Knowledge

Delay differential equation

Source 📝

2857: 2568: 778:
controllers: one could think that the simplest approach would consist in replacing them by some finite-dimensional approximations. Unfortunately, ignoring effects which are adequately represented by DDEs is not a general alternative: in the best situation (constant and known delays), it leads to the
3864: 3694: 757:
Aftereffect is an applied problem: it is well known that, together with the increasing expectations of dynamic performances, engineers need their models to behave more like the real process. Many processes include aftereffect phenomena in their inner dynamics. In addition,
770:
that are now involved in feedback control loops introduce such delays. Finally, besides actual delays, time lags are frequently used to simplify very high order models. Then, the interest for DDEs keeps on growing in all scientific areas and, especially, in control
4183:
more involved. The spectrum does however have some properties which can be exploited in the analysis. For instance, even though there are an infinite number of eigenvalues, there are only a finite number of eigenvalues in any vertical strip of the complex plane.
3498: 3137: 4167: 2424: 1258: 3699: 1085: 4031: 1601: 4707: 3503: 2852:{\displaystyle {\begin{aligned}x(t)=x(\tau )+\int _{s=\tau }^{t}{\frac {d}{dt}}x(s)\,ds&=(a\tau +1)+a\int _{s=\tau }^{t}\left(a(s-\tau )+1\right)ds\\&=(a\tau +1)+a\int _{s=0}^{t-\tau }\left(as+1\right)ds,\end{aligned}}} 3345: 1396: 2979: 3225: 2089: 3355: 1668: 3002: 1757: 1448: 4565: 4191:
and there are many methods to compute the spectrum numerically. In some special situations it is possible to solve the characteristic equation explicitly. Consider, for example, the following DDE:
1875: 929: 2573: 4457: 4040: 2135:. This can be continued for the successive intervals by using the solution to the previous interval as inhomogeneous term. In practice, the initial value problem is often solved numerically. 1933: 2224: 989: 2266: 4260: 1130: 4305: 839: 741:, systems with aftereffect or dead-time, hereditary systems, equations with deviating argument, or differential-difference equations. They belong to the class of systems with the 4357: 3885: 1455: 2133: 1117: 2520: 4594: 4589: 3230: 2259: 779:
same degree of complexity in the control design. In worst cases (time-varying delays, for instance), it is potentially disastrous in terms of stability and oscillations.
2470: 1265: 1994: 708: 2561: 1014: 449: 4736: 1009: 1965: 3859:{\displaystyle y=\int _{-\infty }^{0}x(t+\tau )\cos(\alpha \tau +\beta )\,d\tau ,\quad z=\int _{-\infty }^{0}x(t+\tau )\sin(\alpha \tau +\beta )\,d\tau .} 737:
in which the derivative of the unknown function at a certain time is given in terms of the values of the function at previous times. DDEs are also called
2002: 192: 2864: 323: 3142: 5047:
Appeltans, Pieter; Michiels, Wim (2023-04-29). "Analysis and controller-design of time-delay systems using TDS-CONTROL. A tutorial and manual".
3689:{\displaystyle {\frac {d}{dt}}x(t)=f(t,x,y),\quad {\frac {d}{dt}}y(t)=\cos(\beta )x+\alpha z,\quad {\frac {d}{dt}}z(t)=\sin(\beta )x-\alpha y,} 364: 1676: 5031: 4996: 4961: 4852: 1788:
DDEs are mostly solved in a stepwise fashion with a principle called the method of steps. For instance, consider the DDE with a single delay
254: 4469: 1791: 4179:. Because of the exponential in the characteristic equation, the DDE has, unlike the ODE case, an infinite number of eigenvalues, making a 701: 156: 844: 5354: 575: 229: 5467: 5438: 5409: 5388: 5364: 5276: 5249: 4379: 3879: 1606: 250: 202: 5266: 4194: 5144:"Mathematical Model for the Epidemiology of Tuberculosis, with Estimates of the Reproductive Number and Infection-Delay Function" 4777: 742: 318: 237: 212: 4265: 5513: 4175:
of the characteristic equation are called characteristic roots or eigenvalues and the solution set is often referred to as the
750: 694: 629: 354: 3875: 1401: 790: 746: 272: 182: 369: 5454:. Surveys and Tutorials in the Applied Mathematical Sciences. Vol. 3. New York, NY: Springer Science+Business Media. 197: 187: 4314: 3493:{\displaystyle {\frac {d}{dt}}x(t)=f\left(t,x(t),\int _{-\infty }^{0}x(t+\tau )\cos(\alpha \tau +\beta )\,d\tau \right)} 753:(ODEs) having a finite dimensional state vector. Four points may give a possible explanation of the popularity of DDEs: 644: 495: 398: 285: 207: 1882: 245: 535: 2146: 934: 767: 403: 5111:. Selected Papers, The Third International Conference on the Numerical Solutions of Volterra and Delay Equations. 789:
In spite of their complexity, DDEs often appear as simple infinite-dimensional models in the very complex area of
506: 3132:{\displaystyle {\frac {d}{dt}}x(t)=f\left(t,x(t),\int _{-\infty }^{0}x(t+\tau )e^{\lambda \tau }\,d\tau \right).} 649: 484: 500: 408: 800: 562: 5508: 5105:"Mathematical models and software tools for the glucose-insulin regulatory system and diabetes: an overview" 580: 570: 518: 359: 4802:
Richard, Jean-Pierre (2003). "Time Delay Systems: An overview of some recent advances and open problems".
