953: 951: 936: 930: 925: 902: 896: 894: 871: 865: 852: 845: 839: 833: 826: 822: 816: 813: 807: 802: 788: 784: 754: 749: 748: 722: 706: 670: 665: 664: 660: 656: 647: 640: 610: 597: 587: 535: 505: 504: 498: 492: 485: 479: 473: 466: 459: 450: 443: 435: 426: 412: 407: 393: 386: 377: 370: 359: 353: 350: 331: 329:complex numbers 324: 279: 274: 273: 236: 233: 229: 187: 156: 153: 149: 107: 82: 59: 42: 28: 23: 22: 18:Unimodular form 15: 12: 11: 5: 4920: 4918: 4910: 4909: 4904: 4902:Linear algebra 4899: 4897:Bilinear forms 4894: 4884: 4883: 4864: 4863: 4861: 4860: 4849: 4846: 4845: 4843: 4842: 4837: 4832: 4827: 4825:Choquet theory 4822: 4817: 4811: 4809: 4805: 4804: 4802: 4801: 4791: 4786: 4781: 4776: 4771: 4766: 4761: 4756: 4751: 4746: 4741: 4735: 4733: 4729: 4728: 4726: 4725: 4720: 4714: 4712: 4708: 4707: 4705: 4704: 4699: 4694: 4689: 4684: 4679: 4677:Banach algebra 4673: 4671: 4667: 4666: 4664: 4663: 4658: 4653: 4648: 4643: 4638: 4633: 4628: 4623: 4618: 4612: 4610: 4606: 4605: 4603: 4602: 4600:Banach–Alaoglu 4597: 4592: 4587: 4582: 4577: 4572: 4567: 4562: 4556: 4554: 4548: 4547: 4544: 4543: 4541: 4540: 4535: 4530: 4528:Locally convex 4525: 4511: 4506: 4500: 4498: 4494: 4493: 4491: 4490: 4485: 4480: 4475: 4470: 4465: 4460: 4455: 4450: 4445: 4439: 4433: 4429: 4428: 4414: 4412: 4411: 4404: 4397: 4389: 4383: 4382: 4368: 4348: 4347:External links 4345: 4344: 4343: 4338: 4321: 4316: 4308:Linear Algebra 4303: 4298: 4276: 4271: 4251: 4238: 4214: 4209: 4196: 4167: 4162: 4154:Academic Press 4145: 4132: 4108: 4103: 4090: 4085: 4068: 4056: 4043: 4020: 4017: 4014: 4013: 4011:, p. 233. 4001: 3989: 3977: 3975:, p. 359. 3965: 3953: 3941: 3939:, p. 346. 3929: 3911: 3910: 3908: 3905: 3903: 3902: 3897: 3892: 3887: 3885:Quadratic form 3882: 3877: 3872: 3867: 3862: 3857: 3851: 3849: 3846: 3469: 3425: 3381: 3326: 3323: 3217:is called the 3204: 3200: 3194: 3190: 3184: 3179: 3176: 3173: 3170: 3167: 3163: 3159: 3154: 3150: 3144: 3140: 3134: 3129: 3126: 3123: 3119: 3068: 2966: 2957: 2954: 2952: 2949: 2919:exterior power 2741: 2709:tensor product 2700: 2697: 2610:quadratic form 2581: 2578: 2566: 2561: 2556: 2552: 2548: 2543: 2540: 2537: 2533: 2529: 2525: 2521: 2518: 2460: 2456: 2452: 2448: 2443: 2439: 2435: 2431: 2428: 2425: 2421: 2417: 2413: 2409: 2406: 2356: 2353: 2306: 2302: 2298: 2295: 2291: 2282: 2279: 2276: 2272: 2268: 2264: 2260: 2257: 2254: 2250: 2245: 2241: 2236: 2232: 2092: 2022: 2020: 2017: 1992: 1989: 1986: 1974: 1971: 1968: 1962: 1959: 1953: 1948: 1944: 1939: 1936: 1924: 1921: 1918: 1912: 1909: 1903: 1898: 1894: 1864: 1857: 1839:skew-symmetric 1837:(respectively 1831:if and only if 1812:characteristic 1808: 1807: 1806: 1805: 1779: 1776: 1773: 1714:skew-symmetric 1709: 1676: 1620: 1617: 1533: 1466: 1436: 1427: 1410: 1401: 1381: 1372: 1322: 1290: 1281: 1268: 1255: 1174: 1173: 1154: 1151: 1148: 1128: 1125: 1122: 1119: 1116: 1113: 1110: 1107: 1097: 1078: 1075: 1072: 1052: 1049: 1046: 1043: 1040: 1037: 1034: 1031: 1015:is said to be 1005: 996: 957: 952: 934: 929: 900: 895: 869: 864: 850: 843: 806: 803: 801: 798: 767: 764: 