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Linearity

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1677:, as distinct from mathematical, applications, something may be described as linear if the characteristic is approximately but not exactly a straight line; and linearity may be valid only within a certain operating region—for example, a high-fidelity amplifier may distort a small signal, but sufficiently little to be acceptable (acceptable but imperfect linearity); and may distort very badly if the input exceeds a certain value. 1984: 1700:, or in ppm (parts per million) of full scale. Typically, the straight line is obtained by performing a least-squares fit of the data. The three definitions vary in the manner in which the straight line is positioned relative to the actual device's performance. Also, all three of these definitions ignore any gain, or offset errors that may be present in the actual device's performance characteristics. 50: 1124: 1611:
In instrumentation, linearity means that a given change in an input variable gives the same change in the output of the measurement apparatus: this is highly desirable in scientific work. In general, instruments are close to linear over a certain range, and most useful within that range. In contrast,
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is defined by a linear polynomial in its argument, it is sometimes also referred to as being a "linear function", and the relationship between the argument and the function value may be referred to as a "linear relationship". This is potentially confusing, but usually the intended meaning will be
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There are three basic definitions for integral linearity in common use: independent linearity, zero-based linearity, and terminal, or end-point, linearity. In each case, linearity defines how well the device's actual performance across a specified operating range approximates a straight line.
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to an input dependent variable (such as the base current). This ensures that an analog output is an accurate representation of an input, typically with higher amplitude (amplified). A typical example of linear equipment is a
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is not the same as in the section above, because linear polynomials over the real numbers do not in general satisfy either additivity or homogeneity. In fact, they do so
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can be expressed in linear form, it can generally be solved by breaking the equation up into smaller pieces, solving each of those pieces, and summing the solutions.
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In every row in which the value of the function is T, there is an even number of Ts assigned to the arguments of the function; and in every row in which the
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Linearity is usually measured in terms of a deviation, or non-linearity, from an ideal straight line and it is typically expressed in terms of percent of
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For an electronic device (or other physical device) that converts a quantity to another quantity, Bertram S. Kolts writes:
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human senses are highly nonlinear: for instance, the brain completely ignores incoming light unless it exceeds a certain
1736: 415: 114: 2011: 2006: 86: 1376: 1916: 67: 1988: 60: 93: 38: 1559: 1366:{\displaystyle f(b_{1},\ldots ,b_{n})=a_{0}\oplus (a_{1}\land b_{1})\oplus \cdots \oplus (a_{n}\land b_{n})} 1132: 599: 419: 407: 31: 100: 945: 752: 426: 158: 1573: 1535: 1100: 965: 953: 611: 164: 632: 82: 1756: 1491:, there are an odd number of Ts assigned to the arguments, and in every row in which the function is 572: 374: 991: 938: 622:, not coinciding with the definition of linear map, is used in elementary mathematics (see below). 430: 184: 1889: 1731: 1686: 1639: 1613: 1596: 1581: 697: 306: 447: 1895: 1853: 1810: 1783: 1577: 1543: 1007: 1777: 1446: 1845: 1746: 1663: 1643: 399: 370: 1867: 1863: 1711: 1655: 1118: 998: 977: 626: 619: 521: 438: 434: 235: 1513:
of the function is F, there are an odd number of Ts assigned to arguments. In this case,
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Another way to express this is that each variable always makes a difference in the
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is less than two. The use of the term for polynomials stems from the fact that the
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that passes through the origin. An example of a linear polynomial in the variables
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A Boolean function is linear if one of the following holds for the function's
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Linearity of a homogenous differential equation means that if two functions
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is the branch of mathematics concerned with systems of linear equations.
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there is an even number of Ts assigned to arguments. Specifically,
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is homogeneous for any real number α, and is therefore linear.