4188: 4034: 393: 4162:{\displaystyle \det(-\lambda I+A_{0}+A_{1}e^{-\tau _{1}\lambda }+\dotsb +A_{m}e^{-\tau _{m}\lambda })=0.} 2989: 1997: 734: 639: 624: 513: 456: 438: 277: 33: 2094: 1090: 2419:{\displaystyle x(t)=x(0)+\int _{s=0}^{t}{\frac {d}{dt}}x(s)\,ds=1+a\int _{s=0}^{t}\phi (s-\tau )\,ds,} 5192: 5104: 4908: 4176: 2475: 1253:{\displaystyle {\frac {d}{dt}}x(t)=f\left(t,x(t),\int _{-\infty }^{0}x(t+\tau )\,d\mu (\tau )\right)} 525: 461: 434: 5193:"Construction of Lyapunov functionals for delay differential equations in virology and epidemiology" 4896: 4618: 5485: 5375: 4762: 557: 542: 443: 307: 146: 113: 104: 5018:. Advances in Design and Control. Society for Industrial and Applied Mathematics. pp. 33–56. 4572: 5331: 5305: 5069: 5048: 4948:. Advances in Design and Control. Society for Industrial and Applied Mathematics. pp. 3–32. 4924: 4858: 4834: 4782: 4373: 552: 547: 430: 17: 2229: 5401:
Linear Parameter-Varying and Time-Delay Systems: Analysis, Observation, Filtering & Control
2431: 5463: 5434: 5405: 5384: 5360: 5323: 5272: 5245: 5212: 5173: 5165: 5124: 5027: 4992: 4957: 4848: 1970: 1776: 1080:{\displaystyle \mathbb {R} \times \mathbb {R} ^{n}\times C^{1}(\mathbb {R} ,\mathbb {R} ^{n})} 664: 609: 388: 123: 4983:. Advances in Design and Control. Society for Industrial and Applied Mathematics. p. 9. 5455: 5426: 5315: 5237: 5204: 5155: 5116: 5019: 4984: 4949: 4916: 4840: 4811: 4026:{\displaystyle {\frac {d}{dt}}x(t)=A_{0}x(t)+A_{1}x(t-\tau _{1})+\dots +A_{m}x(t-\tau _{m})} 1596:{\displaystyle {\frac {d}{dt}}x(t)=A_{0}x(t)+A_{1}x(t-\tau _{1})+\dots +A_{m}x(t-\tau _{m})} 674: 659: 5449: 5420: 5231: 2988:
In some cases, differential equations can be represented in a format that looks like delay
2525: 5013: 4978: 4943: 4739: 4712: 4180: 614: 530: 57: 5359:. Numerical Mathematics and Scientific Computation. Oxford, UK: Oxford University Press. 669: 4912: 4901:
Proceedings of the Royal Society of London. Series A, Mathematical and Physical Sciences
5160: 5143: 4702:{\displaystyle u(t)={\begin{cases}F(t+1),\quad |t|<1\\0,\quad |t|\geq 1\end{cases}}} 994: 783: 634: 619: 425: 413: 132: 4815: 1938: 5502: 5335: 4928: 4895:
Ockendon, John Richard; Tayler, A. B.; Temple, George Frederick James (1971-05-04).
