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Descartes' rule of signs

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The subtraction of only multiples of 2 from the maximal number of positive roots occurs because the polynomial may have nonreal roots, which always come in pairs since the rule applies to polynomials whose coefficients are real. Thus if the polynomial is known to have all real roots, this rule allows
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by examining sign changes in its coefficients. The number of positive real roots is at most the number of sign changes in the sequence of polynomial's coefficients (omitting zero coefficients), and the difference between the root count and the sign change count is always even. In particular, when the
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of the rule, the number of negative roots is the number of sign changes after multiplying the coefficients of odd-power terms by −1, or fewer than it by an even number. This procedure is equivalent to substituting the negation of the variable for the variable itself. For example, the negative roots
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that generalises Descartes' rule. The rule of signs can be thought of as stating that the number of real roots of a polynomial is dependent on the polynomial's complexity, and that this complexity is proportional to the number of monomials it has, not its degree. Khovanskiǐ showed that this holds
61:. Repeated division of an interval in two results in a set of disjoint intervals, each containing one root, and together listing all the roots. This approach is used in the fastest algorithms today for computer computation of real roots of polynomials (see 1484:, so it must cross the positive x-axis an even number of times (each of which contributes an odd number of roots), and glance (without crossing) the positive x-axis an arbitrary number of times (each of which contributes an even number of roots). 2310: 429:. Therefore, it has exactly one positive root. To find the number of negative roots, change the signs of the coefficients of the terms with odd exponents, i.e., apply Descartes' rule of signs to the polynomial 336: 849: 784: 1482: 1742: 500: 2700:
one to find the exact number of positive and negative roots. Since it is easy to determine the multiplicity of zero as a root, the sign of all roots can be determined in this case.
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of the polynomial is either equal to the number of sign changes between consecutive (nonzero) coefficients, or is less than it by an even number. A root of
2174: 2790: 2443:) is a polynomial with real coefficients which does not have a root at 0 (that is a polynomial with a nonzero constant term) then the 200: 508:, meaning that this second polynomial has two or zero positive roots; thus the original polynomial has two or zero negative roots. 341:
Thus, applying Descartes' rule of signs to this polynomial gives the maximum number of negative roots of the original polynomial.
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In particular, if the number of sign changes is zero or one, the number of positive roots equals the number of sign changes.
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of the variable makes it possible to use the rule of signs to count roots in any interval. This is the basic idea of
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has no sign change, the original polynomial has no negative real roots. So the minimum number of nonreal roots is
1440: 2886:. Translations of Mathematical Monographs. Translated from the Russian by Smilka Zdravkovska. Providence, RI: 2502:
denotes the maximum number of negative roots (both of which can be found using Descartes' rule of signs), and
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Since nonreal roots of a polynomial with real coefficients must occur in conjugate pairs, it means that
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So here, the roots are +1 (twice) and −1 (once), the negation of the roots of the original polynomial.
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number of sign changes is zero or one, then there are exactly zero or one positive roots.
8: 1865: 62: 2799: â€“ Geometric relation between the roots of a polynomial and those of its derivative 1891: 1780: 2927: 2778: 1845: 1825: 1805: 1774: 1603: 1078: 1058: 941: 921: 103: 54: 38: 2891: 2838: 2766: 2751: 33: 425:
has one sign change between the second and third terms, as the sequence of signs is
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The following is a rough outline of a proof. First, some preliminary definitions:
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has one sign change; so the maximum number of positive real roots is one. As
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for using his rule for getting information of the number of negative roots.
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are ordered by descending variable exponent, then the number of positive
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true not just for polynomials but for algebraic combinations of many
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This article incorporates material from Descartes' rule of signs on
2872:, Comptes Rendus Acad. Bulg. Sci. tome 63, No. 7, 2010, pp. 943–952. 2834: 2691:
has exactly two nonreal roots and one real root, which is positive.
2509: 2305:{\displaystyle Z(f)\leq Z(f')+1=V(f')-2s+1\leq V(f)-2s+1\leq V(f)+1} 504:
This polynomial has two sign changes, as the sequence of signs is
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The number of strictly positive roots (counting multiplicity) of
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be the number of strictly positive roots (counting multiplicity).