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of the rational numbers in the reals implies that any additive
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is used in two distinct senses for two different properties:
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An example of a linear function is the function defined by
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In every row in which the truth value of the function is
926:{\displaystyle f({\tfrac {n}{m}}x)={\tfrac {n}{m}}f(x)} 900: 879: 838: 808: 1449: 1379: 1241: 1161: 1141: 1010: 948:. Important examples of linear operators include the 871: 761: 700: 635: 450: 309: 289: 269: 247: 187: 1225:{\displaystyle a_{0},a_{1},\ldots ,a_{n}\in \{0,1\}} 956:, and other operators constructed from it, such as 944:The concept of linearity can be extended to linear 531:) is a function that satisfies the two properties: 74:. Unsourced material may be challenged and removed. 1468: 1432: 1365: 1224: 1147: 1034: 925: 857: 736: 686: 480: 345: 295: 275: 256: 226: 1840:, vol. 19 (2nd ed.), Providence, R.I.: 1528:of the operation or it never makes a difference. 986:In a different usage to the above definition, a 1433:{\displaystyle b_{1},\ldots ,b_{n}\in \{0,1\}.} 990:of degree 1 is said to be linear, because the 433:of a polynomial in one variable is a straight 355:Linearity of a mapping is closely related to 30:"Linear" redirects here. For other uses, see 8: 1424: 1412: 1219: 1207: 406:Generalized for functions in more than one 1950:"Understanding Linearity and Monotonicity" 1917:"Understanding Linearity and Monotonicity" 1576:governing many systems; for instance, the 1127:Hasse diagram of a linear Boolean function 1954:Foreign Electronic Measurement Technology 1809:, 6th ed., Brooks Cole Cengage Learning. 1454: 1448: 1403: 1384: 1378: 1354: 1341: 1316: 1303: 1287: 1271: 1252: 1240: 1198: 1179: 1166: 1160: 1140: 1009: 899: 878: 870: 837: 807: 760: 699: 634: 625:Additivity alone implies homogeneity for 449: 425:Linearity of a polynomial means that its 308: 288: 268: 246: 234:that maps the real line to a line in the 186: 134:Learn how and when to remove this message 1595:are solutions of the equation, then any 503:, "pertaining to or resembling a line". 27:Properties of mathematical relationships 1768: 997:Over the reals, a simple example of a 7: 1891:The RF transmission systems handbook 1502:, and these functions correspond to 72:adding citations to reliable sources 1622:traces a straight line trajectory. 365:include the linear relationship of 1642:(such as the transistor collector 1135:, a linear function is a function 994:of that form is a straight line. 598:These properties are known as the 25: 1072:Note that this usage of the term 1982: 687:{\displaystyle f(x+x)=f(x)+f(x)} 48: 1877:from the original on 2022-10-09 1838:Graduate Studies in Mathematics 1807:Calculus: Early Transcendentals 618:. A more special definition of 59:needs additional citations for 1830:Partial differential equations 1506:over the Boolean vector space. 