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Risch algorithm

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2518: 2504: 1968: 1639: 1069:, as he showed that the indefinite integral of a rational function is a rational function and a finite number of constant multiples of logarithms of rational functions . The algorithm suggested by Laplace is usually described in calculus textbooks; as a computer program, it was finally implemented in the 1960s. 1513: 2171: 2491:
matrix algorithm (or any algorithm that can compute the nullspace of a matrix), which is also necessary for many parts of the Risch algorithm. Gaussian elimination will produce incorrect results if it cannot correctly determine if a pivot is identically zero.
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as an indefinite integral, and if it does, for determining that indefinite integral. However, the algorithm does not always succeed in identifying whether or not the antiderivative of a given function in fact can be expressed in terms of elementary functions.
2439:; this algorithm will fail if it cannot correctly determine whether coefficients vanish identically. Virtually every non-trivial algorithm relating to polynomials uses the polynomial division algorithm, the Risch algorithm included. If the constant field is 1342: 1963:{\displaystyle {\begin{aligned}F(x)=-{\frac {1}{8}}\ln &\,{\Big (}(x^{6}+15x^{4}-80x^{3}+27x^{2}-528x+781){\sqrt {x^{4}+10x^{2}-96x-71}}{\Big .}\\&{}-{\Big .}(x^{8}+20x^{6}-128x^{5}+54x^{4}-1408x^{3}+3124x^{2}+10001){\Big )}+C.\end{aligned}}} 2400:, by Manuel Bronstein, and is now being developed in Axiom's fork, FriCAS. However, the implementation did not include some of the branches for special cases completely. Currently, there is no known full implementation of the Risch algorithm. 2346: 1359: 1628: 1199: 120: 1644: 2351:
Some Davenport "theorems" are still being clarified. For example in 2020 a counterexample to such a "theorem" was found, where it turns out that an elementary antiderivative exists after all.
2010: 2222: 1238: 1989:), which are outside the scope of the Risch algorithm. For example, Mathematica returns a result with the functions EllipticPi and EllipticF. This integral was solved by 2234: 2359:
Transforming Risch's theoretical algorithm into an algorithm that can be effectively executed by a computer was a complex task which took a long time.
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Finding an elementary antiderivative is very sensitive to details. For instance, the following algebraic function (posted to sci.math.symbolic by
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The case of the purely transcendental functions (which do not involve roots of polynomials) is relatively easy and was implemented early in most
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The intuition for the Risch algorithm comes from the behavior of the exponential and logarithm functions under differentiation. For the function
2874: 1508:{\displaystyle \left(f\cdot (\ln g)^{n}\right)^{\prime }=f^{\prime }\left(\ln g\right)^{n}+nf{\frac {g^{\prime }}{g}}\left(\ln g\right)^{n-1}} 3133: 2551: 2449:, the problem of zero-equivalence is decidable, then the Risch algorithm is a complete algorithm. Examples of computable constant fields are 1057:. These are functions obtained by composing exponentials, logarithms, radicals, trigonometric functions, and the four arithmetic operations ( 1075:
formulated the problem that is solved by the Risch algorithm. Liouville proved by analytical means that if there is an elementary solution
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Some significant progress has been made in computing the logarithmic part of a mixed transcendental-algebraic integral by Brian L. Miller.
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But if the constant term 71 is changed to 72, it is not possible to represent the antiderivative in terms of elementary functions, as
1548: 3499: 3404: 3009: 1127: 2754: 3409: 3384: 482: 457: 3482: 3234: 2166:{\displaystyle f(x)={\frac {x^{2}+2x+1+(3x+1){\sqrt {x+\ln x}}}{x\,{\sqrt {x+\ln x}}\left(x+{\sqrt {x+\ln x}}\right)}}.} 3314: 1039: 958: 521: 2730:(in French). University of California Berkeley. St. Petersbourg, Commissionaires de l'Academie imperiale des sciences. 39: 3477: 3399: 3051: 3001: 2981: 477: 195: 2663: 3414: 3379: 2378: 462: 3394: 3065: 2931: 2531: 2397: 798: 472: 447: 129: 2228:
can solve it while FriCAS fails with "implementation incomplete (constant residues)" error in Risch algorithm):
3329: 3289: 3614: 3389: 3160: 2849: 2616: 2436: 1535: 1337:{\displaystyle \left(f\cdot e^{g}\right)^{\prime }=\left(f^{\prime }+f\cdot g^{\prime }\right)\cdot e^{g},\,} 580: 527: 408: 2179: 2176:
In fact, the antiderivative of this function has a fairly short form that can be found using substitution
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were in the result of an indefinite integration, it should be expected to be inside the integral. Also, as
234: 206: 3568: 317: 3553: 3352: 2955: 2509: 2416:), in particular in the constant field. For expressions that involve only functions commonly taken to be 1542:
since version 13 shows (however, Mathematica does not use the Risch algorithm to compute this integral):
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Risch developed a method that allows one to consider only a finite set of functions of Liouville's form.
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because it needs to check, as a part of its operation, if certain expressions are equivalent to zero (
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were in the result of an integration, then only a few powers of the logarithm should be expected.