761: 757: 736: 731: 726: 719: 716: 713: 709: 703: 698: 695: 692: 688: 684: 679: 674: 652: 645: 622: 617: 613: 607: 604: 600: 594: 590: 584: 579: 576: 573: 570: 567: 563: 559: 555: 551: 539: 534: 531: 527: 523: 519: 515: 512: 455: 448: 438:is called the 431: 422: 410: 382: 375: 349: 346: 288: 283: 266: 265: 185: 26: 24: 14: 13: 10: 9: 6: 4: 3: 2: 4919: 4908: 4905: 4903: 4900: 4898: 4895: 4893: 4890: 4889: 4887: 4880: 4879: 4877: 4873: 4859: 4851: 4850: 4847: 4841: 4838: 4836: 4833: 4831: 4830:Weak topology 4828: 4826: 4823: 4821: 4818: 4816: 4813: 4812: 4810: 4806: 4799: 4795: 4792: 4790: 4787: 4785: 4782: 4780: 4777: 4775: 4772: 4770: 4767: 4765: 4762: 4760: 4757: 4755: 4754:Index theorem 4752: 4750: 4747: 4745: 4742: 4740: 4737: 4736: 4734: 4730: 4724: 4721: 4719: 4716: 4715: 4713: 4711:Open problems 4709: 4703: 4700: 4698: 4695: 4693: 4690: 4688: 4685: 4683: 4680: 4678: 4675: 4674: 4672: 4668: 4662: 4659: 4657: 4654: 4652: 4649: 4647: 4644: 4642: 4639: 4637: 4634: 4632: 4629: 4627: 4624: 4622: 4619: 4617: 4614: 4613: 4611: 4607: 4601: 4598: 4596: 4593: 4591: 4588: 4586: 4583: 4581: 4578: 4576: 4573: 4571: 4568: 4566: 4563: 4561: 4558: 4557: 4555: 4553: 4549: 4539: 4536: 4534: 4531: 4529: 4526: 4523: 4519: 4515: 4512: 4510: 4507: 4505: 4502: 4501: 4499: 4495: 4489: 4486: 4484: 4481: 4479: 4476: 4474: 4471: 4469: 4466: 4464: 4461: 4459: 4456: 4454: 4451: 4449: 4446: 4444: 4441: 4440: 4437: 4434: 4430: 4425: 4421: 4417: 4410: 4405: 4403: 4398: 4396: 4391: 4390: 4387: 4379: 4378: 4373: 4369: 4365: 4361: 4360: 4355: 4351: 4350: 4346: 4341: 4339:0-8218-3731-1 4335: 4331: 4327: 4322: 4319: 4317:0-486-63518-X 4313: 4309: 4304: 4301: 4295: 4291: 4287: 4286: 4281: 4277: 4274: 4268: 4264: 4260: 4256: 4252: 4249: 4245: 4241: 4239:3-540-06009-X 4235: 4231: 4227: 4223: 4219: 4215: 4212: 4206: 4202: 4201:Basic Algebra 4197: 4195: 4192:, p. 390, at 4191: 4190: 4189:Bilinear form 4183: 4179: 4178: 4173: 4168: 4165: 4163:0-12-329650-1 4159: 4155: 4151: 4146: 4143: 4139: 4135: 4129: 4125: 4121: 4117: 4113: 4109: 4106: 4100: 4096: 4091: 4088: 4082: 4078: 4074: 4069: 4065: 4061: 4057: 4054: 4050: 4046: 4044:3-540-97839-9 4040: 4036: 4032: 4028: 4023: 4022: 4018: 4010: 4009:Bourbaki 1970 4005: 4002: 3999:, p. 23. 3998: 3993: 3990: 3987:, p. 22. 3986: 3981: 3978: 3974: 3969: 3966: 3962: 3957: 3954: 3951:, p. 11. 3950: 3945: 3942: 3938: 3937:Jacobson 2009 3933: 3930: 3926:. 2021-01-16. 3922: 3916: 3913: 3906: 3901: 3900:Metric tensor 3898: 3896: 3893: 3891: 3888: 3886: 3883: 3881: 3878: 3876: 3873: 3871: 3868: 3866: 3863: 3861: 3858: 3856: 3853: 3852: 3847: 3845: 3842: 3837: 3832: 3825: 3821: 3817: 3813: 3809: 3805: 3801: 3797: 3790: 3786: 3782: 3778: 3774: 3770: 3766: 3762: 3758:-linear maps 3757: 3752: 3748: 3744: 3740: 3734: 3730: 3726: 3722: 3718: 3714: 3710: 3706: 3702: 3698: 3691: 3687: 3683: 3679: 3675: 3671: 3664: 3660: 3656: 3652: 3648: 3644: 3640: 3636: 3632: 3625: 3621: 3617: 3613: 3609: 3605: 3601:A linear map 3599: 3596: 3592: 3587: 3583: 3582: 3575: 3571: 3567: 3563: 3559: 3555: 3551: 3548:⟨⋅,⋅⟩ : 