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Totally positive matrix

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is defined similarly, except that all the minors must be non-negative (positive or zero). Some authors use "totally positive" to include all totally non-negative matrices.
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Tensor Product Multiplicities, Canonical Bases And Totally Positive Varieties (2001), A. Berenstein, A. Zelevinsky
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Topics which historically led to the development of the theory of total positivity include the study of:
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is a positive number. A totally positive matrix has all entries positive, so it is also a
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Parametrizations of Canonical Bases and Totally Positive Matrices, Arkady Berenstein
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Spectral Properties of Totally Positive Kernels and Matrices, Allan Pinkus
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Spectral Properties of Totally Positive Kernels and Matrices, Allan Pinkus
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is totally positive (by M. G. Krein and some colleagues in the mid-1930s),
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whose nodes are positive and increasing is a totally positive matrix.
1540: 1114: 48: 1592: 1474: 626: 264:{\displaystyle \mathbf {B} =(A_{i_{k}j_{\ell }})_{k\ell }} 499:(by I. J. Schoenberg in the late 1940s and early 1950s). 440: 400: 280: 209: 151: 89: 540: 448: 423: 372: 263: 187: 129: 1645: 401: 541:George M. Phillips (2003), "Total Positivity", 543:Interpolation and Approximation by Polynomials 1628: 642: 582: 182: 158: 1635: 1621: 1216:Fundamental (linear differential equation) 649: 635: 130:{\displaystyle \mathbf {A} =(A_{ij})_{ij}} 67:totally positive matrix is therefore also 476:and matrices which are totally positive, 1521:Matrix representation of conic sections 424:{\displaystyle \det(\mathbf {B} )>0} 1646: 493:(started by I. J. Schoenberg in 1930), 188:{\displaystyle p\in \{1,2,\ldots ,n\}} 630: 1587: 563: 561: 13: 656: 576: 14: 1675: 605: 558: 1591: 1555: 491:variation diminishing properties 442: 408: 211: 91: 1423:Used in science and engineering 480:ordinary differential equations 325: 666:Explicitly constrained entries 534: 412: 404: 249: 218: 115: 98: 1: 1440:Fundamental (computer vision) 527: 456:that can be formed this way. 78: 1607:. You can help Knowledge by 449:{\displaystyle \mathbf {B} } 7: 1206:Duplication and elimination 1005:eigenvalues or eigenvectors 515: 503: 73:totally non-negative matrix 43:are positive: that is, the 10: 1680: 1586: 1139:With specific applications 768:Discrete Fourier Transform 589:Cambridge University Press 459: 15: 1549: 1498: 1430:Cabibbo–Kobayashi–Maskawa 1422: 1368: 1304: 1138: 1057:Satisfying conditions on 1056: 1002: 941: 665: 585:Totally Positive Matrices 545:, Springer, p. 274, 497:PĂłlya frequency functions 22:Positive-definite matrix 16:Not to be confused with 788:Generalized permutation 389:totally positive matrix 59:positive (and positive 33:totally positive matrix 1603:-related article is a 1562:Mathematics portal 450: 425: 374: 265: 203:submatrix of the form 189: 131: 583:Allan Pinkus (2009), 