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The general case was solved and almost fully implemented in Scratchpad, a precursor of
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The Risch algorithm applied to general elementary functions is not an algorithm but a
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to the list of elementary functions, it is known that no such algorithm exists; see
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it is not known whether an algorithm performing such a check exists or not (current
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is a simpler, faster, but less powerful variant that was developed in 1976 by
3598: 3548: 2790: 2702: 783: 547: 297: 254: 2595:"On the integration of elementary functions: Computing the logarithmic part" 3294: 3021: 2725: 537: 282: 2963:
ISSAC'98, Rostock (August 1998) and Differential Algebra Workshop, Rutgers
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The complete description of the Risch algorithm takes over 100 pages. The
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The following is a more complex example that involves both algebraic and
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The case of purely algebraic functions was solved and implemented in
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Bronstein, Manuel (1990). "Integration of elementary functions".
2371: 1026:, because it is a method for deciding whether a function has an 2655: 1974: 1623:{\displaystyle f(x)={\frac {x}{\sqrt {x^{4}+10x^{2}-96x-71}}},} 3030:. Boston, MA: Kluwer Academic Publishers. pp. xxii+585. 2225: 991:, a specialist in computer algebra who developed it in 1968. 3212: 3129:"The solution of the problem of integration in finite terms" 3158:
Rosenlicht, Maxwell (1972). "Integration in finite terms".
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with rational number coefficients, respectively, where
1194:{\displaystyle g=v+\sum _{i<n}\alpha _{i}\ln(u_{i})} 2850:"Manuel Bronstein on Axiom's Integration Capabilities" 2237: 2182: 2013: 1642: 1551: 1362: 1241: 1130: 42: 2499: 3168:(9). Mathematical Association of America: 963–972. 3063:Moses, Joel (2012). "Macsyma: A personal history". 2654:This example was posted by Manuel Bronstein to the 2466:, i.e., rational numbers and rational functions in 979:is a method of indefinite integration used in some 3020: 2580: 2340: 2216: 2165: 1962: 1622: 1507: 1336: 1193: 114: 3095:Transactions of the American Mathematical Society 2901:"Mathematica 7 Documentation: PolynomialQuotient" 2753:Masser, David; Zannier, Umberto (December 2020). 1942: 1685: 3596: 115:{\displaystyle \int _{a}^{b}f'(t)\,dt=f(b)-f(a)} 2679:"Sur la mĂŠthode d'intĂŠgration de M. TchĂŠbychef" 987:. It is named after the American mathematician 2723: 1981:may here return an antiderivative in terms of 1538:in 1993) has an elementary antiderivative, as 3228: 3134:Bulletin of the American Mathematical Society 3024:; Czapor, Stephen R.; Labahn, George (1992). 2752: 2374:soon after the publication of Risch's paper. 952: 3090:"The problem of integration in finite terms" 2478:is an indeterminate that does not depend on 2617:"A Christmas present for your favorite CAS" 2424:use heuristics); moreover, if one adds the 3235: 3221: 3157: 3102:. American Mathematical Society: 167–189. 2676: 2552:Liouville's theorem (differential algebra) 959: 945: 18:Method for evaluating indefinite integrals 3146: 3107: 2998:On the integration of algebraic functions 2992: 2971: 2953: 2928: 2847: 2835: 2823: 2780: 2770: 2740: 2102: 1682: 1333: 1053:The Risch algorithm is used to integrate 75: 3500:Common integrals in quantum field theory 2435:Note that this issue also arises in the 3410:Differentiation under the integral sign 2848:Bronstein, Manuel (September 5, 2003). 