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Product (mathematics)

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186: 539: 72: 416: 461: 1831: 301: 2927: 689: 604: 3347: 2754: 3606: 3168: 4096: 181:{\displaystyle \scriptstyle \left.{\begin{matrix}\scriptstyle {\text{term}}\,+\,{\text{term}}\\\scriptstyle {\text{summand}}\,+\,{\text{summand}}\\\scriptstyle {\text{addend}}\,+\,{\text{addend}}\\\scriptstyle {\text{augend}}\,+\,{\text{addend}}\end{matrix}}\right\}\,=\,} 2141: 1677: 344: 534:{\displaystyle \scriptstyle \left.{\begin{matrix}\scriptstyle {\frac {\scriptstyle {\text{dividend}}}{\scriptstyle {\text{divisor}}}}\\\scriptstyle {\frac {\scriptstyle {\text{numerator}}}{\scriptstyle {\text{denominator}}}}\end{matrix}}\right\}\,=\,} 1942: 1697: 229: 2790: 4529: 623: 546: 4765:
all convey the same general idea. The differences between these are that the Kronecker product is just a tensor product of matrices, with respect to a previously-fixed basis, whereas the tensor product is usually given in its
2240:) with very different meanings, while others have very different names (outer product, tensor product, Kronecker product) and yet convey essentially the same idea. A brief overview of these is given in the following sections. 3936: 3833: 4442: 4370: 4713: 1660: 856: 4790:. That is, the monoidal category captures precisely the meaning of a tensor product; it captures exactly the notion of why it is that tensor products behave the way they do. More precisely, a monoidal category is the 3670: 3179: 2592: 770: 2557: 1571: 5154:(as a continuous equivalent to the product of a sequence or as the multiplicative version of the normal/standard/additive integral. The product integral is also known as "continuous product" or "multiplical". 3437: 2965: 3947: 2353: 1416: 4298: 4236: 4170: 1974: 411:{\displaystyle \scriptstyle \left.{\begin{matrix}\scriptstyle {\text{factor}}\,\times \,{\text{factor}}\\\scriptstyle {\text{multiplier}}\,\times \,{\text{multiplicand}}\end{matrix}}\right\}\,=\,} 2222: 2292: 1364: 326: 881: 5215:
Here, "formal" means that this notation has the form of a determinant, but does not strictly adhere to the definition; it is a mnemonic used to remember the expansion of the cross product.
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There are many different kinds of products in mathematics: besides being able to multiply just numbers, polynomials or matrices, one can also define products on many different
1842: 1826:{\displaystyle \int \limits _{-\infty }^{\infty }|f(t)|\,\mathrm {d} t<\infty \qquad {\mbox{and}}\qquad \int \limits _{-\infty }^{\infty }|g(t)|\,\mathrm {d} t<\infty ,} 296:{\displaystyle \scriptstyle \left.{\begin{matrix}\scriptstyle {\text{term}}\,-\,{\text{term}}\\\scriptstyle {\text{minuend}}\,-\,{\text{subtrahend}}\end{matrix}}\right\}\,=\,} 4106:
There is a relationship between the composition of linear functions and the product of two matrices. To see this, let r = dim(U), s = dim(V) and t = dim(W) be the (finite)
2420: 2388: 985: 2922:{\displaystyle \mathbf {u\times v} ={\begin{vmatrix}\mathbf {i} &\mathbf {j} &\mathbf {k} \\u_{1}&u_{2}&u_{3}\\v_{1}&v_{2}&v_{3}\\\end{vmatrix}}} 1197: 4450: 1037: 908: 44: 684:{\displaystyle \scriptstyle \left.{\begin{matrix}\scriptstyle {\text{base}}^{\text{exponent}}\\\scriptstyle {\text{base}}^{\text{power}}\end{matrix}}\right\}\,=\,} 599:{\displaystyle \scriptstyle \left\{{\begin{matrix}\scriptstyle {\text{fraction}}\\\scriptstyle {\text{quotient}}\\\scriptstyle {\text{ratio}}\end{matrix}}\right.} 1267: 1220: 2580: 1244: 1005: 5170: 2774:
of two vectors in 3-dimensions is a vector perpendicular to the two factors, with length equal to the area of the parallelogram spanned by the two factors.
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All of the previous examples are special cases or examples of the general notion of a product. For the general treatment of the concept of a product, see
3838: 3735: 4375: 4303: 4603: 3342:{\displaystyle f(\mathbf {v} )=f\left(v_{i}\mathbf {b_{V}} ^{i}\right)=v_{i}f\left(\mathbf {b_{V}} ^{i}\right)={f^{i}}_{j}v_{i}\mathbf {b_{W}} ^{j},} 1582: 4949:
has the value of 0 (the identity element of addition). However, the concept of the empty product is more general, and requires special treatment in
2749:{\displaystyle \left(\sum _{i=1}^{n}\alpha _{i}e_{i}\right)\cdot \left(\sum _{i=1}^{n}\beta _{i}e_{i}\right)=\sum _{i=1}^{n}\alpha _{i}\,\beta _{i}} 813: 3617: 735: 5384: 2480: 1493: 3601:{\displaystyle g\circ f(\mathbf {v} )=g\left({f^{i}}_{j}v_{i}\mathbf {b_{W}} ^{j}\right)={g^{j}}_{k}{f^{i}}_{j}v_{i}\mathbf {b_{U}} ^{k}.} 901: 37: 5297: 1423:
The product of a sequence consisting of only one number is just that number itself; the product of no factors at all is known as the
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that can be combined in a way that behaves like a linear algebra tensor product, then this can be most generally understood as the
3163:{\displaystyle f(t_{1}x_{1}+t_{2}x_{2})=t_{1}f(x_{1})+t_{2}f(x_{2}),\forall x_{1},x_{2}\in V,\forall t_{1},t_{2}\in \mathbb {F} .} 4745: 4091:{\displaystyle B\cdot A=\left(\sum _{j=1}^{r}a_{i,j}\cdot b_{j,k}\right)_{i=1\ldots s;k=1\ldots t}\;\in \mathbb {R} ^{s\times t}} 2318: 2136:{\displaystyle \left(\sum _{i=0}^{n}a_{i}X^{i}\right)\cdot \left(\sum _{j=0}^{m}b_{j}X^{j}\right)=\sum _{k=0}^{n+m}c_{k}X^{k}} 5355: 5330: 1371: 894: 30: 4241: 4179: 4113: 4767: 2152: 3407:
Now we consider the composition of two linear mappings between finite dimensional vector spaces. Let the linear mapping
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at the end of the 15th century, it became common to consider the multiplication of numbers that are either unspecified (
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The composition of more than two linear mappings can be similarly represented by a chain of matrix multiplication.
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By the very definition of a vector space, one can form the product of any scalar with any vector, giving a map
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In other words: the matrix product is the description in coordinates of the composition of linear functions.