3544: 3541: 3537: 3533: 3527: 3523: 3519: 3513: 3509: 3505: 3497: 3493: 3489: 3485: 3481: 3477: 3473: 3465: 3461: 3457: 3453: 3449: 3445: 3441: 3437: 3433: 3429: 3421: 3417: 3413: 3409: 3405: 3401: 3397: 3393: 3389: 3385: 3380: 3378: 3377:bilinear form 3373: 3369: 3365: 3361: 3355: 3351: 3346: 3342: 3332: 3324: 3321: 3319: 3313: 3309: 3305: 3300: 3296: 3295: 3288: 3283: 3277: 3273: 3268: 3262: 3258: 3251: 3248: 3244: 3240: 3233: 3229: 3225: 3220: 3202: 3198: 3192: 3188: 3182: 3177: 3174: 3171: 3168: 3165: 3161: 3157: 3152: 3148: 3142: 3138: 3132: 3127: 3124: 3121: 3117: 3107: 3103: 3098: 3092: 3083: 3079: 3076:and some are 3075: 3071: 3064: 3059: 3056: 3052: 3046: 3042: 3038: 3031: 3027: 3023: 3016: 3014: 3010: 3005: 2995: 2982: 2978: 2974: 2970: 2965: 2963: 2955: 2950: 2948: 2944: 2940: 2932: 2925: 2920: 2915: 2911: 2904: 2899: 2893: 2886: 2883: 2879: 2868: 2864: 2857: 2853: 2848: 2843: 2839: 2835: 2829: 2826: 2822: 2815: 2811: 2804: 2800: 2796: 2792: 2787: 2782: 2778: 2774: 2770: 2761: 2757: 2753: 2749: 2745: 2740: 2733: 2727: 2723: 2719: 2710: 2706: 2698: 2696: 2692: 2684: 2677: 2674: 2670: 2664: 2657: 2653: 2649: 2645: 2641: 2637: 2633: 2629: 2623: 2619: 2615: 2611: 2606: 2602: 2598: 2594: 2587: 2579: 2577: 2564: 2559: 2541: 2538: 2527: 2516: 2507: 2503: 2496: 2491: 2487: 2481: 2475: 2471: 2458: 2429: 2426: 2415: 2404: 2395: 2391: 2387: 2381: 2376: 2370: 2365: 2361: 2354: 2352: 2348: 2344: 2337: 2332: 2327: 2323: 2317: 2304: 2300: 2296: 2293: 2280: 2277: 2266: 2255: 2252: 2243: 2239: 2234: 2230: 2222: 2221: 2211: 2208: 2202: 2195: 2192: 2188: 2182: 2176: 2170: 2165: 2161: 2155: 2145: 2141: 2137: 2132: 2131: 2125: 2121: 2117: 2112: 2108: 2104: 2100: 2095: 2089: 2085: 2081: 2075: 2071: 2067: 2060: 2056: 2052: 2047: 2042: 2038: 2034: 2030: 2025: 2018: 2016: 2013: 2007: 1990: 1984: 1972: 1969: 1960: 1957: 1951: 1946: 1942: 1934: 1922: 1919: 1910: 1907: 1901: 1896: 1892: 1881: 1874: 1870: 1863: 1856: 1850: 1846: 1840: 1836: 1832: 1827: 1823: 1813: 1801: 1797: 1793: 1789: 1785: 1780: 1777: 1774: 1771: 1770: 1763: 1757: 1750: 1746: 1742: 1738: 1734: 1730: 1725: 1722:antisymmetric 1717: 1710: 1702: 1695: 1691: 1687: 1682: 1681: 1677: 1669: 1663: 1656: 1652: 1648: 1644: 1640: 1636: 1631: 1630: 1626: 1625: 1624: 1618: 1616: 1613: 1609: 1605: 1601: 1596: 1592: 1588: 1580: 1576: 1567: 1564: 1556: 1552: 1548: 1544: 1540: 1536: 1532: 1530: 1526: 1521: 1517: 1513: 1504: 1500: 1495: 1489: 1485: 1481: 1476: 1475:nondegenerate 1472: 1469: 1465: 1463: 1459: 1454: 1448: 1435: 1426: 1419: 1409: 1400: 1395: 1386: 1380: 1371: 1366: 1361: 1356: 1355:right radical 1352: 1345: 1341: 1337: 1333: 1329: 1325: 1321: 1318: 1313: 1308: 1302: 1289: 1280: 1267: 1262: 1254: 1248: 1234: 1231: 1227: 1221: 1217: 1211: 1207: 1203: 1199: 1192: 1188: 1183: 1169: 1165:implies that 1152: 1149: 1146: 1126: 1123: 1117: 1114: 1111: 1105: 1098: 1093: 1089:implies that 1076: 1073: 1070: 1050: 1047: 1041: 1038: 1035: 1029: 1022: 1021: 1020: 1018: 1017:nondegenerate 1013: 1004: 995: 985: 983: 979: 971: 967: 963: 956: 948: 944: 940: 933: 928: 