2366:. The first implementation was done by 483:Differentiating under the integral sign 3597: 2592: 2443:, i.e., for elements not dependent on 1121:such that the solution is of the form 3216: 3196: 3126: 3087: 3062: 2811: 2614: 2217:{\displaystyle u=x+{\sqrt {x+\ln x}}} 2672: 2670: 1065:solved this problem for the case of 2677:Zolotareff, G. (December 1, 1872). 1529: 13: 2615:Cohen, Henri (December 21, 1993). 1463: 1416: 1403: 1307: 1288: 1270: 24:Part of a series of articles about 14: 3626: 3189: 3002:Lecture Notes in Computer Science 2667: 2354: 2581:Geddes, Czapor & Labahn 1992 2516: 2502: 3148:10.1090/S0002-9904-1970-12454-5 3066:Journal of Symbolic Computation 3027:Algorithms for computer algebra 2956:"Symbolic Integration Tutorial" 2932:Journal of Symbolic Computation 2893: 2867: 2841: 2829: 2817: 2805: 2532:Axiom (computer algebra system) 2403: 2746: 2734: 2724:Chebyshev, P. L. (1899–1907). 2717: 2648: 2623: 2608: 2586: 2574: 2247: 2241: 2075: 2060: 2023: 2017: 1937: 1838: 1766: 1690: 1656: 1650: 1561: 1555: 1388: 1375: 1188: 1175: 1048: 109: 103: 94: 88: 72: 66: 1: 3242: 3161:American Mathematical Monthly 2945:10.1016/s0747-7171(08)80027-2 2922: 2593:Miller, Brian L. (May 2012). 2487:This is also an issue in the 2437:polynomial division algorithm 409:Integral of inverse functions 2772:10.4310/ACTA.2020.v225.n2.a2 7: 3315:Lebesgue–Stieltjes integral 3004:. Vol. 102. Springer. 2510:Computer programming portal 2495: 1091:then there exist constants 832:Calculus on Euclidean space 250:Logarithmic differentiation 10: 3631: 3330:Riemann–Stieltjes integral 3290:Henstock–Kurzweil integral 2972:Bronstein, Manuel (2005). 2954:Bronstein, Manuel (1998). 2727:Oeuvres de P.L. Tchebychef 1115:in the field generated by 998:transforms the problem of 3569:Proof that 22/7 exceeds π 3541: 3508: 3455: 3343: 3250: 3079:10.1016/j.jsc.2010.08.018 2542:Incomplete gamma function 566:Summand limit (term test) 2905:Section: Possible Issues 2660:comp.soft-sys.math.maple 2567: 2422:computer algebra systems 2364:computer algebra systems 2002:transcendental functions 1979:computer algebra systems 1230:differentiable functions 981:computer algebra systems 245:Implicit differentiation 235:Differentiation notation 162:Inverse function theorem 3554:Euler–Maclaurin formula 2426:absolute value function 2389:or other non-quadratic 708:Helmholtz decomposition 3523:Russo–Vallois integral 3490:Bose–Einstein integral 3405:Parametric derivatives 2974:Symbolic Integration I 2557:Nonelementary integral 2537:Closed-form expression 2342: 2218: 2167: 1964: 1624: 1509: 1338: 1195: 1036:Risch–Norman algorithm 842:Limit of distributions 662:Directional derivative 318:FaĂ  di Bruno's formula 116: 3528:Stratonovich integral 3474:Fermi–Dirac integral 3430:Numerical integration 3127:Risch, R. H. (1970). 3088:Risch, R. H. (1969). 2683:Mathematische Annalen 2662:on November 24, 2000. 2343: 2219: 2168: 1965: 1625: 1510: 1339: 1196: 1020:exponential functions 926:Mathematical analysis 837:Generalized functions 522:arithmetico-geometric 363:Leibniz integral rule 117: 3615:Differential algebra 3510:Stochastic integrals 2562:Symbolic integration 2489:Gaussian elimination 2430:Richardson's theorem 2235: 2180: 2011: 1640: 1549: 1360: 1239: 1128: 1055:elementary functions 1022:. Risch called it a 973:symbolic computation 931:Nonstandard analysis 399:Lebesgue integration 269:Rules and identities 40: 3420:Contour integration 3310:Kolmogorov integral 3036:1992afca.book.....G 2994:Davenport, James H. 2393:between variables. 2391:algebraic relations 1540:Wolfram Mathematica 1028:elementary function 602:Cauchy condensation 404:Contour integration 130:Fundamental theorem 57: 3533:Skorokhod integral 3470:Dirichlet integral 3457:Improper integrals 3400:Reduction formulas 3335:Regulated integral 3300:Hellinger integral 3197:Bhatt, Bhuvanesh. 