5490: 4862: 4757: 3340:{\displaystyle {\frac {d}{dt}}x(t)=f(t,x,y),\quad {\frac {d}{dt}}y(t)=x-\lambda y.} 654: 604: 490: 118: 4877: 3882:. The characteristic equation associated with the linear DDE with discrete delays 1391:{\displaystyle {\frac {d}{dt}}x(t)=f(t,x(t),x(t-\tau _{1}),\dots ,x(t-\tau _{m}))} 5399: 5233:
Stability and Oscillations in Delay Differential Equations of Population Dynamics
5208: 2974:{\textstyle x(t)=(a\tau +1)+a(t-\tau )\left({\frac {1}{2}}{a(t-\tau )}+1\right).} 5120: 722: 62: 5319: 5236:. Mathematics and Its Applications. Dordrecht, NL: Kluwer Academic Publishers. 4830: 5459: 5430: 5425:. Applied Mathematical Sciences. Vol. 20. New York, NY: Springer-Verlag. 5241: 679: 5327: 5293: 5216: 5169: 5128: 4844: 3878:, many properties of linear DDEs can be characterized and analyzed using the 5023: 4988: 4953: 3220:{\displaystyle y(t)=\int _{-\infty }^{0}x(t+\tau )e^{\lambda \tau }\,d\tau } 420: 141: 84: 74: 4920: 5177: 5271:. Mathematics in Science and Engineering. San Diego, CA: Academic Press. 4752: 991:
represents the trajectory of the solution in the past. In this equation,
759: 5383:. Mathematics in Science and Engineering. New York, NY: Academic Press. 4897:"The dynamics of a current collection system for an electric locomotive" 4307:
There are an infinite number of solutions to this equation for complex
95: 90: 79: 1775:< 1. This equation and some more general forms are named after the 5268:
Delay Differential Equations with Applications in Population Dynamics
763: 5404:. Advances in Delays and Dynamics. Heidelberg, DE: Springer-Verlag. 5310: 5191:
Kajiwara, Tsuyoshi; Sasaki, Toru; Takeuchi, Yasuhiro (2012-08-01).
5074: 5053: 2084:{\displaystyle {\frac {d}{dt}}\psi (t)=f(\psi (t),\phi (t-\tau )),} 4831:"Simple delay-based implementation of continuous-time controllers" 5068:
Juan Arias de Reyna (2017). "Arithmetic of the Fabius function".
2261:. Then the initial value problem can be solved with integration, 1663:{\displaystyle A_{0},\dotsc ,A_{m}\in \mathbb {R} ^{n\times n}} 4829:
Lavaei, Javad; Sojoudi, Somayeh; Murray, Richard M. (2010).
5089: 4695: 797:
A general form of the time-delay differential equation for
5103:
Makroglou, Athena; Li, Jiaxu; Kuang, Yang (2006-03-01).
1752:{\displaystyle {\frac {d}{dt}}x(t)=ax(t)+bx(\lambda t),} 5142:
Salpeter, Edwin E.; Salpeter, Shelley R. (1998-02-15).