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There are many different kinds of products in linear algebra. Some of these have confusingly similar names (
934: 5157: 4864: 4173: 3367: 1139: 1045: 942: 449: 1937:{\displaystyle (f*g)(t)\;:=\int \limits _{-\infty }^{\infty }f(\tau )\cdot g(t-\tau )\,\mathrm {d} \tau } 5103:
of some kind to create an object, possibly of a different kind. But also, in category theory, one has:
2249: 1151: 1135: 1075: 23: 4958: 2938: 1067: 4974: 4942: 2393: 2361: 1082: 1071: 938: 1078:, for example, is non-commutative, and so is multiplication in other algebras in general as well. 952: 5179: 4993: 4791: 2778: 2426: 2255: 5322: 4770:. The outer product is simply the Kronecker product, limited to vectors (instead of matrices). 5390: 5380: 5351: 5326: 5293: 5137: 5080: 5020: 4982: 4868: 4860: 4815: 4787: 4762: 4524:{\displaystyle B\cdot A=M_{\mathcal {W}}^{\mathcal {U}}(g\circ f)\in \mathbb {R} ^{s\times t}} 3401: 1951: 1164: 5184: 5151: 5133: 5115: 5076: 5026: 5014: 4832: 4827: 4783: 2237: 1435: 1272: 1120: 1010: 5036: 4962: 1963: 1159: 1249: 1202: 5315: 5195: 5050: 5001: 4842: 4584: 3724: 2565: 2309: 2303: 1676: 1298: 1292: 1229: 1099:
Originally, a product was and is still the result of the multiplication of two or more
1094: 1057: 1039:(indicating that the two factors should be multiplied together). When one factor is an 990: 930: 611: 332: 5405: 5108: 5061: 5054: 4938: 4837: 4758: 2771: 2765: 2233: 1447: 1424: 1062: 1684:
Two functions from the reals to itself can be multiplied in another way, called the
5126: 5122: 5032: 5007: 4997: 4894: 1124: 3931:{\displaystyle B=(b_{j,k})_{j=1\ldots r;k=1\ldots t}\in \mathbb {R} ^{r\times t}} 3828:{\displaystyle A=(a_{i,j})_{i=1\ldots s;j=1\ldots r}\in \mathbb {R} ^{s\times r}} 5046: 5042: 4918: 4795: 4437:{\displaystyle B=M_{\mathcal {W}}^{\mathcal {V}}(g)\in \mathbb {R} ^{r\times t}} 4365:{\displaystyle A=M_{\mathcal {V}}^{\mathcal {U}}(f)\in \mathbb {R} ^{s\times r}} 2781: 2583: 1685: 1671: 1302: 1280: 1275:
have been introduced, which do not involve numbers at all, and have been called
1143: 1053: 949:. For example, 21 is the product of 3 and 7 (the result of multiplication), and 922: 217: 4708:{\displaystyle V\otimes W(v,m)=V(v)W(w),\forall v\in V^{*},\forall w\in W^{*},} 1655:{\displaystyle (a+N\mathbb {Z} )\cdot (b+N\mathbb {Z} )=a\cdot b+N\mathbb {Z} } 4954: 4856: 4727: 851:{\displaystyle \scriptstyle \log _{\text{base}}({\text{anti-logarithm}})\,=\,} 5240: 5065: 4946: 3665:{\displaystyle g\circ f(\mathbf {v} )=\mathbf {G} \mathbf {F} \mathbf {v} ,} 1680:
The convolution of the square wave with itself gives the triangular function
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has the value of 1 (the identity element of multiplication), just like the
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The scalar product also allows one to define an angle between two vectors:
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numbers are multiplied has no bearing on the product; this is known as the
4597:, the tensor product of them can be defined as a (2,0)-tensor satisfying: 5069: 1154:). These multiplications that cannot be effectively performed are called 1074:
are multiplied, the product usually depends on the order of the factors.
765:{\displaystyle \scriptstyle {\sqrt{\scriptstyle {\text{radicand}}}}\,=\,} 720: 543: 60: 1040: 2582:-dimensional Euclidean space, the standard scalar product (called the 2552:{\displaystyle \cos \angle (v,w)={\frac {v\cdot w}{\|v\|\cdot \|w\|}}} 5075:
A few of the above products are examples of the general notion of an
4821: 3386: 1566:{\displaystyle (a+N\mathbb {Z} )+(b+N\mathbb {Z} )=a+b+N\mathbb {Z} } 1100: 5317:
An introduction to differentiable manifolds and Riemannian geometry
4950: 1675: 1283:. Most of this article is devoted to such non-numerical products. 1128: 5290:
Functional analysis, calculus of variations and optimal control
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If one only considers finite dimensional vector spaces, then
4479: 4472: 4398: 4391: 4326: 4319: 4247: 4185: 4119: 629: 592: 467: 350: 235: 78: 5192: β€“ Repeated application of an operation to a sequence 4741:
For infinite-dimensional vector spaces, one also has the:
1968:
The product of two polynomials is given by the following:
1954:, convolution becomes point-wise function multiplication. 2348:{\displaystyle \cdot :V\times V\rightarrow \mathbb {R} } 5175:
Pages displaying short descriptions of redirect targets
1411:{\displaystyle 1\cdot 4\cdot 9\cdot 16\cdot 25\cdot 36} 5083:; the rest are describable by the general notion of a 4293:{\displaystyle {\mathcal {W}}=\{w_{1},\ldots ,w_{t}\}} 4231:{\displaystyle {\mathcal {V}}=\{v_{1},\ldots ,v_{s}\}} 4165:{\displaystyle {\mathcal {U}}=\{u_{1},\ldots ,u_{r}\}} 2813: 1758: 1323: 866: 817: 780: 742: 739: 699: 653: 635: 632: 627: 581: 570: 559: 556: 550: 507: 500: 497: 483: 476: 473: 465: 427: 377: 356: 353: 348: 311: 262: 241: 238: 233: 196: 147: 126: 105: 84: 81: 76: 4606: 4540: 4453: 4378: 4306: 4244: 4182: 4116: 3950: 3841: 3738: 3620: 3440: 3182: 2968: 2793: 2595: 2568: 2483: 2435: 2396: 2364: 2321: 2266: 2155: 1977: 1845: 1700: 1585: 1496: 1458: 1374: 1322: 1252: 1232: 1205: 1167: 1013: 993: 955: 865: 816: 779: 738: 698: 626: 549: 464: 426: 347: 310: 232: 195: 75: 1271:
Later and essentially from the 19th century on, new