2881:. October 15, 2020 2695:10.1007/BF01442910 2547:Lists of integrals 2524:Mathematics portal 2383:James H. Davenport 2338: 2214: 2163: 1987:elliptic integrals 1960: 1958: 1620: 1505: 1334: 1191: 1158: 1067:rational functions 1024:decision procedure 1008:rational functions 1002:into a problem in 989:Robert Henry Risch 774:Partial derivative 703:generalized Stokes 597:Alternating series 478:Reduction formulae 467:Heaviside's method 448:tangent half-angle 435:Cylindrical shells 358:Integral transform 353:Lists of integrals 157:Mean value theorem 112: 43: 3610:Integral calculus 3592: 3591: 3495:Frullani integral 3465:Gaussian integral 3415:Laplace transform 3390:Inverse functions 3380:Partial fractions 3305:Khinchin integral 3265:Lebesgue integral 3199:"Risch Algorithm" 3011:978-3-540-10290-8 2854:groups.google.com 2317: 2278: 2212: 2158: 2150: 2120: 2095: 1977:also shows. Some 1812: 1673: 1615: 1614: 1471: 1143: 969: 968: 849: 848: 811: 810: 779:Multiple integral 715: 714: 619: 618: 586:Direct comparison 557:Convergence tests 495: 494: 463:Partial fractions 330: 329: 240:Second derivative 3622: 3605:Computer algebra 3440:Trapezoidal rule 3425:Laplace's method 3325:Pfeffer integral 3285:Darboux integral 3280:Daniell integral 3275:Bochner integral 3270:Burkill integral 3260:Riemann integral 3237: 3230: 3223: 3214: 3213: 3209: 3208: 3185: 3152: 3150: 3121: 3111: 3082: 3057: 3022:Geddes, Keith O. 3015: 2987: 2966: 2960: 2948: 2916: 2915: 2913: 2911: 2897: 2891: 2890: 2888: 2886: 2871: 2865: 2864: 2862: 2860: 2845: 2839: 2833: 2827: 2821: 2815: 2809: 2803: 2802: 2784: 2774: 2759:Acta Mathematica 2750: 2744: 2738: 2732: 2731: 2721: 2715: 2714: 2674: 2665: 2652: 2646: 2645: 2643: 2641: 2627: 2621: 2620: 2612: 2606: 2605: 2603: 2601: 2590: 2584: 2578: 2526: 2521: 2520: 2512: 2507: 2506: 2483: 2477: 2471: 2465: 2454: 2448: 2414:constant problem 2347: 2345: 2344: 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822: 789:Surface integral 732: 731: 728: 636: 635: 632: 592:Limit comparison 512: 511: 508: 394:Riemann integral 347: 346: 343: 303:L'HĂ´pital's rule 260:Taylor's theorem 181: 180: 177: 121: 119: 118: 113: 65: 56: 51: 21: 20: 3630: 3629: 3625: 3624: 3623: 3621: 3620: 3619: 3595: 3594: 3593: 3588: 3564:Integration Bee 3537: 3504: 3451: 3447:Risch algorithm 3385:Euler's formula 3345: 3339: 3320:Pettis integral 3252: 3246: 3241: 3192: 3174:10.2307/2318066 3109:10.2307/1995313 3054: 3044:10.1007/b102438 3012: 2984: 2958: 2925: 2920: 2919: 2909: 2907: 2899: 2898: 2894: 2884: 2882: 2873: 2872: 2868: 2858: 2856: 2846: 2842: 2834: 2830: 2822: 2818: 2810: 2806: 2751: 2747: 2739: 2735: 2722: 2718: 2675: 2668: 2653: 2649: 2639: 2637: 2631:"Wolfram Cloud" 2629: 2628: 2624: 2613: 2609: 2599: 2597: 2591: 2587: 2579: 2575: 2570: 2522: 2515: 2508: 2501: 2498: 2479: 2473: 2467: 2456: 2450: 2444: 2406: 2357: 2300: 2293: 2289: 2261: 2260: 2256: 2236: 2233: 2232: 2195: 2181: 2178: 2177: 2133: 2126: 2122: 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458:Euler's formula 344: 339: 332: 331: 313:General Leibniz 196:generalizations 178: 173: 166: 152:Rolle's theorem 147: 122: 58: 52: 47: 41: 38: 37: 19: 12: 11: 5: 3628: 3618: 3617: 3612: 3607: 3590: 3589: 3587: 3586: 3585: 3584: 3579: 3571: 3566: 3561: 3559:Gabriel's horn 3556: 3551: 3545: 3543: 3539: 3538: 3536: 3535: 3530: 3525: 3520: 3514: 3512: 3506: 3505: 3503: 3502: 3497: 3492: 3487: 3486: 3485: 3480: 3472: 3467: 3461: 3459: 3453: 3452: 3450: 3449: 3444: 3443: 3442: 3437: 3435:Simpson's rule 3427: 3422: 3417: 3412: 3407: 3402: 3397: 3395:Changing order 3392: 3387: 3382: 3377: 3372: 3371: 3370: 3365: 3360: 3349: 3347: 3341: 3340: 3338: 3337: 3332: 3327: 3322: 3317: 3312: 3307: 3302: 3297: 3292: 3287: 3282: 3277: 3272: 3267: 3262: 3256: 3254: 3248: 3247: 3240: 3239: 3232: 3225: 3217: 3211: 3210: 3191: 3190:External links 3188: 3187: 3186: 3154: 3153: 3141:(3): 605–608. 