1443:{\displaystyle \tau _{1}>\dots >\tau _{m}\geq 0.} 4560:{\displaystyle {\frac {d}{dt}}u(t)=2u(2t+1)-2u(2t-1).} 2867: 1870:{\displaystyle {\frac {d}{dt}}x(t)=f(x(t),x(t-\tau ))} 5294:"On an electrodynamic origin of quantum fluctuations" 4715: 4597: 4575: 4472: 4382: 4317: 4268: 4197: 4043: 3888: 3702: 3506: 3358: 3233: 3145: 3005: 2571: 2528: 2478: 2434: 2269: 2232: 2149: 2097: 2005: 1973: 1941: 1885: 1794: 1679: 1609: 1458: 1404: 1268: 1133: 1093: 1017: 997: 937: 847: 803: 749:(PDEs) which are infinite dimensional, as opposed to 924:{\displaystyle {\frac {d}{dt}}x(t)=f(t,x(t),x_{t}),} 4836:
Proceedings of the 2010 American Control Conference
5356:Numerical Methods for Delay Differential Equations 4730: 4701: 4583: 4559: 4451: 4351: 4299: 4254: 4161: 4025: 3858: 3688: 3492: 3339: 3219: 3131: 2973: 2851: 2555: 2514: 2464: 2418: 2253: 2218: 2127: 2083: 1988: 1959: 1927: 1869: 1751: 1662: 1595: 1442: 1390: 1252: 1111: 1079: 1003: 983: 923: 833: 5015:Stability and Stabilization of Time-Delay Systems 4980:Stability and Stabilization of Time-Delay Systems 4945:Stability and Stabilization of Time-Delay Systems 782:Voluntary introduction of delays can benefit the 5012:Michiels, Wim; Niculescu, Silviu-Iulian (2007). 4977:Michiels, Wim; Niculescu, Silviu-Iulian (2007). 4942:Michiels, Wim; Niculescu, Silviu-Iulian (2007). 4452:{\displaystyle x(t)=x(0)\,e^{W_{k}(-1)\cdot t}.} 4044: 1928:{\displaystyle \phi \colon \to \mathbb {R} ^{n}} 2219:{\displaystyle f(x(t),x(t-\tau ))=ax(t-\tau )} 984:{\displaystyle x_{t}=\{x(\tau ):\tau \leq t\}} 4878:"The pantograph equation in quantum calculus" 702: 8: 5374:Bellman, Richard; Cooke, Kenneth L. (1963). 4255:{\displaystyle {\frac {d}{dt}}x(t)=-x(t-1).} 2563:we integrate and fit the initial condition, 978: 951: 5197:Nonlinear Analysis: Real World Applications 1996:which is the solution to the inhomogeneous 4300:{\displaystyle -\lambda -e^{-\lambda }=0.} 2472:, where the initial condition is given by 774:Delay systems are still resistant to many 709: 695: 175: 50: 29: 5422:Ordinary and Delay Differential Equations 5353:Bellen, Alfredo; Zennaro, Marino (2003). 5309: 5159: 5073: 5052: 4714: 4681: 4673: 4651: 4643: 4613: 4596: 4577: 4576: 4574: 4473: 4471: 4420: 4415: 4410: 4381: 4328: 4316: 4282: 4267: 4198: 4196: 4139: 4131: 4121: 4097: 4089: 4079: 4066: 4042: 4014: 3992: 3970: 3948: 3923: 3889: 3887: 3846: 3798: 3790: 3769: 3721: 3713: 3701: 3626: 3565: 3507: 3505: 3478: 3430: 3422: 3359: 3357: 3292: 3234: 3232: 3210: 3201: 3173: 3165: 3144: 3114: 3105: 3077: 3069: 3006: 3004: 2937: 2927: 2866: 2802: 2791: 2707: 2696: 2654: 2627: 2621: 2610: 2572: 2570: 2527: 2477: 2433: 2406: 2382: 2371: 2348: 2321: 2315: 2304: 2268: 2231: 2148: 2096: 2006: 2004: 1972: 1940: 1919: 1915: 1914: 1884: 1795: 1793: 1680: 1678: 1648: 1644: 1643: 1633: 1614: 1608: 1584: 1562: 1540: 1518: 1493: 1459: 1457: 1428: 1409: 1403: 1376: 1342: 1269: 1267: 1229: 1205: 1197: 1134: 1132: 1100: 1096: 1095: 1092: 1068: 1064: 1063: 1055: 1054: 1045: 1032: 1028: 1027: 1019: 1018: 1016: 996: 942: 936: 909: 848: 846: 825: 821: 820: 802: 834:{\displaystyle