1360: 1334: 1322: 1296: 1277: 1245: 1088:in the example – equals 0. If 920: 914: 893: 875: 852: 834: 822: 801: 792: 783: 774: 768: 731: 725: 713: 704: 681: 675: 666: 660: 651: 639: 460: 454: 221: 203: 197: 191: 1: 1987:The dictionary definition of 1842:American Mathematical Society 1922:. analogZONE. Archived from 1827:Evans, Lawrence C. (2010) , 1737:Linear differential equation 1095:, the function is called an 227:{\displaystyle f(x)=(ax,bx)} 1888:Whitaker, Jerry C. (2002). 1776:Edwards, Harold M. (1995). 1099:(see in greater generality 737:{\displaystyle f(nx)=nf(x)} 610:, but can in general be an 444:Because a function such as 381:), and the relationship of 346:{\displaystyle aX+bY+cZ+d.} 2028: 1948:Kolts, Bertram S. (2005). 1915:Kolts, Bertram S. (2005). 1684: 1557: 1116: 975: 36: 29: 481:{\displaystyle f(x)=ax+b} 146:In mathematics, the term 1782:. Springer. p. 78. 1035:{\displaystyle y=mx+b\ } 489:clear from the context. 37:Not to be confused with 1560:Superposition principle 1469:{\displaystyle a_{0}=1} 600:superposition principle 420:superposition principle 32:Linear (disambiguation) 1703: 1574:differential equations 1550:are linear functions. 1470: 1434: 1367: 1226: 1155:for which there exist 1149: 1128: 1036: 927: 859: 753:mathematical induction 738: 688: 602:. In this definition, 482: 347: 297: 277: 258: 228: 1693: 1638:, is where an output 1572:is a property of the 1536:Logical biconditional 1471: 1435: 1368: 1227: 1150: 1126: 1101:affine transformation 1037: 966:differential equation 954:differential operator 928: 860: 739: 689: 606:is not necessarily a 483: 348: 298: 278: 259: 229: 1757:Linear interpolation 1447: 1377: 1239: 1159: 1139: 1049:is often called the 1008: 869: 759: 698: 633: 448: 418:, also known as the 375:electrical conductor 307: 287: 267: 245: 185: 68:improve this article 18:Linear (mathematics) 1929:on February 4, 2012 1616:number of photons. 992:graph of a function 939:continuous function 2012:Physical phenomena 2007:Elementary algebra 1732:Linear programming 1687:Integral linearity 1681:Integral linearity 1640:dependent variable 1614:absolute threshold 1597:linear combination 1582:diffusion equation 1518:(F, F, ..., F) = T 1500:(F, F, ..., F) = F 1466: 1430: 1363: 1222: 1145: 1129: 1032: 972:Linear polynomials 923: 909: 888: 855: 847: 817: 734: 684: 516:In mathematics, a 478: 343: 293: 273: 257:{\displaystyle X,} 254: 224: 1901:978-0-8493-0973-1 1859:978-0-8218-4974-3 1815:978-0-495-01166-8 1664:linear amplifiers 1578:Maxwell equations 1148:{\displaystyle f} 1113:Boolean functions 1031: 908: 887: 846: 816: 296:{\displaystyle Z} 276:{\displaystyle Y} 144: 143: 136: 118: 16:(Redirected from 2019: 1986: 1970: 1969: 1967: 1965: 1945: 1939: 1938: 1936: 1934: 1928: 1921: 1912: 1906: 1905: 1885: 1879: 1878: 1876: 1835: 1824: 1818: 1800: 1794: 1793: 1773: 1607: 1519: 1501: 1475: 1473: 1472: 1467: 1459: 1458: 1439: 1437: 1436: 1431: 1408: 1407: 1389: 1388: 1372: 1370: 1369: 1364: 1359: 1358: 1346: 1345: 1321: 1320: 1308: 1307: 1292: 1291: 1276: 1275: 1257: 1256: 1231: 1229: 1228: 1223: 1203: 1202: 1184: 1183: 1171: 1170: 1154: 1152: 1151: 1146: 1094: 1041: 1039: 1038: 1033: 1029: 952:considered as a 932: 930: 929: 924: 910: 901: 889: 880: 864: 862: 861: 856: 848: 839: 818: 809: 743: 741: 740: 735: 693: 691: 690: 685: 593: 568: 487: 485: 484: 479: 352: 350: 349: 344: 302: 300: 299: 294: 282: 280: 279: 274: 263: 261: 