4806:Other kinds of products in linear algebra include: 2217:{\displaystyle c_{k}=\sum _{i+j=k}a_{i}\cdot b_{j}} 808: 800: 730: 719: 618: 610: 456: 448: 339: 331: 224: 216: 67: 59: 5314: 4707: 4564: 4523: 4436: 4364: 4292: 4230: 4164: 4090: 3930: 3827: 3664: 3600: 3341: 3162: 2921: 2748: 2574: 2551: 2463: 2414: 2382: 2347: 2286: 2216: 2135: 1936: 1825: 1654: 1565: 1479: 1410: 1358: 1261: 1238: 1214: 1191: 1031: 999: 979: 875: 850: 789: 764: 708: 683: 598: 533: 436: 410: 320: 295: 205: 180: 5321:(2nd ed.). Orlando: Academic Press. p.  5140:, which captures the essence of a tensor product. 4102:Composition of linear functions as matrix product 2287:{\displaystyle \mathbb {R} \times V\rightarrow V} 5350:(2nd ed.). New York: Springer. p. 13. 4444:be the matrix representing g : V β†’ W. Then 1359:{\displaystyle \textstyle \prod _{i=1}^{6}i^{2}} 321:{\displaystyle \scriptstyle {\text{difference}}} 5118:, a category that is the product of categories. 4372:be the matrix representing f : U β†’ V and 2777:The cross product can also be expressed as the 1947:is well defined and is called the convolution. 876:{\displaystyle \scriptstyle {\text{logarithm}}} 4778:In general, whenever one has two mathematical 4774:The class of all objects with a tensor product 2943:A linear mapping can be defined as a function 4300:be a basis of W. In terms of this basis, let 902: 437:{\displaystyle \scriptstyle {\text{product}}} 38: 8: 5171:Deligne tensor product of abelian categories 4287: 4255: 4225: 4193: 4159: 4127: 2543: 2537: 2531: 2525: 2442: 2436: 1308:(in analogy to the use of the capital Sigma 4921:) that have Cartesian products is called a 4589:Given two finite dimensional vector spaces 1293:Multiplication Β§ Product of a sequence 709:{\displaystyle \scriptstyle {\text{power}}} 4066: 2425:From the scalar product, one can define a 1870: 1480:{\displaystyle \mathbb {Z} /N\mathbb {Z} } 909: 895: 790:{\displaystyle \scriptstyle {\text{root}}} 56: 45: 31: 18: 4696: 4674: 4605: 4539: 4509: 4505: 4504: 4478: 4477: 4471: 4470: 4452: 4422: 4418: 4417: 4397: 4396: 4390: 4389: 4377: 4350: 4346: 4345: 4325: 4324: 4318: 4317: 4305: 4281: 4262: 4246: 4245: 4243: 4219: 4200: 4184: 4183: 4181: 4153: 4134: 4118: 4117: 4115: 4076: 4072: 4071: 4030: 4013: 3994: 3984: 3973: 3949: 3916: 3912: 3911: 3871: 3855: 3840: 3813: 3809: 3808: 3768: 3752: 3737: 3654: 3649: 3644: 3633: 3619: 3589: 3582: 3577: 3570: 3560: 3553: 3548: 3541: 3534: 3529: 3514: 3507: 3502: 3495: 3485: 3478: 3473: 3453: 3439: 3330: 3323: 3318: 3311: 3301: 3294: 3289: 3275: 3268: 3263: 3249: 3231: 3224: 3219: 3212: 3189: 3181: 3153: 3152: 3143: 3130: 3108: 3095: 3076: 3060: 3044: 3028: 3012: 3002: 2989: 2979: 2967: 2905: 2893: 2881: 2867: 2855: 2843: 2830: 2823: 2816: 2808: 2794: 2792: 2740: 2735: 2729: 2719: 2708: 2690: 2680: 2670: 2659: 2636: 2626: 2616: 2605: 2594: 2567: 2511: 2482: 2464:{\displaystyle \|v\|:={\sqrt {v\cdot v}}} 2448: 2434: 2395: 2363: 2341: 2340: 2320: 2268: 2267: 2265: 2208: 2195: 2173: 2160: 2154: 2127: 2117: 2101: 2090: 2072: 2062: 2052: 2041: 2018: 2008: 1998: 1987: 1976: 1926: 1925: 1886: 1878: 1844: 1806: 1805: 1800: 1783: 1777: 1769: 1757: 1742: 1741: 1736: 1719: 1713: 1705: 1699: 1648: 1647: 1622: 1621: 1599: 1598: 1584: 1559: 1558: 1533: 1532: 1510: 1509: 1495: 1473: 1472: 1464: 1460: 1459: 1457: 1373: 1349: 1339: 1328: 1321: 1251: 1231: 1204: 1166: 1012: 992: 954: 867: 864: 846: 842: 834: 822: 815: 781: 778: 760: 756: 749: 743: 740: 737: 700: 697: 679: 675: 660: 655: 642: 637: 631: 625: 582: 571: 560: 555: 548: 529: 525: 508: 501: 498: 484: 477: 474: 469: 463: 428: 425: 406: 402: 388: 387: 383: 378: 367: 366: 362: 357: 352: 346: 312: 309: 291: 287: 273: 272: 268: 263: 252: 251: 247: 242: 237: 231: 206:{\displaystyle \scriptstyle {\text{sum}}} 197: 194: 176: 172: 158: 157: 153: 148: 137: 136: 132: 127: 116: 115: 111: 106: 95: 94: 90: 85: 80: 74: 5068:(sometimes called the wedge product) in 4969:Products over other algebraic structures 4875:) from multiple sets. That is, for sets 5228: 5208: 4929:. Sets are an example of such objects. 4565:{\displaystyle g\circ f:U\rightarrow W} 1301:is denoted by the capital Greek letter 5292:. Dordrecht: Springer. pp. 9–10. 5099:, which describes how to combine two 1316:symbol). For example, the expression 7: 5234: 5232: 4917:The class of all things (of a given 2760:Cross product in 3-dimensional space 2358:with the following conditions, that 4683: 4661: 4110:of vector spaces U, V and W. Let 3123: 3088: 2490: 1927: 1887: 1882: 1817: 1807: 1778: 1773: 1753: 1743: 1714: 1709: 14: 4828:Wedge product or exterior product 1117:fundamental theorem of arithmetic 5265:"Summation and Product Notation" 4802:Other products in linear algebra 4746:Tensor product of Hilbert spaces 3655: 3650: 3645: 3634: 3583: 3579: 3508: 3504: 3454: 3324: 3320: 3269: 3265: 3225: 3221: 3190: 2831: 2824: 2817: 2801: 2795: 4579:Tensor product of vector spaces 1764: 1756: 5198: β€“ Arithmetical operation 5160:, a theory of elliptic curves. 4798:) that have a tensor product. 4655: 4649: 4643: 4637: 4628: 4616: 4556: 4497: 4485: 4410: 4404: 4338: 4332: 3868: 3848: 3765: 3745: 3638: 3630: 3458: 3450: 3194: 3186: 3082: 3069: 3050: 3037: 3018: 2972: 2933:Composition of linear mappings 2505: 2493: 2337: 2278: 1922: 1910: 1901: 1895: 1867: 1861: 1858: 1846: 1801: 1797: 1791: 1784: 1737: 1733: 1727: 1720: 1626: 1609: 1603: 1586: 1537: 1520: 1514: 1497: 1026: 1014: 974: 962: 839: 831: 1: 5346:Moschovakis, Yiannis (2006). 5173: β€“ Belgian mathematician 5027:product of topological spaces 4973:Products over other kinds of 3419:, and let the linear mapping 3402:Einstein summation convention 2415:{\displaystyle 0\not =v\in V} 2383:{\displaystyle v\cdot v>0} 1452:Residue classes in the rings 1297:The product operator for the 5313:Boothby, William M. (1986). 1070:or members of various other 980:{\displaystyle x\cdot (2+x)} 5379:. Stuttgart: B.G. Teubner. 5091:Products in category theory 4927:Cartesian closed categories 4534:is the matrix representing 1442:Residue classes of integers 945:) to be multiplied, called 5428: 5085:product in category theory 4794:of all things (of a given 4751:Topological tensor product 4582: 3941:their product is given by 3722: 2947:between two vector spaces 2936: 2763: 2301: 2253: 2247: 2228:Products in linear algebra 1961: 1669: 1445: 1438:have a product operation. 1366:is another way of writing 1290: 1131:the order of the factors. 1092: 1043:, the product is called a 5190:Iterated binary operation 5097:product (category theory) 5288:Clarke, Francis (2013). 4990:direct product of groups 4883:, the Cartesian product 1066:of multiplication. When 3719:Product of two matrices 1192:{\displaystyle ax+b=0,} 1134:With the introduction 5375:Jarchow, Hans (1981). 