x(t)\in \mathbb {R} ^{n}} 4794: 590: 341: 263: 221: 164: 131: 103: 53: 39: 32: 7: 5451:Applied Delay Differential Equations 1935:. Then the solution on the interval 157:List of named differential equations 4352:{\displaystyle \lambda =W_{k}(-1),} 230:Dependent and independent variables 5161:10.1093/oxfordjournals.aje.a009463 4187:This characteristic equation is a 3794: 3717: 3426: 3169: 3073: 1201: 25: 5377:Differential-Difference Equations 2128:{\displaystyle \psi (0)=\phi (0)} 1112:{\displaystyle \mathbb {R} ^{n}.} 18:Differential-difference equations 5148:American Journal of Epidemiology 4778:Functional differential equation 365:Carathéodory's existence theorem 5292:López, Álvaro G. (2020-09-01). 4672: 4642: 4262:The characteristic equation is 3779: 3625: 3564: 3291: 2515:{\displaystyle x(0)=\phi (0)=1} 751:ordinary differential equations 5486:"Delay-Differential Equations" 4876:Griebel, Thomas (2017-01-01). 4725: 4719: 4682: 4674: 4652: 4644: 4636: 4624: 4607: 4601: 4551: 4536: 4524: 4509: 4497: 4491: 4435: 4426: 4407: 4401: 4392: 4386: 4343: 4334: 4246: 4234: 4222: 4216: 4150: 4047: 4020: 4001: 3976: 3957: 3938: 3932: 3913: 3907: 3843: 3828: 3819: 3807: 3766: 3751: 3742: 3730: 3668: 3662: 3650: 3644: 3607: 3601: 3589: 3583: 3558: 3540: 3531: 3525: 3475: 3460: 3451: 3439: 3412: 3406: 3383: 3377: 3316: 3310: 3285: 3267: 3258: 3252: 3194: 3182: 3155: 3149: 3098: 3086: 3059: 3053: 3030: 3024: 2953: 2941: 2919: 2907: 2898: 2883: 2877: 2871: 2778: 2763: 2733: 2721: 2683: 2668: 2651: 2645: 2600: 2594: 2585: 2579: 2550: 2535: 2522:. Similarly, for the interval 2503: 2497: 2488: 2482: 2444: 2438: 2403: 2391: 2345: 2339: 2294: 2288: 2279: 2273: 2242: 2236: 2213: 2201: 2189: 2186: 2174: 2165: 2159: 2153: 2122: 2116: 2107: 2101: 2075: 2072: 2060: 2051: 2045: 2039: 2030: 2024: 1983: 1977: 1954: 1942: 1910: 1907: 1892: 1864: 1861: 1849: 1840: 1834: 1828: 1819: 1813: 1743: 1734: 1722: 1716: 1704: 1698: 1590: 1571: 1546: 1527: 1508: 1502: 1483: 1477: 1385: 1382: 1363: 1348: 1329: 1320: 1314: 1302: 1293: 1287: 1242: 1236: 1226: 1214: 1187: 1181: 1158: 1152: 1074: 1051: 1011:is a functional operator from 963: 957: 915: 899: 893: 881: 872: 866: 813: 807: 791:partial differential equations 747:partial differential equations 452: / Integral solutions 1: 5109:Applied Numerical Mathematics 4816:10.1016/S0005-1098(03)00167-5 1879:with given initial condition 27:Type of differential equation 5209:10.1016/j.nonrwa.2011.12.011 4584:{\displaystyle \mathbb {R} } 1452:Linear with discrete delays 727:delay differential equations 496:Exponential response formula 242:Coupled / Decoupled 5121:10.1016/j.apnum.2005.04.023 3870:The characteristic equation 5530: 5419:Driver, Rodney D. (1977). 5320:10.1007/s11071-020-05928-5 2254:{\displaystyle \phi (t)=1} 5460:10.1007/978-0-387-74372-1 5431:10.1007/978-1-4684-9467-9 5242:10.1007/978-94-015-7920-9 4767:Classical electrodynamics 2465:{\displaystyle x(t)=at+1} 1771:are constants and 0 < 630:Józef Maria Hoene-Wroński 576:Undetermined coefficients 485:Method of characteristics 370:Cauchy–Kowalevski theorem 5398:Briat, Corentin (2015). 