260: 255: 233: 231: 230: 225: 139: 132: 128: 125: 119: 117: 76: 52: 44: 21: 2027: 2026: 2022: 2021: 2020: 2018: 2017: 2016: 1997: 1996: 1979: 1974: 1973: 1963: 1961: 1947: 1946: 1942: 1932: 1930: 1926: 1919: 1914: 1913: 1909: 1902: 1887: 1886: 1882: 1874: 1860: 1850:10.1090/gsm/019 1833: 1826: 1825: 1821: 1801: 1797: 1790: 1775: 1774: 1770: 1765: 1712:Linear actuator 1708: 1701: 1689: 1683: 1656:audio amplifier 1628: 1599: 1562: 1556: 1514: 1496: 1450: 1445: 1444: 1399: 1380: 1375: 1374: 1350: 1337: 1312: 1299: 1283: 1267: 1248: 1237: 1236: 1194: 1175: 1162: 1157: 1156: 1137: 1136: 1133:Boolean algebra 1121: 1119:Parity function 1115: 1097:affine function 1089: 1006: 1005: 999:linear equation 984: 978:Linear equation 976:Main articles: 974: 867: 866: 757: 756: 696: 695: 631: 630: 620:linear function 576: 539: 522:linear function 514: 509: 446: 445: 439:linear equation 437:. In the term " 358:proportionality 305: 304: 285: 284: 265: 264: 243: 242: 236:Euclidean plane 183: 182: 171:linearity of a 156:linearity of a 140: 129: 123: 120: 77: 75: 65: 53: 42: 35: 28: 23: 22: 15: 12: 11: 5: 2025: 2023: 2015: 2014: 2009: 1999: 1998: 1995: 1994: 1978: 1977:External links 1975: 1972: 1971: 1940: 1907: 1900: 1880: 1858: 1819: 1803:Stewart, James 1795: 1788: 1779:Linear Algebra 1767: 1766: 1764: 1761: 1760: 1759: 1754: 1749: 1744: 1739: 1734: 1729: 1724: 1719: 1717:Linear element 1714: 1707: 1704: 1685:Main article: 1682: 1679: 1660:linear filters 1646:) is directly 1627: 1624: 1558:Main article: 1555: 1552: 1522: 1521: 1507: 1465: 1462: 1457: 1453: 1441: 1440: 1429: 1426: 1423: 1420: 1417: 1414: 1411: 1406: 1402: 1398: 1395: 1392: 1387: 1383: 1362: 1357: 1353: 1349: 1344: 1340: 1336: 1333: 1330: 1327: 1324: 1319: 1315: 1311: 1306: 1302: 1298: 1295: 1290: 1286: 1282: 1279: 1274: 1270: 1266: 1263: 1260: 1255: 1251: 1247: 1244: 1221: 1218: 1215: 1212: 1209: 1206: 1201: 1197: 1193: 1190: 1187: 1182: 1178: 1174: 1169: 1165: 1144: 1117:Main article: 1114: 1111: 1107:Linear algebra 1078:if and only if 1043: 1042: 1028: 1025: 1022: 1019: 1016: 1013: 982:Linear algebra 973: 970: 922: 919: 916: 913: 907: 904: 898: 895: 892: 886: 883: 877: 874: 854: 851: 845: 842: 836: 833: 830: 827: 824: 821: 815: 812: 806: 803: 800: 797: 794: 791: 788: 785: 782: 779: 776: 773: 770: 767: 764: 746:natural number 733: 730: 727: 724: 721: 718: 715: 712: 709: 706: 703: 683: 680: 677: 674: 671: 668: 665: 662: 659: 656: 653: 650: 647: 644: 641: 638: 596: 595: 570: 513: 510: 508: 507:In mathematics 505: 477: 474: 471: 468: 465: 462: 459: 456: 453: 395:kinetic energy 361:. Examples in 342: 339: 336: 333: 330: 327: 324: 321: 318: 315: 312: 292: 272: 253: 250: 223: 220: 217: 214: 211: 208: 205: 202: 199: 196: 193: 190: 179: 178: 169: 142: 141: 56: 54: 47: 26: 24: 14: 13: 10: 9: 6: 4: 3: 2: 2024: 2013: 2010: 2008: 2005: 2004: 2002: 1993:at Wiktionary 1992: 1991: 1985: 1981: 1980: 1976: 1964:September 25, 1959: 1955: 1951: 1944: 1941: 1933:September 24, 1925: 1918: 1911: 1908: 1903: 1897: 1894:. CRC Press. 