5269:math.illinoisstate.edu 5158:Complex multiplication 4865:mathematical operation 4709: 4566: 4525: 4438: 4366: 4294: 4232: 4166: 4092: 3989: 3932: 3829: 3666: 3602: 3343: 3164: 2955:with underlying field 2923: 2750: 2724: 2675: 2621: 2576: 2553: 2465: 2416: 2384: 2349: 2288: 2218: 2137: 2112: 2057: 2003: 1938: 1891: 1827: 1782: 1718: 1681: 1656: 1567: 1481: 1412: 1360: 1344: 1263: 1240: 1216: 1193: 1158:. For example, in the 1089:Product of two numbers 1033: 1001: 981: 877: 852: 791: 766: 710: 685: 600: 535: 438: 412: 322: 297: 207: 182: 5377:Locally convex spaces 5245:mathworld.wolfram.com 5057:in algebraic topology 4710: 4567: 4526: 4439: 4367: 4295: 4238:be a basis of V and 4233: 4167: 4093: 3969: 3933: 3830: 3667: 3603: 3344: 3165: 2924: 2751: 2704: 2655: 2601: 2577: 2554: 2466: 2417: 2385: 2350: 2289: 2254:Further information: 2250:Scalar multiplication 2244:Scalar multiplication 2219: 2138: 2086: 2037: 1983: 1939: 1874: 1828: 1765: 1701: 1679: 1657: 1568: 1482: 1427:, and is equal to 1. 1413: 1361: 1324: 1299:product of a sequence 1287:Product of a sequence 1264: 1241: 1217: 1194: 1136:mathematical notation 1076:Matrix multiplication 1034: 1032:{\displaystyle (2+x)} 1002: 982: 878: 853: 792: 767: 711: 686: 601: 536: 439: 413: 323: 298: 208: 183: 24:Arithmetic operations 4975:algebraic structures 4959:computer programming 4943:algebraic structures 4941:on numbers and most 4925:. Many of these are 4768:intrinsic definition 4757:The tensor product, 4604: 4538: 4451: 4376: 4304: 4242: 4180: 4114: 3948: 3839: 3736: 3618: 3438: 3180: 2966: 2939:Function composition 2791: 2593: 2566: 2481: 2433: 2394: 2362: 2319: 2312:is a bi-linear map: 2264: 2153: 1975: 1843: 1698: 1583: 1494: 1456: 1372: 1320: 1279:; for example, the 1250: 1230: 1203: 1165: 1083:algebraic structures 1072:associative algebras 1011: 991: 953: 863: 814: 777: 736: 696: 624: 547: 462: 424: 345: 308: 230: 193: 73: 5348:Notes on set theory 5239:Weisstein, Eric W. 4484: 4403: 4331: 3729:Given two matrices 3683:-column element of 3611:Or in matrix form: 3431:. Then one can get 1226:of the coefficient 1150:), or to be found ( 1052:The order in which 5180:Indefinite product 4994:semidirect product 4923:Cartesian category 4893:is the set of all 4705: 4562: 4521: 4466: 4434: 4385: 4362: 4313: 4290: 4228: 4162: 4088: 3928: 3825: 3662: 3598: 3339: 3160: 2919: 2913: 2746: 2572: 2549: 2461: 2412: 2380: 2345: 2284: 2256:Scaling (geometry) 2214: 2190: 2133: 1934: 1836:then the integral 1823: 1762: 1682: 1652: 1563: 1477: 1408: 1356: 1355: 1262:{\displaystyle x.} 1259: 1236: 1215:{\displaystyle ax} 1212: 1189: 1119:states that every 1107:is the product of 1029: 997: 987:is the product of 977: 873: 872: 848: 847: 787: 786: 762: 761: 748: 706: 705: 681: 680: 669: 666: 648: 596: 595: 590: 587: 576: 565: 531: 530: 519: 516: 513: 506: 492: 489: 482: 434: 433: 408: 407: 396: 393: 372: 318: 317: 293: 292: 281: 278: 257: 203: 202: 178: 177: 166: 163: 142: 121: 100: 5386:978-3-519-02224-4 5138:monoidal category 5081:monoidal category 5021:product of ideals 4983:Cartesian product 4861:Cartesian product 4851:Cartesian product 4816:Kronecker product 4788:monoidal category 4763:Kronecker product 2575:{\displaystyle n} 2547: 2459: 2169: 1952:Fourier transform 1761: 1436:Commutative rings 1431:Commutative rings 1273:binary operations 1239:{\displaystyle a} 1127:, that is unique 1000:{\displaystyle x} 929:is the result of 919: 918: 886: 885: 870: 837: 825: 784: 754: 752: 746: 703: 663: 658: 645: 640: 585: 574: 563: 514: 511: 504: 490: 487: 480: 431: 391: 381: 370: 360: 315: 276: 266: 255: 245: 200: 161: 151: 140: 130: 119: 109: 98: 88: 16:Mathematical form 5419: 5398: 5362: 5361: 5343: 5337: 5336: 5320: 5310: 5304: 5303: 5285: 5279: 5278: 5276: 5275: 5261: 5255: 5254: 5252: 5251: 5236: 5216: 5213: 5185:Infinite product 5176: 5152:product integral 5134:internal product 5116:product category 5077:internal product 5037:random variables 5015:product of rings 4913: 4906: 4899: 4892: 4867:which returns a 4833:Interior product 4811:Hadamard product 4784:internal product 4714: 4712: 4711: 4706: 4701: 4700: 4679: 4678: 4571: 4569: 4568: 4563: 4530: 4528: 4527: 4522: 4520: 4519: 4508: 4483: 4482: 4476: 4475: 4443: 4441: 4440: 4435: 4433: 4432: 4421: 4402: 4401: 4395: 4394: 4371: 4369: 4368: 4363: 4361: 4360: 4349: 4330: 4329: 4323: 4322: 4299: 4297: 4296: 4291: 4286: 4285: 4267: 4266: 4251: 4250: 4237: 4235: 4234: 4229: 4224: 4223: 4205: 4204: 4189: 4188: 4171: 4169: 4168: 4163: 4158: 4157: 4139: 4138: 4123: 4122: 4097: 4095: 4094: 4089: 4087: 4086: 4075: 4065: 4064: 4029: 4025: 4024: 4023: 4005: 4004: 3988: 3983: 3937: 3935: 3934: 3929: 3927: 3926: 3915: 3906: 3905: 3866: 3865: 3834: 3832: 3831: 3826: 3824: 3823: 3812: 3803: 3802: 3763: 3762: 3671: 3669: 3668: 3663: 3658: 3653: 3648: 3637: 3607: 3605: 3604: 3599: 3594: 3593: 3588: 3587: 3586: 3575: 3574: 3565: 3564: 3559: 3558: 3557: 3546: 3545: 3540: 3539: 3538: 3524: 3520: 3519: 3518: 3513: 3512: 3511: 3500: 3499: 3490: 3489: 3484: 3483: 3482: 3457: 3348: 3346: 3345: 3340: 3335: 3334: 3329: 3328: 3327: 3316: 3315: 3306: 3305: 3300: 3299: 3298: 3284: 3280: 3279: 3274: 3273: 3272: 3254: 3253: 3241: 3237: 3236: 3235: 3230: 3229: 3228: 3217: 3216: 3193: 3169: 3167: 3166: 3161: 3156: 3148: 3147: 3135: 3134: 3113: 3112: 3100: 3099: 3081: 3080: 3065: 3064: 3049: 3048: 3033: 3032: 3017: 3016: 3007: 3006: 2994: 2993: 2984: 2983: 2928: 2926: 2925: 2920: 2918: 2917: 2910: 2909: 2898: 2897: 2886: 2885: 2872: 2871: 2860: 2859: 2848: 2847: 2834: 2827: 2820: 2804: 2755: 2753: 2752: 2747: 2745: 2744: 2734: 2733: 2723: 2718: 2700: 2696: 2695: 2694: 2685: 2684: 2674: 2669: 2646: 2642: 2641: 2640: 2631: 2630: 2620: 2615: 2581: 2579: 2578: 2573: 2558: 2556: 2555: 2550: 2548: 2546: 2523: 2512: 2470: 2468: 2467: 2462: 2460: 2449: 2421: 2419: 2418: 2413: 2389: 2387: 2386: 2381: 2354: 2352: 2351: 2346: 2344: 2293: 2291: 2290: 2285: 2271: 2238:exterior product 2223: 2221: 2220: 2215: 2213: 2212: 2200: 2199: 2189: 2165: 2164: 2142: 2140: 2139: 2134: 2132: 