4845:10.1109/ACC.2010.5530439 3227:to get a system of ODEs 1989:{\displaystyle \psi (t)} 355:Picard–Lindelöf theorem 349:Existence and uniqueness 5448:Erneux, Thomas (2009). 5024:10.1137/1.9780898718645 4989:10.1137/1.9780898718645 4954:10.1137/1.9780898718645 3880:characteristic equation 581:Variation of parameters 571:Separation of variables 360:Peano existence theorem 5514:Differential equations 5230:Gopalsamy, K. (1992). 4921:10.1098/rspa.1971.0078 4839:. pp. 5781–5788. 4732: 4703: 4585: 4561: 4453: 4353: 4301: 4256: 4189:nonlinear eigenproblem 4163: 4035:exponential polynomial 4027: 3860: 3690: 3494: 3341: 3221: 3133: 2990:differential equations 2975: 2853: 2557: 2516: 2466: 2420: 2255: 2220: 2129: 2085: 1990: 1961: 1929: 1871: 1753: 1664: 1597: 1444: 1392: 1254: 1113: 1081: 1005: 985: 925: 835: 768:communication networks 650:Carl David Tolmé Runge 193:Differential-algebraic 34:Differential equations 5484:Skip Thompson (ed.). 4733: 4704: 4586: 4562: 4454: 4354: 4302: 4257: 4164: 4028: 3861: 3691: 3495: 3342: 3222: 3134: 2999:Consider an equation 2976: 2854: 2558: 2556:{\displaystyle t\in } 2517: 2467: 2421: 2256: 2221: 2130: 2086: 1998:initial value problem 1991: 1962: 1930: 1872: 1754: 1665: 1598: 1445: 1393: 1255: 1114: 1082: 1006: 986: 926: 836: 735:differential equation 640:Augustin-Louis Cauchy 625:Joseph-Louis Lagrange 457:Numerical integration 439:Exponential stability 302:Relation to processes 4731:{\displaystyle F(t)} 4713: 4595: 4573: 4569:Have as solution in 4470: 4380: 4315: 4311:. They are given by 4266: 4195: 4041: 3886: 3700: 3504: 3356: 3231: 3143: 3003: 2865: 2569: 2526: 2476: 2432: 2267: 2230: 2147: 2095: 2003: 1971: 1939: 1883: 1792: 1677: 1673:Pantograph equation 1607: 1456: 1402: 1266: 1131: 1091: 1015: 995: 935: 845: 801: 462:Dirac delta function 198:Integro-differential 4913:1971RSPSA.322..447O 4763:Population dynamics 4466:The following DDE: 3803: 3726: 3435: 3178: 3082: 2813: 2712: 2626: 2387: 2320: 1210: 558:Perturbation theory 553:Integral transforms 444:Rate of convergence 310:(discrete analogue) 147:Population dynamics 114:Continuum mechanics 105:Applied mathematics 5298:Nonlinear Dynamics 5265:Kuang, Y. (1993). 4783:Halanay Inequality 4728: 4699: 4694: 4581: 4557: 4449: 4374:Lambert W function 4349: 4297: 4252: 4159: 4023: 3856: 3786: 3709: 3686: 3490: 3418: 3337: 3217: 3161: 3129: 3065: 2971: 2849: 2847: 2787: 2692: 2606: 2553: 2512: 2462: 2416: 2367: 2300: 2251: 2216: 2125: 2081: 1986: 1957: 1925: 1867: 1749: 1660: 1593: 1440: 1388: 1250: 1193: 1109: 1077: 1001: 981: 921: 831: 739:time-delay systems 548:Integrating factor 389:Initial conditions 324:Stochastic partial 5033:978-0-89871-632-0 4998:978-0-89871-632-0 4963:978-0-89871-632-0 4907:(1551): 447–468. 4854:978-1-4244-7427-1 4810:(10): 1667–1694. 4486: 4372:th branch of the 4211: 4181:spectral analysis 3902: 3639: 3578: 3520: 3500:is equivalent to 3372: 3305: 3247: 3019: 2935: 2640: 2334: 2019: 1808: 1693: 1472: 1282: 1147: 1127:Continuous delay 1004:{\displaystyle f} 861: 719: 718: 610:Gottfried Leibniz 501:Finite difference 293: 292: 154: 153: 124:Dynamical systems 16:(Redirected from 5521: 5495: 5473: 5444: 5415: 5394: 5382: 5370: 5340: 5339: 5313: 5289: 5283: 5282: 5262: 5256: 5255: 5227: 5221: 5220: 5203:(4): 1802–1826. 