451: 426: 375: 266: 190: 145:matrix. Consider any 132: 1664:Linear algebra stubs 438: 434:for all submatrices 398: 278: 207: 149: 87: 1511:Linear independence 758:Diagonally dominant 1516:Matrix exponential 1506:Jordan normal form 1340:Fisher information 1211:Euclidean distance 1125:Totally unimodular 510:Vandermonde matrix 446: 421: 370: 261: 185: 127: 1616: 1615: 1581: 1580: 1573:Category:Matrices 1445:Fuzzy associative 1335:Doubly stochastic 1043:Positive-definite 723:Block tridiagonal 69:positive-definite 55:; and it has all 39:in which all the 1671: 1637: 1630: 1623: 1595: 1588: 1568:List of matrices 1560: 1559: 1536:Row echelon form 1480:State transition 1409:Seidel adjacency 1291:Totally positive 1151:Alternating sign 748:Complex Hadamard 651: 644: 637: 628: 627: 601: 570: 565: 556: 555: 538: 484:Green's function 455: 453: 452: 447: 445: 430: 428: 427: 422: 411: 379: 377: 376: 371: 360: 359: 341: 340: 315: 314: 296: 295: 270: 268: 267: 262: 260: 259: 247: 246: 245: 244: 235: 234: 214: 194: 192: 191: 186: 136: 134: 133: 128: 126: 125: 113: 112: 94: 57:principal minors 47:of every square 1679: 1678: 1674: 1673: 1672: 1670: 1669: 1668: 1644: 1643: 1642: 1641: 1584: 1582: 1577: 1554: 1545: 1494: 1418: 1364: 1300: 1134: 1052: 998: 937: 738:Centrosymmetric 661: 655: 608: 599: 579: 577:Further reading 574: 573: 566: 559: 553: 539: 535: 530: 522:Compound matrix 518: 508:For example, a 506: 462: 441: 439: 436: 435: 407: 399: 396: 395: 355: 351: 336: 332: 310: 306: 291: 287: 279: 276: 275: 252: 248: 240: 236: 230: 226: 225: 221: 210: 208: 205: 204: 150: 147: 146: 118: 114: 105: 101: 90: 88: 85: 84: 81: 53:positive matrix 25: 18:Positive matrix 12: 11: 5: 1677: 1667: 1666: 1661: 1656: 1640: 1639: 1632: 1625: 1617: 1614: 1613: 1601:linear algebra 1596: 1579: 1578: 1576: 1575: 1570: 1565: 1550: 1547: 1546: 1544: 1543: 1538: 1533: 1528: 1526:Perfect matrix 1523: 1518: 1513: 1508: 1502: 1500: 1496: 1495: 1493: 1492: 1487: 1482: 1477: 1472: 1467: 1462: 1457: 1452: 1447: 1442: 1437: 1432: 1426: 1424: 1420: 1419: 1417: 1416: 1411: 1406: 1401: 1396: 1391: 1386: 1381: 1375: 1373: 1366: 1365: 1363: 1362: 1357: 1352: 1347: 1342: 1337: 1332: 1327: 1322: 1317: 1311: 1309: 1302: 1301: 1299: 1298: 1296:Transformation 1293: 1288: 1283: 1278: 1273: 1268: 1263: 1258: 1253: 1248: 1243: 1238: 1233: 1228: 1223: 1218: 1213: 1208: 1203: 1198: 1193: 1188: 1183: 1178: 1173: 1168: 1163: 1158: 1153: 1148: 1142: 1140: 1136: 1135: 1133: 1132: 1127: 1122: 1117: 1112: 1107: 1102: 1097: 1092: 1087: 1082: 1073: 1067: 1065: 1054: 1053: 1051: 1050: 1045: 1040: 1035: 1033:Diagonalizable 1030: 1025: 1020: 1015: 1009: 1007: 1003:Conditions on 1000: 999: 997: 996: 991: 986: 981: 976: 971: 966: 961: 956: 951: 945: 943: 939: 938: 936: 935: 930: 925: 920: 915: 910: 905: 900: 895: 890: 885: 883:Skew-symmetric 880: 878:Skew-Hermitian 875: 870: 865: 860: 855: 850: 845: 840: 835: 830: 825: 820: 815: 810: 805: 800: 795: 790: 785: 780: 775: 770: 765: 760: 755: 750: 745: 740: 735: 730: 725: 720: 715: 713:Block-diagonal 710: 705: 700: 695: 690: 688:Anti-symmetric 685: 683:Anti-Hermitian 680: 675: 669: 667: 663: 662: 654: 653: 646: 639: 631: 625: 624: 619: 614: 607: 606:External links 604: 603: 602: 597: 578: 575: 572: 571: 557: 551: 532: 531: 529: 526: 525: 524: 517: 514: 505: 502: 501: 500: 494: 487: 477: 472:properties of 