2131: 2122: 2121: 2111: 2100: 2082: 2078: 2077: 2076: 2067: 2066: 2056: 2051: 2028: 2024: 2023: 2022: 2013: 2012: 2002: 1997: 1958:Polynomial rings 1943: 1941: 1940: 1935: 1930: 1890: 1885: 1832: 1830: 1829: 1824: 1810: 1804: 1787: 1781: 1776: 1763: 1759: 1746: 1740: 1723: 1717: 1712: 1661: 1659: 1658: 1653: 1651: 1625: 1602: 1576:and multiplied: 1572: 1570: 1569: 1564: 1562: 1536: 1513: 1486: 1484: 1483: 1478: 1476: 1468: 1463: 1419: 1417: 1415: 1414: 1409: 1365: 1363: 1362: 1357: 1354: 1353: 1343: 1338: 1311: 1307: 1268: 1266: 1265: 1260: 1246:and the unknown 1245: 1243: 1242: 1237: 1221: 1219: 1218: 1213: 1198: 1196: 1195: 1190: 1123:is a product of 1121:composite number 1114: 1110: 1106: 1038: 1036: 1035: 1030: 1006: 1004: 1003: 998: 986: 984: 983: 978: 937:that identifies 911: 904: 897: 882: 880: 879: 874: 871: 868: 857: 855: 854: 849: 838: 835: 827: 826: 823: 796: 794: 793: 788: 785: 782: 771: 769: 768: 763: 755: 753: 750: 747: 744: 741: 715: 713: 712: 707: 704: 701: 690: 688: 687: 682: 674: 670: 665: 664: 661: 659: 656: 647: 646: 643: 641: 638: 605: 603: 602: 597: 594: 591: 586: 583: 575: 572: 564: 561: 540: 538: 537: 532: 524: 520: 515: 512: 509: 505: 502: 499: 491: 488: 485: 481: 478: 475: 443: 441: 440: 435: 432: 429: 417: 415: 414: 409: 401: 397: 392: 389: 382: 379: 371: 368: 361: 358: 327: 325: 324: 319: 316: 313: 302: 300: 299: 294: 286: 282: 277: 274: 267: 264: 256: 253: 246: 243: 212: 210: 209: 204: 201: 198: 187: 185: 184: 179: 171: 167: 162: 159: 152: 149: 141: 138: 131: 128: 120: 117: 110: 107: 99: 96: 89: 86: 57: 47: 40: 33: 26: 19: 5427: 5426: 5422: 5421: 5420: 5418: 5417: 5416: 5402: 5401: 5387: 5374: 5371: 5366: 5365: 5358: 5345: 5344: 5340: 5333: 5312: 5311: 5307: 5300: 5287: 5286: 5282: 5273: 5271: 5263: 5262: 5258: 5249: 5247: 5238: 5237: 5230: 5225: 5220: 5219: 5214: 5210: 5205: 5174: 5167: 5147: 5093: 4992:, and also the 4971: 4963:category theory 4935: 4908: 4901: 4897: 4884: 4853: 4820:The product of 4804: 4776: 4692: 4670: 4602: 4601: 4587: 4581: 4536: 4535: 4503: 4449: 4448: 4416: 4374: 4373: 4344: 4302: 4301: 4277: 4258: 4240: 4239: 4215: 4196: 4178: 4177: 4149: 4130: 4112: 4111: 4104: 4070: 4009: 3990: 3968: 3964: 3963: 3946: 3945: 3910: 3867: 3851: 3837: 3836: 3807: 3764: 3748: 3734: 3733: 3727: 3721: 3710: 3706: 3699: 3692: 3616: 3615: 3578: 3576: 3566: 3549: 3547: 3530: 3528: 3503: 3501: 3491: 3474: 3472: 3471: 3467: 3436: 3435: 3398: 3383: 3364: 3357: 3319: 3317: 3307: 3290: 3288: 3264: 3262: 3258: 3245: 3220: 3218: 3208: 3207: 3203: 3178: 3177: 3139: 3126: 3104: 3091: 3072: 3056: 3040: 3024: 3008: 2998: 2985: 2975: 2964: 2963: 2941: 2935: 2912: 2911: 2901: 2899: 2889: 2887: 2877: 2874: 2873: 2863: 2861: 2851: 2849: 2839: 2836: 2835: 2828: 2821: 2809: 2789: 2788: 2768: 2762: 2736: 2725: 2686: 2676: 2654: 2650: 2632: 2622: 2600: 2596: 2591: 2590: 2586:) is given by: 2564: 2563: 2524: 2513: 2479: 2478: 2431: 2430: 2392: 2391: 2360: 2359: 2317: 2316: 2306: 2300: 2262: 2261: 2258: 2252: 2246: 2230: 2204: 2191: 2156: 2151: 2150: 2123: 2113: 2068: 2058: 2036: 2032: 2014: 2004: 1982: 1978: 1973: 1972: 1966: 1964:Polynomial ring 1960: 1841: 1840: 1696: 1695: 1674: 1668: 1581: 1580: 1492: 1491: 1454: 1453: 1450: 1444: 1433: 1370: 1369: 1367: 1345: 1318: 1317: 1309: 1305: 1295: 1289: 1248: 1247: 1228: 1227: 1201: 1200: 1163: 1162: 1160:linear equation 1112: 1108: 1104: 1103:. For example, 1097: 1091: 1063:commutative law 1009: 1008: 989: 988: 951: 950: 915: 861: 860: 818: 812: 811: 775: 774: 734: 733: 694: 693: 668: 667: 654: 650: 649: 636: 628: 622: 621: 589: 588: 578: 577: 567: 566: 551: 545: 544: 518: 517: 494: 493: 466: 460: 459: 422: 421: 395: 394: 374: 373: 349: 343: 342: 306: 305: 280: 279: 259: 258: 234: 228: 227: 191: 190: 165: 164: 144: 143: 123: 122: 102: 101: 77: 71: 70: 51: 22: 17: 12: 11: 5: 5425: 5423: 5415: 5414: 5412:Multiplication 5404: 5403: 5400: 5399: 5385: 5370: 5367: 5364: 5363: 5356: 5338: 5331: 5305: 5299:978-1447148203 5298: 5280: 5256: 5227: 5226: 5224: 5221: 5218: 5217: 5207: 5206: 5204: 5201: 5200: 5199: 5196:Multiplication 5193: 5187: 5182: 5177: 5166: 5163: 5162: 5161: 5155: 5146: 5145:Other products 5143: 5142: 5141: 5130: 5119: 5112: 5092: 5089: 5073: 5072: 5058: 5039: 5029: 5023: 5017: 5011: 5004: 5002:wreath product 4986: 4970: 4967: 4934: 4931: 4852: 4849: 4848: 4847: 4846: 4845: 4843:Tensor product 4840: 4835: 4830: 4818: 4813: 4803: 4800: 4775: 4772: 4755: 4754: 4748: 4716: 4715: 4704: 4699: 4695: 4691: 4688: 4685: 4682: 4677: 4673: 4669: 4666: 4663: 4660: 4657: 4654: 4651: 4648: 4645: 4642: 4639: 4636: 4633: 4630: 4627: 4624: 4621: 4618: 4615: 4612: 4609: 4585:Tensor product 4583:Main article: 4580: 4577: 4561: 4558: 4555: 4552: 4549: 4546: 4543: 4532: 4531: 4518: 4515: 4512: 4507: 4502: 4499: 4496: 4493: 4490: 4487: 4481: 4474: 4469: 4465: 4462: 4459: 4456: 4431: 4428: 4425: 4420: 4415: 4412: 4409: 4406: 4400: 4393: 4388: 4384: 4381: 4359: 4356: 4353: 4348: 4343: 4340: 4337: 4334: 4328: 4321: 4316: 4312: 4309: 4289: 4284: 4280: 4276: 4273: 4270: 4265: 4261: 4257: 4254: 4249: 4227: 4222: 4218: 4214: 4211: 4208: 4203: 4199: 4195: 4192: 4187: 4161: 4156: 4152: 4148: 4145: 4142: 4137: 4133: 4129: 4126: 4121: 4103: 4100: 4099: 4098: 4085: 4082: 4079: 4074: 4069: 4063: 4060: 4057: 4054: 4051: 4048: 4045: 4042: 4039: 4036: 4033: 4028: 4022: 4019: 4016: 4012: 4008: 4003: 4000: 3997: 3993: 3987: 3982: 3979: 3976: 3972: 3967: 3962: 3959: 3956: 3953: 3939: 3938: 3925: 3922: 3919: 3914: 3909: 3904: 3901: 3898: 3895: 3892: 3889: 3886: 3883: 3880: 3877: 3874: 3870: 3864: 3861: 3858: 3854: 3850: 3847: 3844: 3822: 3819: 3816: 3811: 3806: 3801: 3798: 3795: 3792: 3789: 3786: 3783: 3780: 3777: 3774: 3771: 3767: 3761: 3758: 3755: 3751: 3747: 3744: 3741: 3725:Matrix product 3723:Main article: 3720: 3717: 3708: 3704: 3697: 3690: 3673: 3672: 3661: 3657: 3652: 3647: 3643: 3640: 3636: 3632: 3629: 3626: 3623: 3609: 3608: 3597: 3592: 3585: 3581: 3573: 3569: 3563: 3556: 3552: 3544: 3537: 3533: 3527: 3523: 3517: 3510: 3506: 3498: 3494: 3488: 3481: 3477: 3470: 3466: 3463: 3460: 3456: 3452: 3449: 