922: 918: 914: 910: 906: 899: 891: 887: 883: 879: 875: 868: 863: 860: 856: 849: 842: 836: 832: 819: 812: 804: 799: 797: 794: 791: 783: 765: 762: 759: 755: 734: 729: 717: 714: 711: 707: 701: 696: 693: 690: 686: 682: 677: 655: 651: 644: 638: 633: 620: 615: 611: 605: 602: 598: 592: 588: 582: 577: 574: 571: 568: 565: 561: 557: 549: 532: 521: 510: 501: 495: 488: 482: 476: 469: 463: 458: 454: 447: 442:on the basis 441: 434: 430: 425: 421: 417: 413: 406:, defined by 405: 400: 396: 390: 385: 381: 374: 369: 365: 356: 347: 345: 343: 339: 334: 330: 321: 319: 315: 311: 307: 302: 286: 271: 262: 258: 254: 250: 247: 243: 239: 226: 222: 218: 214: 210: 206: 202: 198: 194: 190: 186: 182: 178: 174: 170: 166: 163: 159: 146: 142: 138: 134: 130: 126: 122: 118: 114: 110: 106: 105: 104: 102: 97: 93: 89: 85: 80: 79: 74: 71: 67: 66: 58: 53: 49: 45: 41: 37: 36:bilinear form 33: 19: 4869: 4868: 4820:Balanced set 4794:Distribution 4732:Applications 4585:Krein–Milman 4570:Closed graph 4375: 4357: 4325: 4307: 4284: 4258: 4221: 4200: 4194:Google Books 4187: 4175: 4149: 4115: 4094: 4072: 4063: 4060:Bourbaki, N. 4026: 4004: 3992: 3980: 3968: 3956: 3944: 3932: 3915: 3855:Bilinear map 3840: 3834:denotes the 3830: 3823: 3819: 3815: 3811: 3807: 3803: 3799: 3795: 3788: 3784: 3780: 3776: 3772: 3768: 3764: 3760: 3755: 3754:induces the 3750: 3746: 3742: 3738: 3735: 3728: 3724: 3720: 3716: 3712: 3708: 3704: 3700: 3696: 3689: 3685: 3681: 3677: 3673: 3669: 3662: 3658: 3654: 3650: 3646: 3642: 3638: 3634: 3630: 3623: 3619: 3615: 3611: 3607: 3603: 3600: 3594: 3590: 3585: 3579: 3573: 3569: 3565: 3561: 3557: 3553: 3549: 3546:The mapping 3545: 3539: 3535: 3531: 3525: 3521: 3517: 3511: 3507: 3503: 3500: 3495: 3491: 3487: 3483: 3479: 3475: 3471: 3463: 3459: 3455: 3451: 3447: 3443: 3439: 3435: 3431: 3427: 3419: 3415: 3411: 3407: 3403: 3399: 3395: 3391: 3387: 3383: 3376: 3375:is called a 3371: 3367: 3363: 3359: 3357:, a mapping 3353: 3344: 3336:and a right 3328: 3317: 3311: 3307: 3303: 3298: 3292: 3286: 3281: 3275: 3271: 3266: 3260: 3256: 3253: 3246: 3242: 3238: 3231: 3227: 3223: 3221:and labeled 3218: 3105: 3096: 3090: 3066: 3060: 3054: 3050: 3044: 3040: 3036: 3029: 3025: 3021: 3017: 3012: 3008: 3003: 2993: 2986: 2980: 2976: 2972: 2968: 2959: 2942: 2938: 2930: 2923: 2917:(the second 2913: 2909: 2902: 2891: 2887: 2881: 2877: 2871:which (when 2866: 2862: 2855: 2851: 2841: 2837: 2833: 2830: 2824: 2820: 2813: 2809: 2802: 2798: 2794: 2790: 2785: 2780: 2776: 2772: 2768: 2765: 2759: 2755: 2751: 2747: 2743: 2731: 2725: 2721: 2717: 2702: 2690: 2682: 2678: 2672: 2668: 2662: 2658: 2651: 2647: 2643: 2639: 2635: 2631: 2627: 2621: 2617: 2613: 2604: 2600: 2596: 2592: 2589: 2505: 2501: 2494: 2485: 2479: 2473: 2472: 2393: 2389: 2385: 2379: 2374: 2368: 2359: 2358: 2346: 2342: 2335: 2325: 2321: 2318: 2218: 2212: 2206: 2200: 2193: 2190: 2186: 2180: 2174: 2168: 2163: 2159: 2153: 2150: 2143: 2139: 2135: 2129: 2127: 2123: 2119: 2115: 2110: 2106: 2102: 2098: 2093: 2087: 2083: 2079: 2073: 2069: 2065: 2058: 2054: 2050: 2045: 2040: 2036: 2032: 2028: 2023: 2011: 2005: 1879: 