3123: 3122: 3084: 3083: 3073:(2): 123–130. 3059: 3058: 3052: 3017: 3016: 3010: 2989: 2988: 2982: 2968: 2967: 2950: 2949: 2939:(2): 117–173. 2924: 2921: 2918: 2917: 2892: 2866: 2840: 2836:Bronstein 1990 2828: 2824:Davenport 1981 2816: 2804: 2765:(2): 227–312. 2745: 2741:Bronstein 1998 2733: 2716: 2689:(4): 560–580. 2666: 2647: 2622: 2607: 2585: 2572: 2571: 2569: 2566: 2565: 2564: 2559: 2554: 2549: 2544: 2539: 2534: 2528: 2527: 2513: 2497: 2494: 2410:semi-algorithm 2405: 2402: 2356: 2355:Implementation 2353: 2349: 2348: 2337: 2334: 2331: 2327: 2322: 2316: 2313: 2310: 2307: 2304: 2299: 2296: 2292: 2288: 2285: 2282: 2277: 2274: 2271: 2268: 2265: 2259: 2255: 2252: 2249: 2246: 2243: 2240: 2211: 2208: 2205: 2202: 2199: 2194: 2191: 2188: 2185: 2174: 2173: 2162: 2155: 2149: 2146: 2143: 2140: 2137: 2132: 2129: 2125: 2119: 2116: 2113: 2110: 2107: 2101: 2094: 2091: 2088: 2085: 2082: 2077: 2074: 2071: 2068: 2065: 2062: 2059: 2056: 2053: 2050: 2047: 2044: 2039: 2035: 2028: 2025: 2022: 2019: 2016: 1983:non-elementary 1971: 1970: 1955: 1952: 1949: 1944: 1939: 1936: 1933: 1928: 1924: 1920: 1917: 1912: 1908: 1904: 1901: 1896: 1892: 1888: 1885: 1880: 1876: 1872: 1869: 1864: 1860: 1856: 1853: 1848: 1844: 1840: 1835: 1831: 1826: 1824: 1822: 1817: 1811: 1808: 1805: 1802: 1799: 1794: 1790: 1786: 1783: 1778: 1774: 1768: 1765: 1762: 1759: 1756: 1753: 1748: 1744: 1740: 1737: 1732: 1728: 1724: 1721: 1716: 1712: 1708: 1705: 1700: 1696: 1692: 1687: 1681: 1679: 1677: 1672: 1669: 1664: 1661: 1658: 1655: 1652: 1649: 1646: 1645: 1631: 1630: 1619: 1613: 1610: 1607: 1604: 1601: 1596: 1592: 1588: 1585: 1580: 1576: 1571: 1566: 1563: 1560: 1557: 1554: 1531: 1528: 1516: 1515: 1502: 1499: 1496: 1491: 1487: 1484: 1481: 1477: 1470: 1465: 1461: 1455: 1452: 1449: 1444: 1439: 1435: 1432: 1429: 1425: 1418: 1414: 1410: 1405: 1400: 1394: 1390: 1386: 1383: 1380: 1377: 1374: 1371: 1367: 1345: 1344: 1332: 1327: 1323: 1319: 1315: 1309: 1305: 1301: 1298: 1295: 1290: 1286: 1281: 1277: 1272: 1267: 1261: 1257: 1253: 1250: 1246: 1202: 1201: 1190: 1185: 1181: 1177: 1174: 1171: 1166: 1162: 1156: 1153: 1150: 1146: 1142: 1139: 1136: 1133: 1104: 1100:and functions 1095: 1050: 1047: 967: 966: 964: 963: 956: 949: 941: 938: 937: 934: 933: 928: 923: 918: 916:List of topics 913: 908: 903: 897: 892: 891: 888: 887: 884: 883: 878: 873: 868: 862: 857: 856: 853: 852: 847: 846: 845: 844: 839: 834: 824: 819: 818: 815: 814: 809: 808: 807: 806: 801: 796: 791: 786: 781: 776: 768: 767: 763: 762: 761: 760: 755: 750: 745: 737: 736: 730: 723: 722: 719: 718: 713: 712: 711: 710: 705: 700: 695: 690: 685: 677: 676: 672: 671: 670: 669: 664: 659: 654: 649: 644: 634: 627: 626: 623: 622: 617: 616: 615: 614: 609: 604: 599: 594: 588: 583: 578: 573: 568: 560: 559: 553: 552: 551: 550: 545: 540: 535: 530: 525: 510: 503: 502: 499: 498: 493: 492: 491: 490: 485: 480: 475: 473:Changing order 470: 460: 455: 437: 432: 427: 419: 418: 417:Integration by 414: 413: 412: 411: 406: 401: 396: 391: 381: 379:Antiderivative 373: 372: 368: 367: 366: 365: 360: 355: 345: 338: 337: 334: 333: 328: 327: 326: 325: 320: 315: 310: 305: 300: 295: 290: 285: 280: 272: 271: 265: 264: 263: 262: 257: 252: 247: 242: 237: 229: 228: 224: 223: 222: 221: 220: 219: 214: 209: 199: 186: 185: 179: 172: 171: 168: 167: 165: 164: 159: 154: 148: 146: 145: 140: 134: 133: 132: 124: 123: 111: 108: 105: 102: 99: 96: 93: 90: 87: 84: 81: 78: 74: 71: 68: 64: 61: 55: 50: 46: 36: 33: 32: 26: 25: 17: 9: 6: 4: 3: 2: 3627: 3616: 3613: 3611: 3608: 3606: 3603: 3602: 3600: 3583: 3580: 3578: 3575: 3574: 3572: 3570: 3567: 3565: 3562: 3560: 3557: 3555: 3552: 3550: 3549:Basel problem 3547: 3546: 3544: 3542:Miscellaneous 