331:{\displaystyle a(-x)^{3}+b(-x)^{2}+c(-x)+d=-ax^{3}+bx^{2}-cx+d.} 91:
The rule states that if the nonzero terms of a single-variable
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real positive roots counted with multiplicity, then for every
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is equal to the number of sign changes in the coefficients of
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With these, we can formally state Descartes' rule as follows:
2859:, Annals of Mathematics., Vol. 19, No. 4, 1918, pp. 251–278. 844:{\displaystyle 0\leq b_{0}<b_{1}<\cdots <b_{n}} 2724:
changes of sign in the sequence of coefficients of the
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be the number of sign changes of the coefficients of
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Counting polynomial real roots based on coefficients
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So if 596:The factorization of the second polynomial is 2857:Recent extensions of Descartes' rule of signs 2819:"A Simple Proof of Descartes's Rule of Signs" 1777:, there exists at least one positive root of 779:{\displaystyle \sum _{i=0}^{n}a_{i}x^{b_{i}}} 1802:between any two different positive roots of 344: 593:so the roots are −1 (twice) and +1 (once). 81: 2881: 2791:Geometrical properties of polynomial roots 68:Descartes himself used the transformation 1477:{\displaystyle f(+\infty )=+\infty >0} 1132:, then we can divide the polynomial by 495:{\displaystyle f(-x)=-x^{3}+x^{2}+x-1.} 2950: 2506:denotes the degree of the polynomial. 670:{\displaystyle f(-x)=-(x-1)^{2}(x+1).} 415:{\displaystyle f(x)=+x^{3}+x^{2}-x-1} 2816: 2447:number of nonreal roots is equal to 583:{\displaystyle f(x)=(x+1)^{2}(x-1),} 1095:, minus a nonnegative even number. 13: 2703: 1465: 1453: 187:{\displaystyle ax^{3}+bx^{2}+cx+d} 14: 2969: 2916: 2823:The American Mathematical Monthly 2817:Wang, Xiaoshen (June–July 2004). 2427:th degree polynomial has exactly 1652:, then it is obvious. Now assume 1000:{\displaystyle a_{k}a_{k+1}<0} 123: 86: 2418: 1961:{\displaystyle Z(f')\geq Z(f)-1} 1495:From the lemma, it follows that 51:linear fractional transformation 2694: 2624:{\displaystyle f(-x)=-x^{3}-1,} 2007:{\displaystyle a_{0}a_{1}>0} 1430:{\displaystyle f(0)=a_{0}>0} 1317:{\displaystyle a_{0}a_{n}<0} 1245:{\displaystyle a_{n}a_{0}>0} 2926:, which is licensed under the 2875: 2862: 2849: 2810: 2662: 2650: 2593: 2584: 2533: 2527: 2475: 2463: 2401: 2395: 2386: 2380: 2370:have the same parity, we have 2357: 2351: 2328: 2322: 2293: 2287: 2263: 2257: 2233: 2222: 2207: 2196: 2187: 2181: 2160:{\displaystyle V(f')\leq V(f)} 2154: 2148: 2139: 2128: 2099: 2093: 2084: 2073: 2050: 2044: 2035: 2024: 1949: 1943: 1934: 1923: 1737:{\displaystyle Z(f')=V(f')-2s} 1722: 1711: 1702: 1691: 1584: 1578: 1569: 1563: 1540: 1534: 1511: 1505: 1456: 1447: 1405: 1399: 1376: 1370: 1340: 1334: 1268: 1262: 1028: 1022: 905: 899: 708: 702: 661: 649: 640: 627: 618: 609: 574: 562: 553: 540: 534: 528: 448: 439: 368: 362: 266: 257: 242: 232: 217: 207: 1: 2888:American Mathematical Society 2561:{\displaystyle f(x)=x^{3}-1,} 2407:{\displaystyle Z(f)\leq V(f)} 1590:{\displaystyle Z(f)\leq V(f)} 786:where we have integer powers 2111:{\displaystyle V(f')=V(f)-1} 7: 2772: 1842:-multiple positive root of 1487:The other case is similar. 