5188: 5182: 5181: 5163: 5139: 5133: 5132: 5100: 5094: 5093: 5090:"A288163 - Oeis" 5086: 5080: 5079: 5077: 5065: 5059: 5058: 5056: 5044: 5038: 5037: 5009: 5003: 5002: 4974: 4968: 4967: 4939: 4933: 4932: 4892: 4886: 4885: 4873: 4867: 4866: 4826: 4820: 4819: 4799: 4737: 4735: 4734: 4729: 4708: 4706: 4705: 4700: 4698: 4697: 4685: 4677: 4655: 4647: 4590: 4588: 4587: 4582: 4580: 4566: 4564: 4563: 4558: 4487: 4485: 4474: 4458: 4456: 4455: 4450: 4445: 4444: 4425: 4424: 4358: 4356: 4355: 4350: 4333: 4332: 4306: 4304: 4303: 4298: 4290: 4289: 4261: 4259: 4258: 4253: 4212: 4210: 4199: 4168: 4166: 4165: 4160: 4149: 4148: 4144: 4143: 4126: 4125: 4107: 4106: 4102: 4101: 4084: 4083: 4071: 4070: 4032: 4030: 4029: 4024: 4019: 4018: 3997: 3996: 3975: 3974: 3953: 3952: 3928: 3927: 3903: 3901: 3890: 3865: 3863: 3862: 3857: 3802: 3797: 3725: 3720: 3695: 3693: 3692: 3687: 3640: 3638: 3627: 3579: 3577: 3566: 3521: 3519: 3508: 3499: 3497: 3496: 3491: 3489: 3485: 3434: 3429: 3373: 3371: 3360: 3346: 3344: 3343: 3338: 3306: 3304: 3293: 3248: 3246: 3235: 3226: 3224: 3223: 3218: 3209: 3208: 3177: 3172: 3138: 3136: 3135: 3130: 3125: 3121: 3113: 3112: 3081: 3076: 3020: 3018: 3007: 2984:Reduction to ODE 2980: 2978: 2977: 2972: 2967: 2963: 2956: 2936: 2928: 2858: 2856: 2855: 2850: 2848: 2835: 2831: 2812: 2801: 2756: 2746: 2742: 2711: 2706: 2641: 2639: 2628: 2625: 2620: 2562: 2560: 2559: 2554: 2521: 2519: 2518: 2513: 2471: 2469: 2468: 2463: 2425: 2423: 2422: 2417: 2386: 2381: 2335: 2333: 2322: 2319: 2314: 2260: 2258: 2257: 2252: 2225: 2223: 2222: 2217: 2134: 2132: 2131: 2126: 2090: 2088: 2087: 2082: 2020: 2018: 2007: 1995: 1993: 1992: 1987: 1966: 1964: 1963: 1960:{\displaystyle } 1958: 1934: 1932: 1931: 1926: 1924: 1923: 1918: 1876: 1874: 1873: 1868: 1809: 1807: 1796: 1758: 1756: 1755: 1750: 1694: 1692: 1681: 1669: 1667: 1666: 1661: 1659: 1658: 1647: 1638: 1637: 1619: 1618: 1602: 1600: 1599: 1594: 1589: 1588: 1567: 1566: 1545: 1544: 1523: 1522: 1498: 1497: 1473: 1471: 1460: 1449: 1447: 1446: 1441: 1433: 1432: 1414: 1413: 1397: 1395: 1394: 1389: 1381: 1380: 1347: 1346: 1283: 1281: 1270: 1259: 1257: 1256: 1251: 1249: 1245: 1209: 1204: 1148: 1146: 1135: 1118: 1116: 1115: 1110: 1105: 1104: 1099: 1086: 1084: 1083: 1078: 1073: 1072: 1067: 1058: 1050: 1049: 1037: 1036: 1031: 1022: 1010: 1008: 1007: 1002: 990: 988: 987: 982: 947: 946: 930: 928: 927: 922: 914: 913: 862: 860: 849: 840: 838: 837: 832: 830: 829: 824: 743:functional state 733:) are a type of 711: 704: 697: 675:Phyllis Nicolson 660:Rudolf Lipschitz 543:Green's function 519:Infinite element 510: 475:Solution methods 453: 311: 222:By variable type 176: 58:Natural sciences 51: 30: 21: 5529: 5528: 5524: 5523: 5522: 5520: 5519: 5518: 5499: 5498: 5483: 5480: 5470: 5447: 5441: 5418: 5412: 5397: 5391: 5380: 5373: 5367: 5352: 5349: 5347:Further reading 5344: 5343: 5291: 5290: 5286: 5279: 5264: 5263: 5259: 5252: 5229: 5228: 5224: 5190: 