3446: 3443: 3396: 3381: 3362: 3355: 3350: 3349: 3338: 3333: 3326: 3322: 3314: 3310: 3304: 3297: 3293: 3287: 3283: 3278: 3271: 3267: 3261: 3257: 3252: 3248: 3244: 3240: 3234: 3227: 3223: 3215: 3211: 3206: 3202: 3199: 3196: 3192: 3188: 3185: 3171: 3170: 3159: 3155: 3151: 3146: 3142: 3138: 3133: 3129: 3125: 3122: 3119: 3116: 3111: 3107: 3103: 3098: 3094: 3090: 3087: 3084: 3079: 3075: 3071: 3068: 3063: 3059: 3055: 3052: 3047: 3043: 3039: 3036: 3031: 3027: 3023: 3020: 3015: 3011: 3005: 3001: 2997: 2992: 2988: 2982: 2978: 2974: 2971: 2937:Main article: 2934: 2931: 2930: 2929: 2916: 2908: 2904: 2900: 2896: 2892: 2888: 2884: 2880: 2876: 2875: 2870: 2866: 2862: 2858: 2854: 2850: 2846: 2842: 2838: 2837: 2833: 2829: 2826: 2822: 2819: 2815: 2814: 2812: 2807: 2803: 2800: 2797: 2764:Main article: 2761: 2758: 2757: 2756: 2743: 2739: 2732: 2728: 2722: 2717: 2714: 2711: 2707: 2703: 2699: 2693: 2689: 2683: 2679: 2673: 2668: 2665: 2662: 2658: 2653: 2649: 2645: 2639: 2635: 2629: 2625: 2619: 2614: 2611: 2608: 2604: 2599: 2571: 2560: 2559: 2545: 2542: 2539: 2536: 2533: 2530: 2527: 2522: 2519: 2516: 2510: 2507: 2504: 2501: 2498: 2495: 2492: 2489: 2486: 2458: 2455: 2452: 2447: 2444: 2441: 2438: 2411: 2408: 2405: 2402: 2399: 2379: 2376: 2373: 2370: 2367: 2356: 2355: 2343: 2339: 2336: 2333: 2330: 2327: 2324: 2310:scalar product 2304:Scalar product 2302:Main article: 2299: 2298:Scalar product 2296: 2283: 2280: 2277: 2274: 2270: 2248:Main article: 2245: 2242: 2229: 2226: 2225: 2224: 2211: 2207: 2203: 2198: 2194: 2188: 2185: 2182: 2179: 2176: 2172: 2168: 2163: 2159: 2144: 2143: 2130: 2126: 2120: 2116: 2110: 2107: 2104: 2099: 2096: 2093: 2089: 2085: 2081: 2075: 2071: 2065: 2061: 2055: 2050: 2047: 2044: 2040: 2035: 2031: 2027: 2021: 2017: 2011: 2007: 2001: 1996: 1993: 1990: 1986: 1981: 1962:Main article: 1959: 1956: 1945: 1944: 1933: 1929: 1924: 1921: 1918: 1915: 1912: 1909: 1906: 1903: 1900: 1897: 1894: 1889: 1884: 1881: 1877: 1873: 1869: 1866: 1863: 1860: 1857: 1854: 1851: 1848: 1834: 1833: 1822: 1819: 1816: 1813: 1809: 1803: 1799: 1796: 1793: 1790: 1786: 1780: 1775: 1772: 1768: 1755: 1752: 1749: 1745: 1739: 1735: 1732: 1729: 1726: 1722: 1716: 1711: 1708: 1704: 1670:Main article: 1667: 1664: 1663: 1662: 1650: 1646: 1643: 1640: 1637: 1634: 1631: 1628: 1624: 1620: 1617: 1614: 1611: 1608: 1605: 1601: 1597: 1594: 1591: 1588: 1574: 1573: 1561: 1557: 1554: 1551: 1548: 1545: 1542: 1539: 1535: 1531: 1528: 1525: 1522: 1519: 1516: 1512: 1508: 1505: 1502: 1499: 1487:can be added: 1475: 1471: 1467: 1462: 1446:Main article: 1443: 1440: 1432: 1429: 1407: 1404: 1401: 1398: 1395: 1392: 1389: 1386: 1383: 1380: 1377: 1352: 1348: 1342: 1337: 1334: 1331: 1327: 1288: 1285: 1258: 1255: 1235: 1211: 1208: 1188: 1185: 1182: 1179: 1176: 1173: 1170: 1095:Multiplication 1093:Main article: 1090: 1087: 1028: 1025: 1022: 1019: 1016: 996: 976: 973: 970: 967: 964: 961: 958: 931:multiplication 917: 916: 914: 913: 906: 899: 891: 888: 887: 884: 883: 858: 845: 841: 836:anti-logarithm 833: 830: 821: 809: 806: 805: 798: 797: 772: 759: 731: 728: 727: 717: 716: 691: 678: 673: 652: 651: 634: 633: 630: 619: 616: 615: 612:Exponentiation 608: 607: 593: 580: 579: 569: 568: 558: 557: 554: 541: 528: 523: 496: 495: 472: 471: 468: 457: 454: 453: 446: 445: 418: 405: 400: 386: 376: 375: 365: 355: 354: 351: 340: 337: 336: 333:Multiplication 329: 328: 303: 290: 285: 271: 261: 260: 250: 240: 239: 236: 225: 222: 221: 214: 213: 188: 175: 170: 156: 146: 145: 135: 125: 124: 114: 104: 103: 93: 83: 82: 79: 68: 65: 64: 53: 52: 50: 49: 42: 35: 27: 15: 13: 10: 9: 6: 4: 3: 2: 5424: 5413: 5410: 5409: 5407: 5396: 5392: 5388: 5382: 5378: 5373: 5372: 5368: 5359: 5353: 5349: 5342: 5339: 5334: 5328: 5324: 5319: 5318: 5309: 5306: 5301: 5295: 5291: 5284: 5281: 5270: 5266: 5260: 5257: 5246: 5242: 5235: 5233: 5229: 5222: 5212: 5209: 5202: 5197: 5194: 5191: 5188: 5186: 5183: 5181: 5178: 5172: 5169: 5168: 5164: 5159: 5156: 5153: 5150:A function's 5149: 5148: 5144: 5139: 5135: 5131: 5128: 5124: 5120: 5117: 5113: 5110: 5109:fiber product 5106: 5105: 5104: 5102: 5098: 5090: 5088: 5086: 5082: 5078: 5071: 5067: 5063: 5062:smash product 5059: 5056: 5055:slant product 5052: 5048: 5044: 5040: 5038: 5034: 5030: 5028: 5024: 5022: 5018: 5016: 5012: 5009: 5005: 5003: 4999: 4995: 4991: 4987: 4984: 4980: 4979: 4978: 4976: 4968: 4966: 4964: 4960: 4956: 4952: 4948: 4944: 4940: 4939:empty product 4933:Empty product 4932: 4930: 4928: 4924: 4920: 4915: 4912: 4905: 4896: 4895:ordered pairs 4891: 4887: 4882: 4878: 4874: 4870: 4866: 4862: 4858: 4850: 4844: 4841: 4839: 4838:Outer product 4836: 4834: 4831: 4829: 4826: 4825: 4823: 4819: 4817: 4814: 4812: 4809: 4808: 4807: 4801: 4799: 4797: 4793: 4789: 4785: 4781: 4773: 4771: 4769: 4764: 4760: 4759:outer product 4752: 4749: 4747: 4744: 4743: 4742: 4739: 4737: 4733: 4729: 4725: 4721: 4702: 4697: 4693: 4689: 4686: 4680: 4675: 4671: 4667: 4664: 4658: 4652: 4646: 4640: 4634: 4631: 4625: 4622: 4619: 4613: 4610: 4607: 4600: 4599: 4598: 4596: 4592: 4586: 4578: 4576: 4573: 4559: 4553: 4550: 4547: 4544: 4541: 4516: 4513: 4510: 4500: 4494: 4491: 4488: 4467: 4463: 4460: 4457: 4454: 4447: 4446: 4445: 4429: 4426: 4423: 4413: 4407: 4386: 4382: 4379: 4357: 4354: 4351: 4341: 4335: 4314: 4310: 4307: 4282: 4278: 4274: 4271: 4268: 4263: 4259: 4252: 4220: 4216: 4212: 4209: 4206: 4201: 4197: 4190: 4175: 4154: 4150: 4146: 4143: 4140: 4135: 4131: 4124: 4109: 4101: 4083: 4080: 4077: 4067: 4061: 4058: 4055: 4052: 4049: 4046: 4043: 4040: 4037: 4034: 4031: 4026: 4020: 4017: 4014: 4010: 4006: 4001: 3998: 3995: 3991: 3985: 3980: 3977: 3974: 3970: 3965: 3960: 3957: 3954: 3951: 3944: 3943: 3942: 3923: 3920: 3917: 3907: 3902: 3899: 3896: 3893: 3890: 3887: 3884: 3881: 3878: 3875: 3872: 3862: 3859: 3856: 3852: 3845: 3842: 3820: 3817: 3814: 3804: 3799: 3796: 3793: 3790: 3787: 3784: 3781: 3778: 3775: 3772: 3769: 3759: 3756: 3753: 3749: 3742: 3739: 3732: 3731: 3730: 3726: 3718: 3716: 3713: 3711: 3700: 3693: 3687:, denoted by 3686: 3682: 3678: 3675:in which the 3659: 3641: 3627: 3624: 3621: 3614: 3613: 3612: 3595: 3590: 3571: 3567: 3561: 3554: 3550: 3542: 