877:{\displaystyle a_{i}\neq 0} 851:, and nonzero coefficients 515:of the first polynomial is 194:are the positive roots of 10: 2974: 2958:Theorems about polynomials 2739:). For sufficiently large 2720:> 0 there are at least 2674:{\displaystyle 3-(1+0)=2.} 2056:{\displaystyle V(f')=V(f)} 1125:{\displaystyle b_{0}>0} 2882:Khovanskiǐ, A.G. (1991). 1681:By induction hypothesis, 1159:{\displaystyle x^{b_{0}}} 345:Example: cubic polynomial 2942:Descartes' Rule of Signs 2936:Descartes' Rule of Signs 2803: 2763:transcendental functions 2754:developed the theory of 2484:{\displaystyle n-(p+q),} 938:, meaning the number of 683: 82:Descartes' rule of signs 25:Descartes' rule of signs 2708:If the real polynomial 1763:{\displaystyle s\geq 0} 1671:{\displaystyle n\geq 2} 1192:{\displaystyle b_{0}=0} 2747:such changes of sign. 2675: 2625: 2562: 2485: 2408: 2364: 2335: 2306: 2161: 2112: 2057: 2008: 1962: 1907: 1882: 1856: 1836: 1816: 1796: 1764: 1738: 1672: 1646: 1614: 1591: 1547: 1518: 1478: 1431: 1383: 1347: 1318: 1275: 1246: 1193: 1160: 1126: 1089: 1069: 1035: 1001: 952: 932: 912: 878: 845: 780: 748: 715: 671: 584: 496: 416: 332: 188: 2785:Rational root theorem 2676: 2626: 2563: 2486: 2409: 2365: 2336: 2307: 2162: 2113: 2058: 2009: 1963: 1908: 1883: 1857: 1837: 1817: 1797: 1765: 1739: 1673: 1647: 1645:{\displaystyle n=0,1} 1615: 1592: 1548: 1519: 1492:Proof of main theorem 1479: 1432: 1384: 1348: 1319: 1276: 1247: 1194: 1161: 1127: 1090: 1070: 1036: 1002: 953: 933: 913: 879: 846: 781: 728: 716: 692:Write the polynomial 672: 585: 497: 417: 333: 189: 59:Budan–Fourier theorem 2868:Vladimir P. Kostov, 2743:, there are exactly 2641: 2578: 2521: 2454: 2374: 2363:{\displaystyle V(f)} 2345: 2334:{\displaystyle Z(f)} 2316: 2175: 2122: 2067: 2018: 1975: 1917: 1892: 1866: 1846: 1826: 1806: 1781: 1748: 1685: 1656: 1624: 1604: 1557: 1546:{\displaystyle V(f)} 1528: 1517:{\displaystyle Z(f)} 1499: 1441: 1393: 1382:{\displaystyle f(x)} 1364: 1346:{\displaystyle Z(f)} 1328: 1285: 1274:{\displaystyle Z(f)} 1256: 1213: 1170: 1136: 1103: 1079: 1059: 1034:{\displaystyle Z(f)} 1016: 962: 942: 922: 911:{\displaystyle V(f)} 893: 855: 790: 725: 714:{\displaystyle f(x)} 696: 603: 522: 433: 356: 201: 137: 2944:– Basic explanation 2938:– Proof of the rule 2797:Gauss–Lucas theorem 2169:Together, we have 1881:{\displaystyle k-1} 1207: —  1053: —  63:real-root isolation 2767:Pfaffian functions 2671: 2621: 2558: 2481: 2404: 2360: 2331: 2302: 2157: 2108: 2053: 2004: 1958: 1906:{\displaystyle f'} 1903: 1888:-multiple root of 1878: 1852: 1832: 1812: 