1872: 1868: 1861: 1854: 1851: 1844: 1828: 1821: 1809: 1799: 1795: 1791: 1787: 1783: 1761: 1755: 1748: 1744: 1740: 1736: 1732: 1728: 1719: 1711: 1700: 1693: 1689: 1685: 1678: 1667: 1661: 1654: 1650: 1646: 1642: 1638: 1634: 1627: 1622: 1611: 1607: 1603: 1599: 1591:non-singular 1568: 1562: 1559: 1554: 1550: 1546: 1542: 1538: 1534: 1528: 1524: 1519: 1515: 1511: 1508: 1502: 1498: 1493: 1487: 1483: 1479: 1474: 1470: 1467: 1461: 1452: 1446: 1433: 1424: 1417: 1407: 1398: 1387: 1378: 1369: 1359: 1357:of the form 1354: 1351:left radical 1350: 1348: 1343: 1339: 1335: 1331: 1327: 1323: 1316: 1311: 1306: 1300: 1287: 1278: 1265: 1252: 1246: 1235: 1229: 1225: 1219: 1215: 1209: 1205: 1201: 1197: 1190: 1186: 1177: 1175: 1167: 1091: 1011: 1002: 993: 986: 975: 969: 965: 961: 954: 946: 942: 938: 931: 926: 920: 916: 912: 908: 904: 897: 889: 885: 881: 877: 873: 866: 858: 854: 847: 840: 834: 817: 814: 792: 789: 653: 649: 642: 634: 499: 493: 486: 480: 474: 467: 464: 456: 452: 445: 439: 432: 428: 423: 419: 415: 408: 403: 398: 394: 391: 383: 379: 372: 354: 351: 332: 322: 316:replaced by 303: 267: 260: 256: 252: 248: 245: 241: 237: 224: 220: 216: 212: 208: 204: 200: 196: 192: 188: 180: 176: 172: 168: 164: 161: 157: 144: 140: 136: 132: 128: 124: 120: 116: 112: 108: 95: 91: 87: 83: 76: 72: 63: 57:vector space 51: 47: 43: 40:bilinear map 35: 29: 4749:Heat kernel 4739:Hardy space 4646:Trace class 4560:Hahn–Banach 4522:Topological 3997:Harvey 1990 3985:Harvey 1990 3880:Polar space 3870:Linear form 3836:double dual 3350:dual module 3102:quaternions 2997:, and from 2806:that sends 2625:defined by 2474:Definition: 2360:Definition: 2094:Definition: 2024:Definition: 1772:Proposition 1680:alternating 1587:determinant 1468:Definition: 364:dimensional 314:linear maps 270:dot product 32:mathematics 4886:Categories 4872:PlanetMath 4682:C*-algebra 4497:Properties 4377:PlanetMath 4248:0292.10016 4218:Milnor, J. 4142:0288.15002 4066:, Springer 4053:0768.00003 4019:References 3961:Grove 1997 3318:split-case 3280:is called 3265:is called 2847:dual space 2044:is called 1462:definition 1180:unimodular 831:dual space 800:Properties 747:where the 4656:Unbounded 4651:Transpose 4609:Operators 4538:Separable 4533:Reflexive 4518:Algebraic 4504:Barrelled 4364:EMS Press 4310:, Dover, 4077:CRC Press 3907:Citations 3828:. Here, 3798:′ : 3711: : ( 3645: : ( 3560: : ( 3162:∑ 3158:− 3118:∑ 2539:≥ 2427:≤ 2331:bijective 2294:∈ 2253:∣ 2235:⊥ 2046:reflexive 1973:− 1947:− 1835:symmetric 1629:symmetric 1312:transpose 1304:). Given 1261:transpose 1150:∈ 1074:∈ 838:. Define 687:∑ 637:congruent 562:∑ 68:) over a 4858:Category 4670:Algebras 4552:Theorems 4509:Complete 4478:Schwartz 4424:glossary 4290:Springer 4257:(1995), 4186:. Also: 4114:(1974), 4062:(1970), 3848:See also 3806: : 3771: : 3763: : 3741: : 3699: : 3680: : 3672: : 3633: : 3614: : 3606: : 3529:and all 3501:for all 3362: : 3348:and its 3329:Given a 3236:, where 2971: : 2941:) ≃ Sym( 2771: : 2638: : 2630: : 2616: : 2595: : 2555:‖ 2547:‖ 2490:coercive 2486:elliptic 2455:‖ 2447:‖ 2442:‖ 2434:‖ 2345:) − dim( 