3540: 3534: 3531: 3529: 3526: 3524: 3521: 3519: 3516: 3515: 3513: 3511: 3507: 3501: 3498: 3496: 3493: 3491: 3488: 3484: 3481: 3479: 3476: 3475: 3473: 3471: 3468: 3466: 3463: 3462: 3460: 3458: 3454: 3448: 3445: 3441: 3438: 3436: 3433: 3432: 3431: 3428: 3426: 3423: 3421: 3418: 3416: 3413: 3411: 3408: 3406: 3403: 3401: 3398: 3396: 3393: 3391: 3388: 3386: 3383: 3381: 3378: 3376: 3373: 3369: 3366: 3364: 3361: 3359: 3358:Trigonometric 3356: 3355: 3354: 3351: 3350: 3348: 3342: 3336: 3333: 3331: 3328: 3326: 3323: 3321: 3318: 3316: 3313: 3311: 3308: 3306: 3303: 3301: 3298: 3296: 3295:Haar integral 3293: 3291: 3288: 3286: 3283: 3281: 3278: 3276: 3273: 3271: 3268: 3266: 3263: 3261: 3258: 3257: 3255: 3249: 3245: 3238: 3233: 3231: 3226: 3224: 3219: 3218: 3215: 3206: 3205: 3200: 3194: 3193: 3183: 3179: 3175: 3171: 3167: 3163: 3162: 3156: 3155: 3149: 3144: 3140: 3136: 3135: 3130: 3125: 3124: 3119: 3115: 3110: 3105: 3101: 3097: 3096: 3091: 3086: 3085: 3080: 3076: 3072: 3068: 3067: 3061: 3060: 3055: 3053:0-7923-9259-0 3049: 3045: 3041: 3037: 3033: 3029: 3028: 3023: 3019: 3018: 3013: 3007: 3003: 2999: 2995: 2991: 2990: 2985: 2983:3-540-21493-3 2979: 2975: 2970: 2969: 2964: 2957: 2952: 2951: 2946: 2942: 2938: 2934: 2933: 2927: 2926: 2906: 2902: 2896: 2880: 2876: 2870: 2855: 2851: 2844: 2837: 2832: 2825: 2820: 2813: 2808: 2800: 2796: 2792: 2788: 2783: 2778: 2773: 2768: 2764: 2760: 2756: 2749: 2742: 2737: 2729: 2728: 2720: 2712: 2708: 2704: 2700: 2696: 2692: 2688: 2685:(in French). 2684: 2680: 2673: 2671: 2664: 2661: 2657: 2651: 2636: 2635:Wolfram Cloud 2632: 2626: 2618: 2611: 2596: 2589: 2582: 2577: 2573: 2563: 2560: 2558: 2555: 2553: 2550: 2548: 2545: 2543: 2540: 2538: 2535: 2533: 2530: 2529: 2525: 2519: 2514: 2511: 2505: 2500: 2493: 2490: 2485: 2482: 2476: 2470: 2463: 2459: 2453: 2447: 2442: 2438: 2433: 2431: 2427: 2423: 2419: 2415: 2411: 2401: 2399: 2394: 2392: 2388: 2384: 2380: 2375: 2373: 2369: 2365: 2360: 2352: 2335: 2332: 2329: 2325: 2320: 2314: 2311: 2308: 2305: 2302: 2297: 2294: 2290: 2286: 2283: 2280: 2275: 2272: 2269: 2266: 2263: 2257: 2253: 2250: 2244: 2238: 2231: 2230: 2229: 2227: 2209: 2206: 2203: 2200: 2197: 2192: 2189: 2186: 2183: 2160: 2153: 2147: 2144: 2141: 2138: 2135: 2130: 2127: 2123: 2117: 2114: 2111: 2108: 2105: 2099: 2092: 2089: 2086: 2083: 2080: 2072: 2069: 2066: 2063: 2057: 2054: 2051: 2048: 2045: 2042: 2037: 2033: 2026: 2020: 2014: 2007: 2006: 2005: 2003: 1998: 1996: 1992: 1988: 1984: 1980: 1976: 1953: 1950: 1947: 1934: 1931: 1926: 1922: 1918: 1915: 1910: 1906: 1902: 1899: 1894: 1890: 1886: 1883: 1878: 1874: 1870: 1867: 1862: 1858: 1854: 1851: 1846: 1842: 1829: 1825: 1809: 1806: 1803: 1800: 1797: 1792: 1788: 1784: 1781: 1776: 1772: 1763: 1760: 1757: 1754: 1751: 1746: 1742: 1738: 1735: 1730: 1726: 1722: 1719: 1714: 1710: 1706: 1703: 1698: 1694: 1680: 1675: 1670: 1667: 1662: 1659: 1653: 1647: 1636: 1635: 1634: 1617: 1611: 1608: 1605: 1602: 1599: 1594: 1590: 1586: 1583: 1578: 1574: 1569: 1564: 1558: 1552: 1545: 1544: 1543: 1541: 1537: 1527: 1523: 1500: 1497: 1494: 1489: 1485: 1482: 1479: 1475: 1468: 1459: 1453: 1450: 1447: 1442: 1437: 1433: 1430: 1427: 1423: 1412: 1408: 1398: 1392: 1384: 1381: 1378: 1372: 1369: 1365: 1356: 1355: 1354: 1351: 1330: 1325: 1321: 1317: 1313: 1303: 1299: 1296: 1293: 1284: 1279: 1275: 1265: 1259: 1255: 1251: 1248: 1244: 1235: 1234: 1233: 1231: 1226: 1220: 1214: 1211: 1205: 1183: 1179: 1172: 1169: 1164: 1160: 1154: 1151: 1148: 1144: 1140: 1137: 1134: 1131: 1124: 1123: 1122: 1119: 1113: 1107: 1098: 1089: 1085: 1079: 1074: 1070: 1068: 1064: 1056: 1046: 1043: 1041: 1040:Arthur Norman 1037: 1032: 1029: 1025: 1021: 1017: 1013: 1009: 1005: 1001: 997: 992: 990: 986: 982: 978: 974: 962: 957: 955: 950: 948: 943: 942: 940: 939: 932: 929: 927: 924: 922: 919: 917: 914: 912: 909: 907: 904: 902: 899: 