461: 458: 444: 432: 431: 420: 417: 414: 410: 406: 403: 381: 380: 369: 366: 363: 358: 354: 350: 347: 344: 339: 335: 331: 328: 324: 321: 318: 313: 309: 305: 302: 299: 294: 290: 286: 283: 258: 255: 251: 243: 239: 233: 229: 224: 220: 217: 213: 184: 181: 178: 175: 172: 169: 166: 163: 160: 157: 154: 124: 121: 117: 111: 108: 104: 100: 97: 93: 80: 77: 9: 6: 4: 3: 2: 1676: 1665: 1662: 1660: 1657: 1655: 1654:Matrix theory 1652: 1651: 1649: 1638: 1633: 1631: 1626: 1624: 1619: 1618: 1612: 1610: 1606: 1602: 1597: 1594: 1590: 1589: 1585: 1574: 1571: 1569: 1566: 1564: 1563: 1558: 1552: 1551: 1548: 1542: 1539: 1537: 1534: 1532: 1531:Pseudoinverse 1529: 1527: 1524: 1522: 1519: 1517: 1514: 1512: 1509: 1507: 1504: 1503: 1501: 1499:Related terms 1497: 1491: 1490:Z (chemistry) 1488: 1486: 1483: 1481: 1478: 1476: 1473: 1471: 1468: 1466: 1463: 1461: 1458: 1456: 1453: 1451: 1448: 1446: 1443: 1441: 1438: 1436: 1433: 1431: 1428: 1427: 1425: 1421: 1415: 1412: 1410: 1407: 1405: 1402: 1400: 1397: 1395: 1392: 1390: 1387: 1385: 1382: 1380: 1377: 1376: 1374: 1372: 1367: 1361: 1358: 1356: 1353: 1351: 1348: 1346: 1343: 1341: 1338: 1336: 1333: 1331: 1328: 1326: 1323: 1321: 1318: 1316: 1313: 1312: 1310: 1308: 1303: 1297: 1294: 1292: 1289: 1287: 1284: 1282: 1279: 1277: 1274: 1272: 1269: 1267: 1264: 1262: 1259: 1257: 1254: 1252: 1249: 1247: 1244: 1242: 1239: 1237: 1234: 1232: 1229: 1227: 1224: 1222: 1219: 1217: 1214: 1212: 1209: 1207: 1204: 1202: 1199: 1197: 1194: 1192: 1189: 1187: 1184: 1182: 1179: 1177: 1174: 1172: 1169: 1167: 1164: 1162: 1159: 1157: 1154: 1152: 1149: 1147: 1144: 1143: 1141: 1137: 1131: 1128: 1126: 1123: 1121: 1118: 1116: 1113: 1111: 1108: 1106: 1103: 1101: 1098: 1096: 1093: 1091: 1088: 1086: 1083: 1081: 1077: 1074: 1072: 1069: 1068: 1066: 1064: 1060: 1055: 1049: 1046: 1044: 1041: 1039: 1036: 1034: 1031: 1029: 1026: 1024: 1021: 1019: 1016: 1014: 1011: 1010: 1008: 1006: 1001: 995: 992: 990: 987: 985: 982: 980: 977: 975: 972: 970: 967: 965: 962: 960: 957: 955: 952: 950: 947: 946: 944: 940: 934: 931: 929: 926: 924: 921: 919: 916: 914: 911: 909: 906: 904: 901: 899: 896: 894: 891: 889: 886: 884: 881: 879: 876: 874: 871: 869: 866: 864: 861: 859: 856: 854: 851: 849: 848:Pentadiagonal 846: 844: 841: 839: 836: 834: 831: 829: 826: 824: 821: 819: 816: 814: 811: 809: 806: 804: 801: 799: 796: 794: 791: 789: 786: 784: 781: 779: 776: 774: 771: 769: 766: 764: 761: 759: 756: 754: 751: 749: 746: 744: 741: 739: 736: 734: 731: 729: 726: 724: 721: 719: 716: 714: 711: 709: 706: 704: 701: 699: 696: 694: 691: 689: 686: 684: 681: 679: 678:Anti-diagonal 676: 674: 671: 670: 668: 664: 659: 652: 647: 645: 640: 638: 633: 632: 629: 623: 620: 618: 615: 613: 610: 609: 600: 598:9780521194082 594: 590: 586: 581: 580: 569: 564: 562: 554: 552:9780387002156 548: 544: 537: 533: 523: 520: 519: 513: 511: 498: 495: 492: 488: 485: 481: 478: 475: 471: 467: 466: 465: 457: 418: 415: 394: 393: 392: 390: 386: 367: 364: 361: 356: 352: 348: 345: 342: 337: 333: 329: 326: 322: 319: 316: 311: 307: 303: 300: 297: 292: 288: 284: 281: 274: 273: 272: 256: 253: 241: 237: 231: 227: 222: 215: 202: 198: 179: 176: 173: 170: 167: 164: 161: 155: 152: 144: 140: 122: 119: 109: 106: 102: 95: 76: 74: 70: 66: 62: 58: 54: 50: 46: 42: 38: 34: 30: 23: 19: 1659:Determinants 1609:expanding it 1598: 1583: 1553: 1485:Substitution 1371:graph theory 1290: 868:Quaternionic 