2213:Suppose 2101: : 2078:for all 2063:implies 2031: : 1753:for all 1698:for all 1659:for all 1514: : 1496:implies 1492:for all 1363:are the 1139:for all 1063:for all 982:Currying 780:form an 503:, then: 99:that is 86: : 4661:Unitary 4641:Nuclear 4626:Compact 4621:Bounded 4616:Adjoint 4590:Min–max 4483:Sobolev 4468:Nuclear 4458:Hilbert 4453:Fréchet 4418: ( 4366:, 2001 4064:Algebra 3341:-module 2845:is the 2707:of the 2703:By the 2375:bounded 2164:radical 2162:or the 1810:If the 1365:kernels 1259:is the 829:to its 663:, then 491:matrix 472:matrix 465:If the 402:matrix 312:, with 308:over a 306:modules 78:scalars 65:vectors 4636:Normal 4473:Orlicz 4463:Hölder 4443:Banach 4432:Spaces 4420:topics 4336:  4314:  4296:  4269:  4246:  4236:  4207:  4160:  4140:  4130:  4101:  4083:  4051:  4041:  3515:, all 3278:−1, 1) 3100:, and 2927:). If 2693:> 1 2497:> 0 2482:, ‖⋅‖) 2371:, ‖⋅‖) 2189:= 0 ⇔ 2160:kernel 2003:where 358:be an 101:linear 4448:Besov 3924:(PDF) 3719:) ↦ ⟨ 3653:) ↦ ⟨ 3284:. If 3043:) ↦ 2 2912:) ≃ Λ 2729:. If 2685:) = 2 2681:char( 2679:When 2665:) ≠ 2 2661:char( 2659:When 2488:, or 2146:) = 0 2076:) = 0 2061:) = 0 1882:) ≠ 2 1878:char( 1847:) ≠ 2 1843:char( 1824:) = 2 1820:char( 1778:Proof 1739:) = − 1696:) = 0 1610:) = 2 1579:basis 1490:) = 0 1422:then 1208:) = 2 648:, …, 451:, …, 378:, …, 368:basis 323:When 70:field 55:on a 38:is a 4796:(or 4514:Dual 4334:ISBN 4312:ISBN 4294:ISBN 4267:ISBN 4234:ISBN 4205:ISBN 4158:ISBN 4128:ISBN 4099:ISBN 4081:ISBN 4039:ISBN 3793:and 3568:) ↦ 3482:) = 3454:) + 3442:) = 3410:) + 3398:) = 3331:ring 3263:, 0) 3033:via 2937:(Sym 2929:char 2890:(Sym 2689:dim 2687:and 2341:dim( 2126:are 2096:Let 1645:) = 1595:unit 1581:for 1545:) = 1531:via 1431:and 1416:dim( 1394:rank 1376:and 1353:and 1349:The 1334:) = 1272:(if 968:(⋅, 964:) = 949:, ⋅) 941:) = 911:) = 880:) = 392:The 352:Let 310:ring 268:The 251:) = 232:and 215:) + 203:) = 171:) = 152:and 135:) + 123:) = 34:, a 4244:Zbl 4138:Zbl 4049:Zbl 3838:of 3810:↦ ( 3775:↦ ( 3661:), 3588:on 3379:if 3297:or 3289:= 4 3080:or 3001:to 2991:to 2933:≠ 2 2921:of 2900:of 2849:of 2818:to 2484:is 2373:is 2339:is 2329:is 2322:V/W 2196:= 0 2133:if 2122:in 2086:in 2048:if 1849:). 1814:of 1765:in 1726:if 1718:or 1704:in 1683:if 1671:in 1632:if 1573:is 1569:If 1527:on 1477:if 1473:is 1444:to 1396:of 1388:If 1367:of 1314:of 1298:in 1236:If 1223:to 1184:if 1170:= 0 1096:and 1094:= 0 1000:or 984:). 862:by 821:on 489:× 1 470:× 1 272:on 30:In 4888:: 4422:– 4374:. 4362:, 4356:, 4332:, 4292:, 4288:, 4265:, 4242:, 4232:, 4224:, 4152:, 4136:, 4126:, 4118:, 4075:, 4047:, 4037:, 4029:, 3844:. 3826:)) 3822:, 3814:↦ 3802:→ 3791:)) 3787:, 3779:↦ 3767:→ 3749:→ 3745:× 3733:. 3731:)⟩ 3723:, 3715:, 3707:→ 3703:× 3684:↦ 3676:→ 3649:, 3641:→ 3637:× 3618:↦ 3610:→ 3598:. 3593:× 3564:, 3556:→ 3552:× 3543:. 3538:∈ 3534:, 3524:∈ 3520:, 3510:∈ 3506:, 3490:, 3484:αB 3480:xβ 3478:, 3476:αu 3462:, 3450:, 3438:+ 3434:, 3418:, 3406:, 3394:, 3390:+ 3370:→ 3366:× 3320:. 3310:, 3245:= 3241:+ 3230:, 3069:ij 3058:. 3053:→ 3045:xy 3039:, 3028:→ 3024:× 3015:. 2979:→ 2975:× 2947:. 