1795:{\displaystyle f'} 1792: 1760: 1734: 1668: 1642: 1610: 1587: 1543: 1514: 1493: 1474: 1427: 1379: 1359: 1343: 1314: 1271: 1242: 1205: 1189: 1156: 1122: 1085: 1065: 1051: 1031: 997: 948: 928: 908: 874: 841: 776: 711: 667: 580: 492: 412: 328: 184: 2752:Askold Khovanskii 2118:. In both cases, 1855:{\displaystyle f} 1835:{\displaystyle k} 1815:{\displaystyle f} 1744:for some integer 1613:{\displaystyle n} 1491: 1357: 1203: 1088:{\displaystyle f} 1068:{\displaystyle f} 1049: 951:{\displaystyle k} 931:{\displaystyle f} 2965: 2910: 2909: 2879: 2873: 2866: 2860: 2853: 2847: 2846: 2814: 2765:, the so-called 2728:of the function 2690: 2680: 2678: 2677: 2672: 2630: 2628: 2627: 2622: 2611: 2610: 2567: 2565: 2564: 2559: 2548: 2547: 2490: 2488: 2487: 2482: 2413: 2411: 2410: 2405: 2369: 2367: 2366: 2361: 2340: 2338: 2337: 2332: 2311: 2309: 2308: 2303: 2232: 2206: 2166: 2164: 2163: 2158: 2138: 2117: 2115: 2114: 2109: 2083: 2062: 2060: 2059: 2054: 2034: 2013: 2011: 2010: 2005: 1997: 1996: 1987: 1986: 1967: 1965: 1964: 1959: 1933: 1912: 1910: 1909: 1904: 1902: 1887: 1885: 1884: 1879: 1861: 1859: 1858: 1853: 1841: 1839: 1838: 1833: 1821: 1819: 1818: 1813: 1801: 1799: 1798: 1793: 1791: 1769: 1767: 1766: 1761: 1743: 1741: 1740: 1735: 1721: 1701: 1677: 1675: 1674: 1669: 1651: 1649: 1648: 1643: 1619: 1617: 1616: 1611: 1596: 1594: 1593: 1588: 1552: 1550: 1549: 1544: 1523: 1521: 1520: 1515: 1483: 1481: 1480: 1475: 1436: 1434: 1433: 1428: 1420: 1419: 1388: 1386: 1385: 1380: 1352: 1350: 1349: 1344: 1323: 1321: 1320: 1315: 1307: 1306: 1297: 1296: 1280: 1278: 1277: 1272: 1251: 1249: 1248: 1243: 1235: 1234: 1225: 1224: 1208: 1198: 1196: 1195: 1190: 1182: 1181: 1165: 1163: 1162: 1157: 1155: 1154: 1153: 1152: 1131: 1129: 1128: 1123: 1115: 1114: 1094: 1092: 1091: 1086: 1074: 1072: 1071: 1066: 1054: 1040: 1038: 1037: 1032: 1006: 1004: 1003: 998: 990: 989: 974: 973: 957: 955: 954: 949: 937: 935: 934: 929: 917: 915: 914: 909: 883: 881: 880: 875: 867: 866: 850: 848: 847: 842: 840: 839: 821: 820: 808: 807: 785: 783: 782: 777: 775: 774: 773: 772: 758: 757: 747: 742: 720: 718: 717: 712: 676: 674: 673: 668: 648: 647: 589: 587: 586: 581: 561: 560: 507: 501: 499: 498: 493: 479: 478: 466: 465: 428: 421: 419: 418: 413: 399: 398: 386: 385: 337: 335: 334: 329: 309: 308: 293: 292: 250: 249: 225: 224: 193: 191: 190: 185: 168: 167: 152: 151: 116: 112: 77: 2973: 2972: 2968: 2967: 2966: 2964: 2963: 2962: 2948: 2947: 2919: 2914: 2913: 2898: 2880: 2876: 2867: 2863: 2855:D. R. Curtiss, 2854: 2850: 2835:10.2307/4145072 2815: 2811: 2806: 2779:Sturm's theorem 2775: 2706: 2704:Generalizations 2697: 2685: 2642: 2639: 2638: 2606: 2602: 2579: 2576: 2575: 2543: 2539: 2522: 2519: 2518: 2514:The polynomial 2512: 2455: 2452: 2451: 2421: 2416: 2375: 2372: 2371: 2346: 2343: 2342: 2317: 2314: 2313: 2312:Further, since 2225: 2199: 2176: 2173: 2172: 2131: 2123: 2120: 2119: 2076: 2068: 2065: 2064: 2027: 2019: 2016: 2015: 1992: 1988: 1982: 1978: 1976: 1973: 1972: 