1893: 1892: 1884: 1881: 1873: 1869: 1865: 1861: 1855: 1851: 1847: 1843: 1839: 1832: 1831: 1823: 1820: 1817:, Section 1.2 1816: 1812: 1808: 1804: 1799: 1796: 1791: 1789:9780817637316 1785: 1781: 1780: 1772: 1769: 1762: 1758: 1755: 1753: 1750: 1748: 1745: 1743: 1740: 1738: 1735: 1733: 1730: 1728: 1727:Linear system 1725: 1723: 1720: 1718: 1715: 1713: 1710: 1709: 1705: 1702: 1699: 1692: 1688: 1680: 1678: 1676: 1675:technological 1672: 1667: 1665: 1661: 1657: 1654: 1653:high fidelity 1649: 1645: 1641: 1637: 1633: 1625: 1623: 1621: 1620:Linear motion 1617: 1615: 1609: 1606: 1602: 1598: 1594: 1590: 1585: 1583: 1579: 1575: 1571: 1567: 1561: 1553: 1551: 1549: 1548:contradiction 1545: 1541: 1537: 1533: 1529: 1527: 1517: 1512: 1508: 1505: 1499: 1494: 1490: 1486: 1485: 1484: 1482: 1477: 1463: 1460: 1455: 1451: 1443:Note that if 1427: 1421: 1418: 1415: 1409: 1404: 1400: 1396: 1393: 1390: 1385: 1381: 1355: 1351: 1347: 1342: 1338: 1331: 1328: 1325: 1317: 1313: 1309: 1304: 1300: 1293: 1288: 1284: 1280: 1272: 1268: 1264: 1261: 1258: 1253: 1249: 1242: 1235: 1234: 1233: 1216: 1213: 1210: 1204: 1199: 1195: 1191: 1188: 1185: 1180: 1176: 1172: 1167: 1163: 1142: 1134: 1125: 1120: 1112: 1110: 1108: 1104: 1102: 1098: 1092: 1087: 1083: 1082:constant term 1079: 1075: 1070: 1068: 1064: 1060: 1056: 1052: 1048: 1026: 1023: 1020: 1017: 1014: 1011: 1004: 1003: 1002: 1001:is given by: 1000: 995: 993: 989: 983: 979: 971: 969: 967: 963: 959: 955: 951: 947: 942: 940: 936: 917: 911: 905: 902: 896: 890: 884: 881: 872: 849: 843: 840: 831: 828: 825: 819: 813: 810: 804: 798: 795: 789: 786: 780: 777: 771: 765: 762: 754: 750: 747: 728: 722: 719: 716: 710: 707: 701: 678: 672: 669: 663: 657: 654: 648: 645: 642: 636: 628: 623: 621: 617: 613: 609: 605: 601: 591: 587: 583: 579: 575:of degree 1: 574: 571: 566: 562: 558: 554: 550: 546: 542: 537: 534: 533: 532: 530: 526: 523: 519: 511: 506: 504: 502: 499: 495: 490: 475: 472: 469: 466: 463: 457: 451: 442: 440: 436: 432: 428: 423: 421: 417: 413: 409: 404: 402: 401: 396: 392: 388: 384: 380: 376: 372: 368: 364: 360: 359: 353: 340: 337: 334: 331: 328: 325: 322: 319: 316: 313: 310: 290: 270: 251: 248: 240: 237: 218: 215: 212: 209: 206: 200: 194: 188: 176: 175: 170: 167: 166: 161: 160: 155: 154: 153: 151: 150: 138: 135: 127: 124:December 2007 116: 113: 109: 106: 102: 99: 95: 92: 88: 85: –  84: 80: 79:Find sources: 73: 69: 63: 62: 57:This article 55: 51: 46: 45: 40: 33: 19: 1989: 1962:. Retrieved 1957: 1953: 1943: 1931:. Retrieved 1924:the original 1910: 1890: 1883: 1829: 1822: 1806: 1798: 1778: 1771: 1752:Linear motor 1694: 1690: 1668: 1666:in general. 1648:proportional 1629: 1618: 1610: 1604: 1600: 1592: 1588: 1586: 1569: 1563: 1540:exclusive or 1530: 1523: 1515: 1497: 1478: 1442: 1130: 1105: 1096: 1090: 1085: 1073: 1071: 1066: 1058: 1046: 1044: 996: 985: 943: 748: 624: 616:vector space 603: 597: 589: 585: 581: 577: 564: 560: 556: 552: 548: 544: 540: 528: 524: 515: 500: 493: 491: 443: 424: 405: 398: 356: 354: 238: 180: 172: 163: 157: 148: 147: 145: 130: 121: 111: 104: 97: 90: 78: 66:Please help 61:verification 58: 1747:Multilinear 1722:Linear foot 1632:electronics 1626:Electronics 1526:truth value 1511:truth value 1504:linear maps 1481:truth table 1063:y-intercept 755:, and then 608:real number 573:Homogeneity 512:Linear maps 496:comes from 83:"Linearity" 2001:Categories 1960:(5): 30–31 1763:References 1698:full scale 1671:scientific 1636:transistor 1232:such that 988:polynomial 950:derivative 594:for all α. 536:Additivity 518:linear map 174:polynomial 94:newspapers 1990:linearity 1608:is, too. 1570:linearity 1544:tautology 1410:∈ 1394:… 1348:∧ 1332:⊕ 1329:⋯ 1326:⊕ 1310:∧ 1294:⊕ 1262:… 1205:∈ 1189:… 964:. When a 962:Laplacian 946:operators 629:α, since 492:The word 408:dimension 400:nonlinear 379:Ohm's law 1872:archived 1805:(2008). 