2935:, 2908:(Λ 2885:. 2880:⊗ 2865:⊗ 2854:⊗ 2840:→ 2836:⊗ 2828:. 2812:, 2801:⊗ 2797:→ 2793:× 2779:→ 2775:⊗ 2758:, 2750:↦ 2746:⊗ 2724:→ 2720:⊗ 2656:. 2650:, 2642:↦ 2634:→ 2620:→ 2603:→ 2599:× 2509:, 2504:∈ 2397:, 2392:∈ 2388:, 2351:. 2324:→ 2187:Ax 2142:, 2118:, 2109:→ 2105:× 2082:, 2072:, 2057:, 2039:→ 2035:× 1871:→ 1867:: 1860:, 1798:+ 1794:, 1790:+ 1769:; 1759:, 1747:, 1735:, 1692:, 1665:, 1653:, 1641:, 1612:xy 1606:, 1557:). 1553:)( 1541:, 1518:→ 1501:= 1486:, 1346:). 1342:, 1330:, 1228:= 1218:= 1210:xy 1204:, 1189:→ 919:, 907:)( 888:, 876:)( 857:→ 853:: 846:, 796:. 793:AS 462:. 427:, 414:= 411:ij 397:× 389:. 320:. 259:, 253:λB 244:, 223:, 211:, 199:+ 195:, 179:, 173:λB 167:, 143:, 131:, 119:, 115:+ 94:→ 90:× 50:→ 46:× 4878:. 4800:) 4524:) 4520:/ 4516:( 4426:) 4408:e 4401:t 4394:v 4380:. 3963:. 3841:M 3831:M 3824:x 3820:u 3818:( 3816:B 3812:u 3808:x 3804:M 3800:M 3796:T 3789:x 3785:u 3783:( 3781:B 3777:x 3773:u 3769:M 3765:M 3761:S 3756:R 3751:R 3747:M 3743:M 3739:B 3729:x 3727:( 3725:T 3721:u 3717:x 3713:u 3709:R 3705:M 3701:M 3697:B 3692:) 3690:x 3688:( 3686:T 3682:x 3678:M 3674:M 3670:T 3665:⟩ 3663:x 3659:u 3657:( 3655:S 3651:x 3647:u 3643:R 3639:M 3635:M 3631:B 3626:) 3624:u 3622:( 3620:S 3616:u 3612:M 3608:M 3604:S 3595:M 3591:M 3576:) 3574:x 3572:( 3570:u 3566:x 3562:u 3558:R 3554:M 3550:M 3540:R 3536:β 3532:α 3526:M 3522:y 3518:x 3512:M 3508:v 3504:u 3496:β 3494:) 3492:x 3488:u 3486:( 3474:( 3472:B 3466:) 3464:y 3460:u 3458:( 3456:B 3452:x 3448:u 3446:( 3444:B 3440:y 3436:x 3432:u 3430:( 3428:B 3422:) 3420:x 3416:v 3414:( 3412:B 3408:x 3404:u 3402:( 3400:B 3396:x 3392:v 3388:u 3386:( 3384:B 3372:R 3368:M 3364:M 3360:B 3354:M 3345:M 3339:R 3334:R 3314:) 3312:p 3308:p 3306:( 3304:R 3287:n 3276:n 3274:( 3272:R 3261:n 3259:( 3257:R 3247:n 3243:q 3239:p 3234:) 3232:q 3228:p 3226:( 3224:R 3203:k 3199:y 3193:k 3189:x 3183:n 3178:1 3175:+ 3172:p 3169:= 3166:k 3153:k 3149:y 3143:k 3139:x 3133:p 3128:1 3125:= 3122:k 3106:H 3097:C 3091:R 3086:K 3067:A 3055:Z 3051:Z 3041:y 3037:x 3035:( 3030:Z 3026:Z 3022:Z 3009:B 3004:V 2999:W 2994:W 2989:V 2984:. 2981:K 2977:W 2973:V 2969:B 2945:) 2943:V 2939:V 2931:K 2924:V 2914:V 2910:V 2903:V 2894:) 2892:V 2882:V 2878:V 2873:V 2869:) 2867:V 2863:V 2861:( 2856:V 2852:V 2842:K 2838:V 2834:V 2825:w 2823:⊗ 2821:v 2816:) 2814:w 2810:v 2808:( 2803:V 2799:V 2795:V 2791:V 2786:F 2781:K 2777:V 2773:V 2769:F 2762:) 2760:w 2756:v 2754:( 2752:B 2748:w 2744:v 2737:V 2732:B 2726:K 2722:V 2718:V 2713:V 2691:V 2683:K 2673:B 2669:Q 2663:K 2654:) 2652:v 2648:v 2646:( 2644:B 2640:v 2636:K 2632:V 2628:Q 2622:K 2618:V 2614:Q 2605:K 2601:V 2597:V 2593:B 2565:. 2560:2 2551:u 2542:c 2536:) 2532:u 2528:, 2524:u 2520:( 2517:B 2506:V 2502:u 2495:c 2480:V 2478:( 2459:. 2451:v 2438:u 2430:C 2424:) 2420:v 2416:, 2412:u 2408:( 2405:B 2394:V 2390:v 2386:u 2380:C 2369:V 2367:( 2349:) 2347:W 2343:V 2336:W 2326:W 2305:. 2301:} 2297:W 2290:w 2281:0 2278:= 2275:) 2271:w 2267:, 2263:v 2259:( 2256:B 2249:v 2244:{ 2240:= 2231:W 2215:W 2207:A 2201:V 2194:A 2191:x 2181:A 2175:x 2169:v 2154:B 2148:. 