1926: 1918: 1915: 1914: 1895: 1893: 1890: 1889: 1867: 1864: 1863: 1847: 1844: 1843: 1827: 1824: 1823: 1807: 1804: 1803: 1784: 1782: 1779: 1778: 1775:Rolle's theorem 1749: 1746: 1745: 1714: 1694: 1686: 1683: 1682: 1657: 1654: 1653: 1625: 1622: 1621: 1605: 1602: 1601: 1558: 1555: 1554: 1529: 1526: 1525: 1500: 1497: 1496: 1489: 1442: 1439: 1438: 1415: 1411: 1394: 1391: 1390: 1365: 1362: 1361: 1355: 1329: 1326: 1325: 1302: 1298: 1292: 1288: 1286: 1283: 1282: 1257: 1254: 1253: 1230: 1226: 1220: 1216: 1214: 1211: 1210: 1206: 1177: 1173: 1171: 1168: 1167: 1148: 1144: 1143: 1139: 1137: 1134: 1133: 1110: 1106: 1104: 1101: 1100: 1097: 1080: 1077: 1076: 1060: 1057: 1056: 1052: 1017: 1014: 1013: 979: 975: 969: 965: 963: 960: 959: 943: 940: 939: 923: 920: 919: 894: 891: 890: 862: 858: 856: 853: 852: 835: 831: 816: 812: 803: 799: 791: 788: 787: 768: 764: 763: 759: 753: 749: 743: 732: 726: 723: 722: 697: 694: 693: 686: 643: 639: 604: 601: 600: 556: 552: 523: 520: 519: 505: 474: 470: 461: 457: 434: 431: 430: 426: 394: 390: 381: 377: 357: 354: 353: 349:The polynomial 347: 304: 300: 288: 284: 245: 241: 220: 216: 202: 199: 198: 163: 159: 147: 143: 138: 135: 134: 126: 114: 110: 89: 84: 69: 55:Budan's theorem 27:, described by 17: 12: 11: 5: 2971: 2961: 2960: 2946: 2945: 2939: 2918: 2917:External links 2915: 2912: 2911: 2896: 2890:. p. 88. 2874: 2861: 2848: 2808: 2807: 2805: 2802: 2801: 2800: 2794: 2788: 2782: 2774: 2771: 2705: 2702: 2696: 2693: 2682: 2681: 2670: 2667: 2664: 2661: 2658: 2655: 2652: 2649: 2646: 2632: 2631: 2620: 2617: 2614: 2609: 2605: 2601: 2598: 2595: 2592: 2589: 2586: 2583: 2569: 2568: 2557: 2554: 2551: 2546: 2542: 2538: 2535: 2532: 2529: 2526: 2511: 2508: 2492: 2491: 2480: 2477: 2474: 2471: 2468: 2465: 2462: 2459: 2446: 2420: 2417: 2403: 2400: 2397: 2394: 2391: 2388: 2385: 2382: 2379: 2359: 2356: 2353: 2350: 2330: 2327: 2324: 2321: 2301: 2298: 2295: 2292: 2289: 2286: 2283: 2280: 2277: 2274: 2271: 2268: 2265: 2262: 2259: 2256: 2253: 2250: 2247: 2244: 2241: 2238: 2235: 2231: 2228: 2224: 2221: 2218: 2215: 2212: 2209: 2205: 2202: 2198: 2195: 2192: 2189: 2186: 2183: 2180: 2156: 2153: 2150: 2147: 2144: 2141: 2137: 2134: 2130: 2127: 2107: 2104: 2101: 2098: 2095: 2092: 2089: 2086: 2082: 2079: 2075: 2072: 2052: 2049: 2046: 2043: 2040: 2037: 2033: 2030: 2026: 2023: 2003: 2000: 1995: 1991: 1985: 1981: 1957: 1954: 1951: 1948: 1945: 1942: 1939: 1936: 1932: 1929: 1925: 1922: 1901: 1898: 1877: 1874: 1871: 1851: 1831: 1811: 1790: 1787: 1759: 1756: 1753: 1733: 1730: 1727: 1724: 1720: 1717: 1713: 1710: 1707: 1704: 1700: 1697: 1693: 1690: 1667: 1664: 1661: 1641: 1638: 1635: 1632: 1629: 1609: 1586: 1583: 1580: 1577: 1574: 1571: 1568: 1565: 1562: 1542: 1539: 1536: 1533: 1513: 1510: 1507: 1504: 1490: 1473: 1470: 1467: 1464: 1461: 1458: 1455: 1452: 1449: 1446: 1426: 1423: 1418: 1414: 1410: 1407: 1404: 1401: 1398: 1378: 1375: 1372: 1369: 1358:Proof of Lemma 1356: 1342: 1339: 1336: 1333: 1313: 1310: 1305: 1301: 1295: 