1742:Bilinear 1706:See also 1669:In most 1532:Negation 1373:, where 1055:gradient 960:and the 865:implies 744:for any 694:implies 627:rational 501:linearis 412:addition 391:velocity 159:function 1868:2597943 1644:current 1580:or the 1566:physics 1554:Physics 1069:-axis. 935:density 614:of any 612:element 416:scaling 371:current 367:voltage 363:physics 165:mapping 108:scholar 39:Lineage 1898:  1866:  1856:  1813:  1786:  1662:, and 1546:, and 1074:linear 1057:, and 1045:where 1030:  933:. The 584:) = α 494:linear 427:degree 397:, are 387:weight 373:in an 149:linear 110:  103:  96:  89:  81:  1927:(PDF) 1920:(PDF) 1875:(PDF) 1834:(PDF) 1051:slope 498:Latin 431:graph 115:JSTOR 101:books 1966:2014 1935:2014 1896:ISBN 1854:ISBN 1811:ISBN 1784:ISBN 1673:and 1591:and 1080:the 1061:the 980:and 559:) + 551:) = 435:line 414:and 393:and 385:and 383:mass 369:and 283:and 162:(or 87:news 1846:doi 1630:In 1564:In 1131:In 1103:). 1093:≠ 0 1053:or 958:del 751:by 520:or 303:is 70:by 2003:: 1958:24 1956:. 1952:. 1870:, 1864:MR 1862:, 1852:, 1844:, 1836:, 1605:bg 1603:+ 1601:af 1584:. 1568:, 1542:, 1538:, 1534:, 1483:: 1084:– 580:(α 547:+ 538:: 422:. 403:. 168:); 1968:. 1937:. 1904:. 1848:: 1792:. 1593:g 1589:f 1520:. 1516:f 1498:f 1493:F 1489:T 1464:1 1461:= 1456:0 1452:a 1428:. 1425:} 1422:1 1419:, 1416:0 1413:{ 1405:n 1401:b 1397:, 1391:, 1386:1 1382:b 1361:) 1356:n 1352:b 1343:n 1339:a 1335:( 1323:) 1318:1 1314:b 1305:1 1301:a 1297:( 1289:0 1285:a 1281:= 1278:) 1273:n 1269:b 1265:, 1259:, 1254:1 1250:b 1246:( 1243:f 1220:} 1217:1 1214:, 1211:0 1208:{ 1200:n 1196:a 1192:, 1186:, 1181:1 1177:a 1173:, 1168:0 1164:a 1143:f 1091:b 1086:b 1067:y 1059:b 1047:m 1027:b 1024:+ 1021:x 1018:m 1015:= 1012:y 921:) 918:x 915:( 912:f 906:m 903:n 897:= 894:) 891:x 885:m 882:n 876:( 873:f 853:) 850:x 844:m 841:n 835:( 832:f 829:m 826:= 823:) 820:x 814:m 811:n 805:m 802:( 799:f 796:= 793:) 790:x 787:n 784:( 781:f 778:= 775:) 772:x 769:( 766:f 763:n 749:n 732:) 729:x 726:( 723:f 720:n 717:= 714:) 711:x 708:n 705:( 702:f 682:) 679:x 676:( 673:f 670:+ 667:) 664:x 661:( 658:f 655:= 652:) 649:x 646:+ 643:x 640:( 637:f 604:x 592:) 590:x 588:( 586:f 582:x 578:f 569:. 567:) 565:y 563:( 561:f 557:x 555:( 553:f 549:y 545:x 543:( 541:f 529:x 527:( 525:f 476:b 473:+ 470:x 467:a 464:= 461:) 458:x 455:( 452:f 377:( 341:. 338:d 335:+ 332:Z 329:c 326:+ 323:Y 320:b 317:+ 314:X 311:a 291:Z 271:Y 252:, 249:X 239:R 222:) 219:x 216:b 213:, 210:x 207:a 204:( 201:= 198:) 195:x 192:( 189:f 177:. 137:) 131:( 126:) 122:( 112:· 105:· 98:· 91:· 64:. 41:. 34:. 20:)

Index

Linear (mathematics)
Linear (disambiguation)
Lineage

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proportionality
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Ohm's law
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nonlinear
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