3535: 3531: 3525: 3521: 3515: 3496: 3492: 3486: 3479: 3475: 3468: 3464: 3461: 3447: 3444: 3441: 3434: 3433: 3432: 3430: 3426: 3422: 3418: 3414: 3410: 3405: 3403: 3399: 3392: 3388: 3384: 3377: 3373: 3369: 3365: 3358: 3336: 3331: 3312: 3308: 3302: 3295: 3291: 3285: 3281: 3276: 3259: 3255: 3250: 3246: 3242: 3238: 3232: 3213: 3209: 3204: 3200: 3197: 3183: 3176: 3175: 3174: 3157: 3149: 3144: 3140: 3136: 3131: 3127: 3120: 3117: 3114: 3109: 3105: 3101: 3096: 3092: 3085: 3077: 3073: 3066: 3061: 3057: 3053: 3045: 3041: 3034: 3029: 3025: 3021: 3013: 3009: 3003: 2999: 2995: 2990: 2986: 2980: 2976: 2969: 2962: 2961: 2960: 2959:, satisfying 2958: 2954: 2950: 2946: 2940: 2932: 2914: 2906: 2902: 2894: 2890: 2882: 2878: 2868: 2864: 2856: 2852: 2844: 2840: 2810: 2805: 2798: 2787: 2786: 2785: 2783: 2780: 2775: 2773: 2772:cross product 2767: 2766:Cross product 2759: 2741: 2737: 2730: 2726: 2720: 2715: 2712: 2709: 2705: 2701: 2697: 2691: 2687: 2681: 2677: 2671: 2666: 2663: 2660: 2656: 2651: 2647: 2643: 2637: 2633: 2627: 2623: 2617: 2612: 2609: 2606: 2602: 2597: 2589: 2588: 2587: 2585: 2569: 2540: 2534: 2528: 2520: 2517: 2514: 2508: 2502: 2499: 2496: 2487: 2484: 2477: 2476: 2475: 2472: 2456: 2453: 2450: 2445: 2439: 2428: 2423: 2409: 2406: 2403: 2400: 2397: 2377: 2374: 2371: 2368: 2365: 2334: 2331: 2328: 2325: 2322: 2315: 2314: 2313: 2311: 2305: 2297: 2295: 2281: 2275: 2272: 2257: 2251: 2243: 2241: 2239: 2235: 2234:outer product 2227: 2209: 2205: 2201: 2196: 2192: 2186: 2183: 2180: 2177: 2174: 2170: 2166: 2161: 2157: 2149: 2148: 2147: 2128: 2124: 2118: 2114: 2108: 2105: 2102: 2097: 2094: 2091: 2087: 2083: 2079: 2073: 2069: 2063: 2059: 2053: 2048: 2045: 2042: 2038: 2033: 2029: 2025: 2019: 2015: 2009: 2005: 1999: 1994: 1991: 1988: 1984: 1979: 1971: 1970: 1969: 1965: 1957: 1955: 1953: 1948: 1931: 1919: 1916: 1913: 1907: 1904: 1898: 1892: 1879: 1875: 1871: 1864: 1855: 1852: 1849: 1839: 1838: 1837: 1820: 1814: 1811: 1794: 1788: 1770: 1766: 1750: 1747: 1730: 1724: 1706: 1702: 1694: 1693: 1692: 1689: 1687: 1678: 1673: 1665: 1644: 1641: 1638: 1635: 1632: 1629: 1618: 1615: 1612: 1606: 1595: 1592: 1589: 1579: 1578: 1577: 1555: 1552: 1549: 1546: 1543: 1540: 1529: 1526: 1523: 1517: 1506: 1503: 1500: 1490: 1489: 1488: 1469: 1465: 1449: 1448:Residue class 1441: 1439: 1437: 1430: 1428: 1426: 1425:empty product 1421: 1405: 1402: 1399: 1396: 1393: 1390: 1387: 1384: 1381: 1378: 1375: 1350: 1346: 1340: 1335: 1332: 1329: 1325: 1315: 1304: 1300: 1294: 1286: 1284: 1282: 1278: 1274: 1269: 1256: 1253: 1233: 1225: 1209: 1206: 1186: 1183: 1180: 1177: 1174: 1171: 1168: 1161: 1157: 1153: 1149: 1145: 1141: 1137: 1132: 1130: 1126: 1125:prime numbers 1122: 1118: 1102: 1096: 1088: 1086: 1084: 1079: 1077: 1073: 1069: 1065: 1064: 1059: 1055: 1050: 1048: 1047: 1042: 1023: 1020: 1017: 994: 971: 968: 965: 959: 956: 948: 944: 940: 936: 932: 928: 924: 912: 907: 905: 900: 898: 893: 892: 890: 889: 859: 843: 828: 819: 810: 807: 803: 799: 773: 757: 732: 729: 725: 723: 718: 692: 676: 671: 620: 617: 613: 609: 606: 552: 542: 526: 521: 458: 455: 451: 447: 444: 419: 403: 398: 384: 363: 341: 338: 334: 330: 304: 288: 283: 269: 248: 226: 223: 219: 215: 189: 173: 168: 154: 133: 112: 91: 69: 66: 62: 58: 55: 54: 48: 43: 41: 36: 34: 29: 28: 25: 21: 20: 5376: 5369:Bibliography 5347: 5341: 5316: 5308: 5289: 5283: 5272:. Retrieved 5268: 5259: 5248:. Retrieved 5244: 5211: 5127:model theory 5123:ultraproduct 5111:or pullback, 5094: 5074: 5033:Wick product 5008:free product 4998:knit product 4972: 4936: 4916: 4910: 4903: 4889: 4885: 4880: 4876: 4872: 4854: 4805: 4777: 4756: 4740: 4735: 4731: 4723: 4719: 4717: 4594: 4590: 4588: 4574: 4533: 4105: 3940: 3728: 3714: 3702: 3695: 3688: 3684: 3680: 3676: 3674: 3610: 3428: 3424: 3420: 3416: 3412: 3408: 3406: 3404:is applied. 3394: 3390: 3385:denotes the 3379: 3375: 3371: 3360: 3353: 3351: 3172: 2956: 2952: 2948: 2944: 2942: 2776: 2769: 2561: 2473: 2424: 2357: 2307: 2259: 2231: 2145: 1967: 1949: 1946: 1835: 1690: 1683: 1575: 1451: 1434: 1422: 1296: 1276: 1270: 1223: 1222:denotes the 1155: 1144:coefficients 1133: 1098: 1080: 1061: 1051: 1044: 946: 941:(numbers or 926: 920: 721: 420: 390:multiplicand 4873:product set 4728:dual spaces 4726:denote the 3366:denote the 2782:determinant 2584:dot product 2429:by letting 1686:convolution 1672:Convolution 1666:Convolution 1281:dot product 923:mathematics 510:denominator 218:Subtraction 5357:0387316094 5332:0080874398 5274:2020-08-16 5250:2020-08-16 5223:References 4955:set theory 4857:set theory 4108:dimensions 1950:Under the 1291:See also: 1148:parameters 935:expression 380:multiplier 314:difference 275:subtrahend 5241:"Product" 5066:wedge sum 5010:of groups 4977:include: 4947:empty sum 4698:∗ 4690:∈ 4684:∀ 4676:∗ 4668:∈ 4662:∀ 4611:⊗ 4557:→ 4545:∘ 4514:× 4501:∈ 4492:∘ 4458:⋅ 4427:× 4414:∈ 4355:× 4342:∈ 4272:… 4210:… 4144:… 4081:× 4068:∈ 4059:… 4041:… 4007:⋅ 3971:∑ 3955:⋅ 3921:× 3908:∈ 3900:… 3882:… 3818:× 3805:∈ 3797:… 3779:… 3625:∘ 3445:∘ 3387:component 3352:in which 3150:∈ 3124:∀ 3115:∈ 3089:∀ 2799:× 2738:β 2727:α 2706:∑ 2678:β 2657:∑ 2648:⋅ 2624:α 2603:∑ 2544:‖ 2538:‖ 2535:⋅ 2532:‖ 2526:‖ 2518:⋅ 2491:∠ 2488:⁡ 2454:⋅ 2443:‖ 2437:‖ 2407:∈ 2369:⋅ 2338:→ 2332:× 2323:⋅ 2279:→ 2273:× 2202:⋅ 2171:∑ 2088:∑ 2039:∑ 2030:⋅ 1985:∑ 1932:τ 1920:τ 1917:− 1905:⋅ 1899:τ 1888:∞ 1883:∞ 1880:− 1876:∫ 1853:∗ 1818:∞ 1779:∞ 1774:∞ 1771:− 1767:∫ 1754:∞ 1715:∞ 1710:∞ 1707:− 1703:∫ 1636:⋅ 1607:⋅ 1403:⋅ 1397:⋅ 1391:⋅ 1385:⋅ 1379:⋅ 1326:∏ 1314:summation 1199:the term 1140:variables 960:⋅ 943:variables 869:logarithm 829:⁡ 802:Logarithm 503:numerator 385:× 364:× 270:− 249:− 5406:Category 5165:See also 5070:homotopy 2401:≠ 2390:for all 1277:products 1156:products 1152:unknowns 1068:matrices 1046:multiple 933:, or an 745:radicand 644:exponent 573:quotient 562:fraction 479:dividend 450:Division 61:Addition 5395:8210342 5101:objects 4985:of sets 4900:β€”where 4822:tensors 4780:objects 4176:of U, 1418:⁠ 1368:⁠ 1224:product 1101:numbers 1058:complex 1041:integer 947:factors 939:objects 927:product 724:th root 486:divisor 430:product 265:minuend 118:summand 108:summand 