1291: 1270: 1267: 1264: 1261: 1241: 1238: 1233: 1229: 1223: 1219: 1201: 1188: 1185: 1180: 1176: 1151: 1147: 1142: 1121: 1118: 1113: 1109: 1084: 1064: 1047: 1043: 1042: 1030: 1027: 1024: 1021: 1009: 1008: 996: 993: 988: 985: 982: 978: 972: 968: 947: 927: 907: 904: 901: 898: 886: 885: 873: 870: 865: 861: 838: 834: 830: 827: 824: 819: 815: 811: 806: 802: 798: 795: 771: 767: 762: 756: 752: 746: 741: 738: 735: 731: 710: 707: 704: 701: 685: 682: 678: 677: 666: 663: 660: 657: 654: 651: 646: 642: 638: 635: 632: 629: 626: 623: 620: 617: 614: 611: 608: 591: 590: 579: 576: 573: 570: 567: 564: 559: 555: 551: 548: 545: 542: 539: 536: 533: 530: 527: 491: 488: 485: 482: 477: 473: 469: 464: 460: 456: 453: 450: 447: 444: 441: 438: 423: 422: 411: 408: 405: 402: 397: 393: 389: 384: 380: 376: 373: 370: 367: 364: 361: 346: 343: 339: 338: 327: 324: 321: 318: 315: 312: 307: 303: 299: 296: 291: 287: 283: 280: 277: 274: 271: 268: 265: 262: 259: 256: 253: 248: 244: 240: 237: 234: 231: 228: 223: 219: 215: 212: 209: 206: 183: 180: 177: 174: 171: 166: 162: 158: 155: 150: 146: 142: 125: 124:Negative roots 122: 113:is counted as 88: 87:Positive roots 85: 83: 80: 29:RenĂ© Descartes 15: 9: 6: 4: 3: 2: 2970: 2959: 2956: 2955: 2953: 2943: 2940: 2937: 2934: 2933: 2932: 2931: 2929: 2925: 2907: 2903: 2899: 2897:0-8218-4547-0 2893: 2889: 2885: 2878: 2871: 2865: 2858: 2852: 2844: 2840: 2836: 2832: 2828: 2824: 2820: 2813: 2809: 2798: 2795: 2792: 2789: 2786: 2783: 2780: 2777: 2776: 2770: 2768: 2764: 2759: 2758: 2753: 2750:In the 1970s 2748: 2746: 2742: 2738: 2734: 2731: 2727: 2726:Taylor series 2723: 2719: 2715: 2711: 2701: 2692: 2688: 2668: 2665: 2659: 2656: 2653: 2647: 2644: 2637: 2636: 2635: 2618: 2615: 2612: 2607: 2603: 2599: 2596: 2590: 2587: 2581: 2574: 2573: 2572: 2555: 2552: 2549: 2544: 2540: 2536: 2530: 2524: 2517: 2516: 2515: 2507: 2505: 2501: 2497: 2478: 2472: 2469: 2466: 2460: 2457: 2450: 2449: 2448: 2444: 2442: 2438: 2434: 2433:complex plane 2431:roots in the 2430: 2426: 2419:Nonreal roots 2415: 2398: 2392: 2389: 2383: 2377: 2354: 2348: 2325: 2319: 2299: 2296: 2290: 2284: 2281: 2278: 2275: 2272: 2269: 2266: 2260: 2254: 2251: 2248: 2245: 2242: 2239: 2236: 2229: 2226: 2219: 2216: 2213: 2210: 2203: 2200: 2193: 2190: 2184: 2178: 2170: 2167: 2151: 2145: 2142: 2135: 2132: 2125: 2105: 2102: 2096: 2090: 2087: 2080: 2077: 2070: 2047: 2041: 2038: 2031: 2028: 2021: 2001: 1998: 1993: 1989: 1983: 1979: 1969: 1955: 1952: 1946: 1940: 1937: 1930: 1927: 1920: 1899: 1896: 1875: 1872: 1869: 1849: 1829: 1809: 1788: 1785: 1776: 1771: 1757: 1754: 1751: 1731: 1728: 1725: 1718: 1715: 1708: 1705: 1698: 1695: 1688: 1679: 1665: 1662: 1659: 1639: 1636: 1633: 1630: 1627: 1607: 1600:We induct on 1598: 1581: 1575: 1572: 1566: 1560: 1537: 1531: 1508: 1502: 1488: 1485: 1471: 1468: 1462: 1459: 1450: 1444: 1424: 1421: 1416: 1412: 1408: 1402: 1396: 1373: 1367: 1354: 1337: 1331: 1311: 1308: 1303: 1299: 1293: 1289: 1265: 1259: 1239: 1236: 1231: 1227: 