898: 890: 889: 882: 879: 877: 874: 872: 869: 867: 864: 863: 855: 854: 843: 840: 838: 835: 833: 830: 829: 828: 827: 817: 816: 805: 802: 800: 797: 795: 792: 790: 787: 785: 784:Line integral 782: 780: 777: 775: 772: 771: 770: 769: 765: 764: 759: 756: 754: 751: 749: 746: 744: 741: 740: 739: 738: 734: 733: 727: 726:Multivariable 721: 720: 709: 706: 704: 701: 699: 696: 694: 691: 689: 686: 684: 681: 680: 679: 678: 674: 673: 668: 665: 663: 660: 658: 655: 653: 650: 648: 645: 643: 640: 639: 638: 637: 631: 625: 624: 613: 610: 608: 605: 603: 600: 598: 595: 593: 589: 587: 584: 582: 579: 577: 574: 572: 569: 567: 564: 563: 562: 561: 558: 555: 554: 549: 546: 544: 541: 539: 536: 534: 531: 529: 526: 523: 519: 516: 515: 514: 513: 507: 501: 500: 489: 486: 484: 481: 479: 476: 474: 471: 468: 464: 461: 459: 456: 453: 449: 445: 444:trigonometric 441: 438: 436: 433: 431: 428: 426: 423: 422: 421: 420: 416: 415: 410: 407: 405: 402: 400: 397: 395: 392: 389: 385: 382: 380: 377: 376: 375: 374: 370: 369: 364: 361: 359: 356: 354: 351: 350: 349: 348: 342: 336: 335: 324: 321: 319: 316: 314: 311: 309: 306: 304: 301: 299: 296: 294: 291: 289: 286: 284: 281: 279: 276: 275: 274: 273: 270: 267: 266: 261: 258: 256: 255:Related rates 253: 251: 248: 246: 243: 241: 238: 236: 233: 232: 231: 230: 226: 225: 218: 215: 213: 212:of a function 210: 208: 207:infinitesimal 205: 204: 203: 200: 197: 193: 190: 189: 188: 187: 183: 182: 176: 170: 169: 163: 160: 158: 155: 153: 150: 149: 144: 141: 139: 136: 135: 131: 128: 127: 126: 125: 106: 100: 97: 91: 85: 82: 79: 76: 69: 62: 59: 53: 48: 44: 35: 34: 31: 28: 27: 23: 22: 16: 3518:ItĂ´ integral 3446: 3353:Substitution 3344:Integration 3202: 3165: 3159: 3138: 3132: 3099: 3093: 3070: 3064: 3026: 2997: 2976:. Springer. 2973: 2962: 2936: 2930: 2908:. Retrieved 2904: 2895: 2885:February 10, 2883:. Retrieved 2879:MathOverflow 2878: 2869: 2859:February 10, 2857:. Retrieved 2853: 2843: 2831: 2819: 2807: 2782:11384/110046 2762: 2758: 2748: 2736: 2726: 2719: 2686: 2682: 2659: 2650: 2640:December 11, 2638:. Retrieved 2634: 2625: 2610: 2600:December 10, 2598:. Retrieved 2588: 2576: 2486: 2480: 2474: 2468: 2461: 2457: 2451: 2445: 2434: 2407: 2404:Decidability 2395: 2376: 2361: 2358: 2350: 2175: 1999: 1982: 1972: 1632: 1533: 1521: 1517: 1349: 1346: 1224: 1218: 1212: 1209: 1206: 1203: 1117: 1111: 1102: 1093: 1087: 1083: 1077: 1071: 1052: 1044: 1035: 1033: 993: 976: 970: 487: 440:Substitution 202:Differential 175:Differential 15: 3368:Weierstrass 1536:Henri Cohen 1049:Description 1000:integration 901:Precalculus 894:Miscellanea 859:Specialized 766:Definitions 533:Alternating 371:Definitions 184:Definitions 3599:Categories 3483:incomplete 3346:techniques 2923:References 2812:Moses 2012 2441:computable 2418:elementary 2368:Joel Moses 1232:, we have 1016:logarithms 881:Variations 876:Stochastic 866:Fractional 735:Formalisms 698:Divergence 667:Identities 647:Divergence 192:Derivative 143:Continuity 3253:integrals 3251:Types of 3244:Integrals 3204:MathWorld 2799:221405883 2791:1871-2509 2711:123629827 2703:1432-1807 2312:⁡ 2287:⁡ 2273:⁡ 2207:⁡ 2145:⁡ 2115:⁡ 2090:⁡ 1995:Zolotarev 1991:Chebyshev 1900:− 1868:− 1830:− 1807:− 1798:− 1752:− 1720:− 1663:− 1609:− 1600:− 1498:− 1483:⁡ 1464:′ 1431:⁡ 1417:′ 1404:′ 1382:⁡ 1373:⋅ 1318:⋅ 1308:′ 1300:⋅ 1289:′ 1271:′ 1252:⋅ 1173:⁡ 1161:α 1145:∑ 1073:Liouville 996:algorithm 871:Malliavin 758:Geometric 657:Laplacian 607:Dirichlet 518:Geometric 98:− 45:∫ 3573:Volumes 3478:complete 3375:By parts 2996:(1981). 