2144:w 2140:v 2138:( 2136:B 2130:B 2124:V 2120:w 2116:v 2111:K 2107:V 2103:V 2099:B 2090:. 2088:V 2084:w 2080:v 2074:v 2070:w 2068:( 2066:B 2059:w 2055:v 2053:( 2051:B 2041:K 2037:V 2033:V 2029:B 2012:B 2006:B 1991:, 1988:) 1985:B 1980:t 1970:B 1967:( 1961:2 1958:1 1952:= 1943:B 1938:) 1935:B 1930:t 1923:+ 1920:B 1917:( 1911:2 1908:1 1902:= 1897:+ 1893:B 1880:K 1873:V 1869:V 1865:2 1862:B 1858:1 1855:B 1845:K 1822:K 1816:K 1804:. 1802:) 1800:w 1796:v 1792:w 1788:v 1786:( 1784:B 1767:V 1762:w 1756:v 1751:) 1749:v 1745:w 1743:( 1741:B 1737:w 1733:v 1731:( 1729:B 1708:; 1706:V 1701:v 1694:v 1690:v 1688:( 1686:B 1675:; 1673:V 1668:w 1662:v 1657:) 1655:v 1651:w 1649:( 1647:B 1643:w 1639:v 1637:( 1635:B 1608:y 1604:x 1602:( 1600:B 1583:V 1571:V 1563:A 1555:w 1551:v 1549:( 1547:A 1543:w 1539:v 1537:( 1535:B 1529:V 1525:B 1520:V 1516:V 1512:A 1506:. 1503:0 1499:v 1494:w 1488:w 1484:v 1482:( 1480:B 1471:B 1453:B 1447:V 1442:V 1437:2 1434:B 1428:1 1425:B 1420:) 1418:V 1411:2 1408:B 1402:1 1399:B 1390:V 1382:2 1379:B 1373:1 1370:B 1360:B 1344:v 1340:w 1338:( 1336:B 1332:w 1328:v 1326:( 1324:B 1317:B 1307:B 1301:V 1296:V 1291:1 1288:B 1282:2 1279:B 1274:V 1269:1 1266:B 1256:2 1253:B 1247:V 1242:V 1238:V 1230:Z 1226:V 1220:Z 1216:V 1206:y 1202:x 1200:( 1198:B 1191:V 1187:V 1172:. 1168:y 1153:V 1147:x 1127:0 1124:= 1121:) 1118:y 1115:, 1112:x 1109:( 1106:B 1092:x 1077:V 1071:y 1051:0 1048:= 1045:) 1042:y 1039:, 1036:x 1033:( 1030:B 1012:B 1006:2 1003:B 997:1 994:B 989:V 972:) 970:v 966:B 962:v 960:( 958:2 955:B 947:v 945:( 943:B 939:v 937:( 935:1 932:B 923:) 921:v 917:w 915:( 913:B 909:w 905:v 903:( 901:2 898:B 892:) 890:w 886:v 884:( 882:B 878:w 874:v 872:( 870:1 867:B 859:V 855:V 851:2 848:B 844:1 841:B 835:V 827:V 823:V 818:B 790:S 785:S 766:j 763:, 760:i 756:S 735:, 730:i 725:e 718:j 715:, 712:i 708:S 702:n 697:1 694:= 691:i 683:= 678:j 673:f 661:V 657:} 654:n 650:f 646:1 643:f 641:{ 621:. 616:j 612:y 606:j 603:i 599:A 593:i 589:x 583:n 578:1 575:= 572:j 569:, 566:i 558:= 554:y 550:A 544:T 538:x 533:= 530:) 526:y 522:, 518:x 514:( 511:B 500:y 494:y 487:n 481:x 475:x 468:n 460:} 457:n 453:e 449:1 446:e 444:{ 436:) 433:j 429:e 424:i 420:e 418:( 416:B 409:A 404:A 399:n 395:n 387:} 384:n 380:e 376:1 373:e 371:{ 362:- 360:n 355:V 333:C 325:K 287:n 282:R 263:) 261:v 257:u 255:( 249:v 246:λ 242:u 240:( 238:B 227:) 225:w 221:u 219:( 217:B 213:v 209:u 207:( 205:B 201:w 197:v 193:u 191:( 189:B 183:) 181:v 177:u 175:( 169:v 165:u 162:λ 160:( 158:B 147:) 145:w 141:v 139:( 137:B 133:w 129:u 127:( 125:B 121:w 117:v 113:u 111:( 109:B 96:K 92:V 88:V 84:B 73:K 60:V 52:K 48:V 44:V 20:)

Index

Unimodular form
mathematics
bilinear map
vector space
vectors
field
scalars
linear
dot product
modules
ring
linear maps
module homomorphisms
complex numbers
sesquilinear forms
conjugate linear
dimensional
basis
congruent
invertible matrix
Degenerate bilinear form
dual space
linear functional
Currying
nondegenerate
transpose
kernels
rank
rank–nullity theorem
finite-dimensional

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