1221: 1217: 1200: 1186: 1183: 1178: 1174: 1149: 1145: 1140: 1119: 1116: 1111: 1107: 1096: 1082: 1062: 1046: 1025: 1019: 1011: 1010: 994: 991: 986: 983: 980: 976: 970: 966: 945: 925: 902: 896: 888: 887: 871: 868: 863: 859: 836: 832: 828: 825: 822: 817: 813: 809: 804: 800: 796: 793: 769: 765: 760: 754: 750: 744: 739: 736: 733: 729: 705: 699: 691: 690: 689: 681: 664: 658: 655: 652: 644: 636: 633: 630: 624: 621: 615: 612: 606: 599: 598: 597: 594: 577: 571: 568: 565: 557: 549: 546: 543: 537: 531: 525: 518: 517: 516: 514: 513:factorization 511:In fact, the 509: 502: 489: 486: 483: 480: 475: 471: 467: 462: 458: 454: 451: 445: 442: 436: 409: 406: 403: 400: 395: 391: 387: 382: 378: 374: 371: 365: 359: 352: 351: 350: 342: 325: 322: 319: 316: 313: 310: 305: 301: 297: 294: 289: 285: 281: 278: 275: 272: 269: 263: 260: 254: 251: 246: 238: 235: 229: 226: 221: 213: 210: 204: 197: 196: 195: 181: 178: 175: 172: 169: 164: 160: 156: 153: 148: 144: 140: 131: 121: 118: 109: 105: 101: 98: 94: 79: 76: 72: 66: 64: 60: 56: 52: 47: 44: 40: 37:, counts the 36: 35: 30: 26: 22: 2921: 2920: 2883: 2877: 2869: 2864: 2856: 2851: 2826: 2822: 2812: 2755: 2749: 2744: 2740: 2736: 2732: 2729: 2721: 2717: 2713: 2709: 2707: 2698: 2695:Special case 2686: 2683: 2633: 2570: 2513: 2503: 2499: 2495: 2493: 2440: 2436: 2428: 2424: 2422: 2171: 2168: 1970: 1822:. Also, any 1772: 1680: 1599: 1494: 1486: 1437:and ends at 1360: 1281:is even. If 1202: 1098: 1048: 1044: 687: 679: 595: 592: 510: 506:(−, +, +, −) 503: 427:(+, +, −, −) 424: 348: 340: 127: 119: 108:multiplicity 100:coefficients 90: 74: 70: 67: 48: 34:La GĂ©omĂ©trie 32: 24: 18: 21:mathematics 2924:PlanetMath 2906:0728.12002 2884:Fewnomials 2829:(6): 525. 2757:fewnomials 1389:starts at 958:such that 93:polynomial 43:polynomial 2843:0002-9890 2648:− 2613:− 2600:− 2588:− 2550:− 2461:− 2390:≤ 2282:≤ 2267:− 2252:≤ 2237:− 2191:≤ 2143:≤ 2103:− 1953:− 1938:≥ 1873:− 1755:≥ 1726:− 1663:≥ 1573:≤ 1466:∞ 1454:∞ 869:≠ 826:⋯ 797:≤ 730:∑ 634:− 625:− 613:− 569:− 487:− 455:− 443:− 407:− 401:− 311:− 279:− 261:− 236:− 211:− 130:corollary 2952:Category 2773:See also 2230:′ 2204:′ 2136:′ 2081:′ 2032:′ 1931:′ 1900:′ 1789:′ 1719:′ 1699:′ 1353:is odd. 57:and the 2445:minimum 2063:, else 2014:, then 1913:. Thus 1324:, then 1252:, then 1050:Theorem 117:roots. 31:in his 2904:  2894:  2841:  2494:where 2804:Notes 1862:is a 1620:. If 1204:Lemma 684:Proof 128:As a 104:roots 95:with 41:of a 39:roots 2892:ISBN 2839:ISSN 2712:has 2423:Any 2341:and 1999:> 1524:and 1469:> 1422:> 1309:< 1237:> 1117:> 1012:Let 992:< 889:Let 829:< 823:< 810:< 97:real 2902:Zbl 2831:doi 2827:111 2689:− 1 1971:If 1773:By 1209:If 1099:If 721:as 133:of 73:→ − 65:). 19:In 2954:: 2900:. 2837:. 2825:. 2821:. 2769:. 2669:2. 2414:. 1968:. 1770:. 1678:. 1597:. 1199:. 490:1. 49:A 23:, 2930:. 2908:. 2845:. 