858:Persymmetric 584: 542: 536: 507: 463: 433: 388: 384: 382: 200: 196: 142: 138: 82: 72: 35:is a square 32: 26: 1460:Hamiltonian 1384:Biadjacency 1320:Correlation 1236:Householder 1186:Commutation 923:Vandermonde 918:Tridiagonal 853:Permutation 843:Nonnegative 828:Matrix unit 708:Bisymmetric 61:eigenvalues 45:determinant 29:mathematics 1648:Categories 1360:Transition 1355:Stochastic 1325:Covariance 1307:statistics 1286:Symplectic 1281:Similarity 1110:Unimodular 1105:Orthogonal 1090:Involutory 1085:Invertible 1080:Projection 1076:Idempotent 1018:Convergent 913:Triangular 863:Polynomial 808:Hessenberg 778:Equivalent 773:Elementary 753:Copositive 743:Conference 703:Bidiagonal 528:References 79:Definition 1541:Wronskian 1465:Irregular 1455:Gell-Mann 1404:Laplacian 1399:Incidence 1379:Adjacency 1350:Precision 1315:Centering 1221:Generator 1191:Confusion 1176:Circulant 1156:Augmented 1115:Unipotent 1095:Nilpotent 1071:Congruent 1048:Stieltjes 1023:Defective 1013:Companion 984:Redheffer 903:Symmetric 898:Sylvester 873:Signature 803:Hermitian 783:Frobenius 693:Arrowhead 673:Alternant 362:≤ 346:… 330:≤ 317:≤ 301:… 285:≤ 257:ℓ 242:ℓ 174:… 156:∈ 65:symmetric 49:submatrix 1369:Used in 1305:Used in 1266:Rotation 1241:Jacobian 1201:Distance 1181:Cofactor 1166:Carleman 1146:Adjugate 1130:Weighing 1063:inverses 1059:products 1028:Definite 959:Identity 949:Exchange 942:Constant 908:Toeplitz 793:Hadamard 763:Diagonal 516:See also 504:Examples 470:spectral 195:and any 1470:Overlap 1435:Density 1394:Edmonds 1271:Seifert 1231:Hessian 1196:Coxeter 1120:Unitary 1038:Hurwitz 969:Of ones 954:Hilbert 888:Skyline 833:Metzler 823:Logical 818:Integer 728:Boolean 660:classes 474:kernels 460:History 271:where: 1389:Degree 1330:Design 1261:Random 1251:Payoff 1246:Moment 1171:Cartan 1161:BĂ©zout 1100:Normal 974:Pascal 964:Lehmer 893:Sparse 813:Hollow 798:Hankel 733:Cauchy 658:Matrix 595:  549:  482:whose 137:be an 41:minors 37:matrix 1599:This 1450:Gamma 1414:Tutte 1276:Shear 989:Shift 979:Pauli 928:Walsh 838:Moore 718:Block 387:is a 383:Then 63:). A 1605:stub 1256:Pick 1226:Gram 994:Zero 698:Band 593:ISBN 547:ISBN 489:the 468:the 416:> 391:if: 349:< 343:< 304:< 298:< 83:Let 71:. A 31:, a 20:and 1345:Hat 1078:or 1061:or 402:det 27:In 1650:: 591:, 587:, 560:^ 199:Ă— 141:Ă— 1636:e 1629:t 1622:v 1611:. 1475:S 933:Z 650:e 643:t 636:v 443:B 419:0 413:) 409:B 405:( 385:A 368:. 365:n 357:p 353:j 338:1 334:j 327:1 323:, 320:n 312:p 308:i 293:1 289:i 282:1 254:k 250:) 238:j 232:k 228:i 223:A 219:( 216:= 212:B 201:p 197:p 183:} 180:n 177:, 171:, 168:2 165:, 162:1 159:{ 153:p 143:n 139:n 123:j 120:i 116:) 110:j 107:i 103:A 99:( 96:= 92:A 24:.

Index

Positive matrix
Positive-definite matrix
mathematics
matrix
minors
determinant
submatrix
positive matrix
principal minors
eigenvalues
symmetric
positive-definite
spectral
kernels
ordinary differential equations
Green's function
variation diminishing properties
PĂłlya frequency functions
Vandermonde matrix
Compound matrix
ISBN
9780387002156


Spectral Properties of Totally Positive Kernels and Matrices, Allan Pinkus
Cambridge University Press
ISBN
9780521194082
Spectral Properties of Totally Positive Kernels and Matrices, Allan Pinkus
Parametrizations of Canonical Bases and Totally Positive Matrices, Arkady Berenstein

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