2910:July 17, 2496:See also 2387:Radicals 1633:namely: 1518:then if 1216:, where 1012:radicals 983:to find 911:Glossary 821:Advanced 799:Jacobian 753:Exterior 683:Gradient 675:Theorems 642:Gradient 581:Integral 543:Binomial 528:Harmonic 388:improper 384:Integral 341:Integral 323:Reynolds 298:Quotient 227:Concepts 63:′ 30:Calculus 3577:Washers 3182:2318066 3118:1995313 3032:Bibcode 2372:Macsyma 1063:Laplace 1059:+ − × á 1004:algebra 906:History 804:Hessian 693:Stokes' 688:Green's 520: ( 442: ( 386: ( 308:Inverse 283:Product 194: ( 3582:Shells 3180:  3116:  3050:  3008:  2980:  2797:  2789:  2709:  2701:  2658:forum 2656:Usenet 2379:Reduce 1975:FriCAS 1347:so if 1018:, and 975:, the 748:Tensor 743:Matrix 630:Vector 548:Taylor 506:Series 138:Limits 3363:Euler 3178:JSTOR 3114:JSTOR 2959:(PDF) 2795:S2CID 2707:S2CID 2568:Notes 2398:Axiom 2226:SymPy 1935:10001 571:Ratio 538:Power 452:Euler 430:Discs 425:Parts 293:Power 288:Chain 217:total 3048:ISBN 3006:ISBN 2978:ISBN 2912:2010 2887:2023 2861:2023 2787:ISSN 2699:ISSN 2642:2021 2602:2023 2455:and 1919:3124 1903:1408 1520:(ln 1228:are 1222:and 1152:< 1109:and 1086:′ = 994:The 652:Curl 612:Abel 576:Root 3170:doi 3143:doi 3104:doi 3100:139 3075:doi 3040:doi 2941:doi 2777:hdl 2767:doi 2763:225 2691:doi 2381:by 2370:in 1871:128 1764:781 1755:528 1061:). 971:In 278:Sum 3601:: 3201:. 3176:. 3166:79 3164:. 3139:76 3137:. 3131:. 3112:. 3098:. 3092:. 3071:47 3069:. 3046:. 3038:. 3000:. 2961:. 2935:. 2903:. 2877:. 2852:. 2793:. 2785:. 2775:. 2761:. 2757:. 2705:. 2697:. 2681:. 2669:^ 2633:. 2484:. 2432:. 2309:ln 2284:ln 2270:ln 2204:ln 2142:ln 2112:ln 2087:ln 2004:: 1997:. 1887:54 1855:20 1810:71 1801:96 1785:10 1739:27 1723:80 1707:15 1676:ln 1612:71 1603:96 1587:10 1480:ln 1428:ln 1379:ln 1170:ln 1042:. 1014:, 1010:, 450:, 446:, 3236:e 3229:t 3222:v 3207:. 3184:. 3172:: 3151:. 3145:: 3120:. 3106:: 3081:. 3077:: 3056:. 3042:: 3034:: 3014:. 2986:. 2965:. 2947:. 2943:: 2937:9 2914:. 2889:. 2863:. 2838:. 2826:. 2814:. 2801:. 2779:: 2769:: 2743:. 2713:. 2693:: 2687:5 2644:. 2619:. 2604:. 2583:. 2481:x 2475:y 2469:y 2464:) 2462:y 2460:( 2458:Q 2452:Q 2446:x 2336:. 2333:C 2330:+ 2326:) 2321:) 2315:x 2306:+ 2303:x 2298:+ 2295:x 2291:( 2281:+ 2276:x 2267:+ 2264:x 2258:( 2254:2 2251:= 2248:) 2245:x 2242:( 2239:F 2224:( 2210:x 2201:+ 2198:x 2193:+ 2190:x 2187:= 2184:u 2161:. 2154:) 2148:x 2139:+ 2136:x 2131:+ 2128:x 2124:( 2118:x 2109:+ 2106:x 2100:x 2093:x 2084:+ 2081:x 2076:) 2073:1 2070:+ 2067:x 2064:3 2061:( 2058:+ 2055:1 2052:+ 2049:x 2046:2 2043:+ 2038:2 2034:x 2027:= 2024:) 2021:x 2018:( 2015:f 1954:. 1951:C 1948:+ 1943:) 1938:) 1932:+ 1927:2 1923:x 1916:+ 1911:3 1907:x 1895:4 1891:x 1884:+ 1879:5 1875:x 1863:6 1859:x 1852:+ 1847:8 1843:x 1839:( 1804:x 1793:2 1789:x 1782:+ 1777:4 1773:x 1767:) 1761:+ 1758:x 1747:2 1743:x 1736:+ 1731:3 1727:x 1715:4 1711:x 1704:+ 1699:6 1695:x 1691:( 1686:( 1671:8 1668:1 1660:= 1657:) 1654:x 1651:( 1648:F 1618:, 1606:x 1595:2 1591:x 1584:+ 1579:4 1575:x 1570:x 1565:= 1562:) 1559:x 1556:( 1553:f 1524:) 1522:g 1501:1 1495:n 1490:) 1486:g 1476:( 1469:g 1460:g 1454:f 1451:n 1448:+ 1443:n 1438:) 1434:g 1424:( 1413:f 1409:= 1399:) 1393:n 1389:) 1385:g 1376:( 1370:f 1366:( 1350:e 1331:, 1326:g 1322:e 1314:) 1304:g 1297:f 1294:+ 1285:f 1280:( 1276:= 1266:) 1260:g 1256:e 1249:f 1245:( 1225:g 1219:f 1213:e 1210:f 1189:) 1184:i 1180:u 1176:( 1165:i 1155:n 1149:i 1141:+ 1138:v 1135:= 1132:g 1118:f 1112:v 1105:i 1103:u 1096:i 1094:Îą 1088:f 1084:g 1078:g 960:e 953:t 946:v 524:) 469:) 465:( 454:) 390:) 198:) 110:) 107:a 104:( 101:f 95:) 92:b 89:( 86:f 83:= 80:t 77:d 73:) 70:t 67:( 60:f 54:b 49:a

Index

Calculus
Fundamental theorem
Limits
Continuity
Rolle's theorem
Mean value theorem
Inverse function theorem
Differential
Derivative
generalizations
Differential
infinitesimal
of a function
total
Differentiation notation
Second derivative
Implicit differentiation
Logarithmic differentiation
Related rates
Taylor's theorem
Rules and identities
Sum
Product
Chain
Power
Quotient
L'HĂ´pital's rule
Inverse
General Leibniz
FaĂ  di Bruno's formula

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