5393:  5383:  5354:  5329:  5296:  5051:Massey 4898:(a, b) 4718:where 3701:, and 3679:-row, 3400:, and 3378:, and 2779:formal 1115:. The 751:degree 369:factor 359:factor 160:addend 150:augend 139:addend 129:addend 5203:Notes 5136:of a 5125:, in 5079:in a 4951:logic 4863:is a 4792:class 4786:of a 4174:basis 4172:be a 3694:, is 3368:bases 2146:with 1129:up to 804:(log) 702:power 662:power 584:ratio 5391:OCLC 5381:ISBN 5352:ISBN 5327:ISBN 5294:ISBN 5132:the 5121:the 5114:the 5107:the 5064:and 5060:the 5053:and 5041:the 5031:the 5025:the 5019:the 5013:the 5006:the 5000:and 4988:the 4981:the 4961:and 4937:The 4919:type 4909:b ∈ 4907:and 4902:a ∈ 4879:and 4871:(or 4859:, a 4796:type 4761:and 4734:and 4722:and 4593:and 3835:and 3423:map 3411:map 3374:and 3359:and 2951:and 2770:The 2427:norm 2375:> 1815:< 1751:< 1146:and 1138:and 1111:and 1054:real 1007:and 925:, a 824:base 783:root 657:base 639:base 254:term 244:term 97:term 87:term 5323:200 5047:cup 5043:cap 5035:of 4869:set 4855:In 4730:of 3427:to 3415:to 3393:on 3389:of 3370:of 2562:In 2485:cos 1760:and 1691:If 1312:as 1056:or 921:In 820:log 726:(√) 614:(^) 452:(Γ·) 335:(Γ—) 220:(βˆ’) 199:sum 63:(+) 5408:: 5389:. 5325:. 5267:. 5243:. 5231:^ 5087:. 5049:, 5045:, 4996:, 4965:. 4957:, 4953:, 4914:. 4888:Γ— 4824:: 4738:. 4572:. 3712:. 3707:=g 3705:ij 3691:ij 2784:: 2471:. 2446::= 2422:. 2308:A 2294:. 2236:, 1872::= 1688:. 1420:. 1406:36 1400:25 1394:16 1303:pi 1105:15 1085:. 1049:. 5397:. 5360:. 5335:. 5302:. 5277:. 5253:. 5129:. 4911:B 4904:A 4890:B 4886:A 4881:B 4877:A 4753:. 4736:W 4732:V 4724:W 4720:V 4703:, 4694:W 4687:w 4681:, 4672:V 4665:v 4659:, 4656:) 4653:w 4650:( 4647:W 4644:) 4641:v 4638:( 4635:V 4632:= 4629:) 4626:m 4623:, 4620:v 4617:( 4614:W 4608:V 4595:W 4591:V 4560:W 4554:U 4551:: 4548:f 4542:g 4517:t 4511:s 4506:R 4498:) 4495:f 4489:g 4486:( 4480:U 4473:W 4468:M 4464:= 4461:A 4455:B 4430:t 4424:r 4419:R 4411:) 4408:g 4405:( 4399:V 4392:W 4387:M 4383:= 4380:B 4358:r 4352:s 4347:R 4339:) 4336:f 4333:( 4327:U 4320:V 4315:M 4311:= 4308:A 4288:} 4283:t 4279:w 4275:, 4269:, 4264:1 4260:w 4256:{ 4253:= 4248:W 4226:} 4221:s 4217:v 4213:, 4207:, 4202:1 4198:v 4194:{ 4191:= 4186:V 4160:} 4155:r 4151:u 4147:, 4141:, 4136:1 4132:u 4128:{ 4125:= 4120:U 4084:t 4078:s 4073:R 4062:t 4056:1 4053:= 4050:k 4047:; 4044:s 4038:1 4035:= 4032:i 4027:) 4021:k 4018:, 4015:j 4011:b 4002:j 3999:, 3996:i 3992:a 3986:r 3981:1 3978:= 3975:j 3966:( 3961:= 3958:A 3952:B 3924:t 3918:r 3913:R 3903:t 3897:1 3894:= 3891:k 3888:; 3885:r 3879:1 3876:= 3873:j 3869:) 3863:k 3860:, 3857:j 3853:b 3849:( 3846:= 3843:B 3821:r 3815:s 3810:R 3800:r 3794:1 3791:= 3788:j 3785:; 3782:s 3776:1 3773:= 3770:i 3766:) 3760:j 3757:, 3754:i 3750:a 3746:( 3743:= 3740:A 3709:i 3703:G 3698:i 3696:f 3689:F 3685:F 3681:j 3677:i 3660:, 3656:v 3651:F 3646:G 3642:= 3639:) 3635:v 3631:( 3628:f 3622:g 3596:. 3591:k 3584:U 3580:b 3572:i 3568:v 3562:j 3555:i 3551:f 3543:k 3536:j 3532:g 3526:= 3522:) 3516:j 3509:W 3505:b 3497:i 3493:v 3487:j 3480:i 3476:f 3469:( 3465:g 3462:= 3459:) 3455:v 3451:( 3448:f 3442:g 3429:U 3425:W 3421:g 3417:W 3413:V 3409:f 3397:V 3395:b 3391:v 3382:i 3380:v 3376:W 3372:V 3363:W 3361:b 3356:V 3354:b 3337:, 3332:j 3325:W 3321:b 3313:i 3309:v 3303:j 3296:i 3292:f 3286:= 3282:) 3277:i 3270:V 3266:b 3260:( 3256:f 3251:i 3247:v 3243:= 3239:) 3233:i 3226:V 3222:b 3214:i 3210:v 3205:( 3201:f 3198:= 3195:) 3191:v 3187:( 3184:f 3158:. 3154:F 3145:2 3141:t 3137:, 3132:1 3128:t 3121:, 3118:V 3110:2 3106:x 3102:, 3097:1 3093:x 3086:, 3083:) 3078:2 3074:x 3070:( 3067:f 3062:2 3058:t 3054:+ 3051:) 3046:1 3042:x 3038:( 3035:f 3030:1 3026:t 3022:= 3019:) 3014:2 3010:x 3004:2 3000:t 2996:+ 2991:1 2987:x 2981:1 2977:t 2973:( 2970:f 2957:F 2953:W 2949:V 2945:f 2915:| 2907:3 2903:v 2895:2 2891:v 2883:1 2879:v 2869:3 2865:u 2857:2 2853:u 2845:1 2841:u 2832:k 2825:j 2818:i 2811:| 2806:= 2802:v 2796:u 2742:i 2731:i 2721:n 2716:1 2713:= 2710:i 2702:= 2698:) 2692:i 2688:e 2682:i 2672:n 2667:1 2664:= 2661:i 2652:( 2644:) 2638:i 2634:e 2628:i 2618:n 2613:1 2610:= 2607:i 2598:( 2570:n 2541:w 2529:v 2521:w 2515:v 2509:= 2506:) 2503:w 2500:, 2497:v 2494:( 2457:v 2451:v 2440:v 2410:V 2404:v 2398:0 2378:0 2372:v 2366:v 2342:R 2335:V 2329:V 2326:: 2282:V 2276:V 2269:R 2210:j 2206:b 2197:i 2193:a 2187:k 2184:= 2181:j 2178:+ 2175:i 2167:= 2162:k 2158:c 2129:k 2125:X 2119:k 2115:c 2109:m 2106:+ 2103:n 2098:0 2095:= 2092:k 2084:= 2080:) 2074:j 2070:X 2064:j 2060:b 2054:m 2049:0 2046:= 2043:j 2034:( 2026:) 2020:i 2016:X 2010:i 2006:a 2000:n 1995:0 1992:= 1989:i 1980:( 1928:d 1923:) 1914:t 1911:( 1908:g 1902:) 1896:( 1893:f 1868:) 1865:t 1862:( 1859:) 1856:g 1850:f 1847:( 1821:, 1812:t 1808:d 1802:| 1798:) 1795:t 1792:( 1789:g 1785:| 1748:t 1744:d 1738:| 1734:) 1731:t 1728:( 1725:f 1721:| 1649:Z 1645:N 1642:+ 1639:b 1633:a 1630:= 1627:) 1623:Z 1619:N 1616:+ 1613:b 1610:( 1604:) 1600:Z 1596:N 1593:+ 1590:a 1587:( 1560:Z 1556:N 1553:+ 1550:b 1547:+ 1544:a 1541:= 1538:) 1534:Z 1530:N 1527:+ 1524:b 1521:( 1518:+ 1515:) 1511:Z 1507:N 1504:+ 1501:a 1498:( 1474:Z 1470:N 1466:/ 1461:Z 1388:9 1382:4 1376:1 1351:2 1347:i 1341:6 1336:1 1333:= 1330:i 1310:Ξ£ 1306:Ξ  1257:. 1254:x 1234:a 1210:x 1207:a 1187:, 1184:0 1181:= 1178:b 1175:+ 1172:x 1169:a 1113:5 1109:3 1027:) 1024:x 1021:+ 1018:2 1015:( 995:x 975:) 972:x 969:+ 966:2 963:( 957:x 910:e 903:t 896:v 844:= 840:) 832:( 758:= 722:n 677:= 672:} 553:{ 527:= 522:} 404:= 399:} 289:= 284:} 174:= 169:} 155:+ 134:+ 113:+ 92:+ 46:e 39:t 32:v

Index

Arithmetic operations
v
t
e
Addition
Subtraction
Multiplication
product {\displaystyle \scriptstyle {\text{product}}}
Division
{ fraction quotient ratio {\displaystyle \scriptstyle \left\{{\begin{matrix}\scriptstyle {\text{fraction}}\\\scriptstyle {\text{quotient}}\\\scriptstyle {\text{ratio}}\end{matrix}}\right.}
Exponentiation
nth root
Logarithm
v
t
e
mathematics
multiplication
expression
objects
variables
integer
multiple
real
complex
commutative law
matrices
associative algebras
Matrix multiplication
algebraic structures

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