2833:: 2745:k 2741:a 2737:x 2735:( 2733:P 2730:e 2722:k 2718:a 2714:k 2710:P 2687:x 2666:= 2663:) 2660:0 2657:+ 2654:1 2651:( 2645:3 2619:, 2616:1 2608:3 2604:x 2597:= 2594:) 2591:x 2585:( 2582:f 2556:, 2553:1 2545:3 2541:x 2537:= 2534:) 2531:x 2528:( 2525:f 2504:n 2500:q 2496:p 2479:, 2476:) 2473:q 2470:+ 2467:p 2464:( 2458:n 2441:x 2439:( 2437:f 2429:n 2425:n 2402:) 2399:f 2396:( 2393:V 2387:) 2384:f 2381:( 2378:Z 2358:) 2355:f 2352:( 2349:V 2329:) 2326:f 2323:( 2320:Z 2300:1 2297:+ 2294:) 2291:f 2288:( 2285:V 2279:1 2276:+ 2273:s 2270:2 2264:) 2261:f 2258:( 2255:V 2249:1 2246:+ 2243:s 2240:2 2234:) 2227:f 2223:( 2220:V 2217:= 2214:1 2211:+ 2208:) 2201:f 2197:( 2194:Z 2188:) 2185:f 2182:( 2179:Z 2155:) 2152:f 2149:( 2146:V 2140:) 2133:f 2129:( 2126:V 2106:1 2100:) 2097:f 2094:( 2091:V 2088:= 2085:) 2078:f 2074:( 2071:V 2051:) 2048:f 2045:( 2042:V 2039:= 2036:) 2029:f 2025:( 2022:V 2002:0 1994:1 1990:a 1984:0 1980:a 1956:1 1950:) 1947:f 1944:( 1941:Z 1935:) 1928:f 1924:( 1921:Z 1897:f 1876:1 1870:k 1850:f 1830:k 1810:f 1786:f 1758:0 1752:s 1732:s 1729:2 1723:) 1716:f 1712:( 1709:V 1706:= 1703:) 1696:f 1692:( 1689:Z 1666:2 1660:n 1640:1 1637:, 1634:0 1631:= 1628:n 1608:n 1585:) 1582:f 1579:( 1576:V 1570:) 1567:f 1564:( 1561:Z 1541:) 1538:f 1535:( 1532:V 1512:) 1509:f 1506:( 1503:Z 1472:0 1463:+ 1460:= 1457:) 1451:+ 1448:( 1445:f 1425:0 1417:0 1413:a 1409:= 1406:) 1403:0 1400:( 1397:f 1377:) 1374:x 1371:( 1368:f 1341:) 1338:f 1335:( 1332:Z 1312:0 1304:n 1300:a 1294:0 1290:a 1269:) 1266:f 1263:( 1260:Z 1240:0 1232:0 1228:a 1222:n 1218:a 1187:0 1184:= 1179:0 1175:b 1150:0 1146:b 1141:x 1120:0 1112:0 1108:b 1083:f 1063:f 1029:) 1026:f 1023:( 1020:Z 1007:. 995:0 987:1 984:+ 981:k 977:a 971:k 967:a 946:k 926:f 906:) 903:f 900:( 897:V 884:. 872:0 864:i 860:a 837:n 833:b 818:1 814:b 805:0 801:b 794:0 770:i 766:b 761:x 755:i 751:a 745:n 740:0 737:= 734:i 709:) 706:x 703:( 700:f 665:. 662:) 659:1 656:+ 653:x 650:( 645:2 641:) 637:1 631:x 628:( 622:= 619:) 616:x 610:( 607:f 578:, 575:) 572:1 566:x 563:( 558:2 554:) 550:1 547:+ 544:x 541:( 538:= 535:) 532:x 529:( 526:f 484:x 481:+ 476:2 472:x 468:+ 463:3 459:x 452:= 449:) 446:x 440:( 437:f 410:1 404:x 396:2 392:x 388:+ 383:3 379:x 375:+ 372:= 369:) 366:x 363:( 360:f 326:. 323:d 320:+ 317:x 314:c 306:2 302:x 298:b 295:+ 290:3 286:x 282:a 276:= 273:d 270:+ 267:) 264:x 258:( 255:c 252:+ 247:2 243:) 239:x 233:( 230:b 227:+ 222:3 218:) 214:x 208:( 205:a 182:d 179:+ 176:x 173:c 170:+ 165:2 161:x 157:b 154:+ 149:3 145:x 141:a 115:k 111:k 75:x 71:x

Index

mathematics
René Descartes
La Géométrie
roots
polynomial
linear fractional transformation
Budan's theorem
Budan–Fourier theorem
real-root isolation
polynomial
real
coefficients
roots
multiplicity
corollary
factorization
Rolle's theorem
complex plane
Taylor series
Askold Khovanskii
fewnomials
transcendental functions
Pfaffian functions
Sturm's theorem
Rational root theorem
Geometrical properties of polynomial roots
Gauss–Lucas theorem
"A Simple Proof of Descartes's Rule of Signs"
doi
10.2307/4145072

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