5189: 5185: 5141: 5140: 5136: 5102: 5101: 5097: 5088: 5087: 5083: 5067: 5066: 5062: 5046: 5045: 5041: 5034: 5011: 5010: 5006: 4999: 4976: 4975: 4971: 4964: 4941: 4940: 4936: 4894: 4893: 4889: 4875: 4874: 4870: 4855: 4828: 4827: 4823: 4801: 4800: 4796: 4791: 4774: 4748: 4740:Fabius function 4711: 4710: 4693: 4692: 4663: 4662: 4614: 4593: 4592: 4571: 4570: 4478: 4468: 4467: 4464: 4462:Another example 4416: 4411: 4378: 4377: 4367: 4324: 4313: 4312: 4278: 4264: 4263: 4203: 4193: 4192: 4135: 4127: 4117: 4093: 4085: 4075: 4062: 4039: 4038: 4010: 3988: 3966: 3944: 3919: 3894: 3884: 3883: 3872: 3698: 3697: 3631: 3570: 3512: 3502: 3501: 3396: 3392: 3364: 3354: 3353: 3297: 3239: 3229: 3228: 3197: 3141: 3140: 3101: 3043: 3039: 3011: 3001: 3000: 2986: 2926: 2922: 2863: 2862: 2846: 2845: 2818: 2814: 2754: 2753: 2717: 2713: 2661: 2632: 2567: 2566: 2524: 2523: 2474: 2473: 2430: 2429: 2326: 2265: 2264: 2228: 2227: 2145: 2144: 2141: 2093: 2092: 2011: 2001: 2000: 1969: 1968: 1937: 1936: 1913: 1881: 1880: 1800: 1790: 1789: 1786: 1685: 1675: 1674: 1642: 1629: 1610: 1605: 1604: 1580: 1558: 1536: 1514: 1489: 1464: 1454: 1453: 1424: 1405: 1400: 1399: 1372: 1338: 1274: 1264: 1263: 1262:Discrete delay 1171: 1167: 1139: 1129: 1128: 1124: 1094: 1089: 1088: 1062: 1041: 1026: 1013: 1012: 993: 992: 938: 933: 932: 905: 853: 843: 842: 819: 799: 798: 715: 686: 685: 684: 615:Jacob Bernoulli 599: 586: 585: 567: 536:Petrov–Galerkin 504: 489: 476: 468: 467: 466: 448: 394:Boundary values 383: 375: 374: 350: 337: 336: 335: 309: 303: 295: 294: 282: 259: 217: 173: 160: 159: 155: 133:Social sciences 89: 67: 48: 28: 23: 22: 15: 12: 11: 5: 5527: 5525: 5517: 5516: 5511: 5509:Control theory 5501: 5500: 5497: 5496: 5479: 5478:External links 5476: 5475: 5474: 5469:978-0387743714 5468: 5445: 5440:978-0387902319 5439: 5416: 5411:978-3662440490 5410: 5395: 5390:978-0120848508 5389: 5371: 5366:978-0198506546 5365: 5348: 5345: 5342: 5341: 5304:(1): 621–634. 5284: 5278:978-0080960029 5277: 5257: 5251:978-0792315940 5250: 5222: 5183: 5154:(4): 398–406. 5134: 5115:(3): 559–573. 5095: 5081: 5060: 5039: 5032: 5004: 4997: 4969: 4962: 4934: 4887: 4882:Masters Theses 4868: 4853: 4821: 4793: 4792: 4790: 4787: 4786: 4785: 4780: 4773: 4770: 4769: 4768: 4765: 4760: 4755: 4747: 4744: 4727: 4724: 4721: 4718: 4696: 4691: 4688: 4684: 4680: 4676: 4671: 4668: 4665: 4664: 4661: 4658: 4654: 4650: 4646: 4641: 4638: 4635: 4632: 4629: 4626: 4623: 4620: 4619: 4617: 4612: 4609: 4606: 4603: 4600: 4591:the function: 4579: 4556: 4553: 4550: 4547: 4544: 4541: 4538: 4535: 4532: 4529: 4526: 4523: 4520: 4517: 4514: 4511: 4508: 4505: 4502: 4499: 4496: 4493: 4490: 4484: 4481: 4477: 4463: 4460: 4448: 4443: 4440: 4437: 4434: 4431: 4428: 4423: 4419: 4414: 4409: 4406: 4403: 4400: 4397: 4394: 4391: 4388: 4385: 4363: 4348: 4345: 4342: 4339: 4336: 4331: 4327: 4323: 4320: 4296: 4293: 4288: 4285: 4281: 4277: 4274: 4271: 4251: 4248: 4245: 4242: 4239: 4236: 4233: 4230: 4227: 4224: 4221: 4218: 4215: 4209: 4206: 4202: 4158: 4155: 4152: 4147: 4142: 4138: 4134: 4130: 4124: 4120: 4116: 4113: 4110: 4105: 4100: 4096: 4092: 4088: 4082: 4078: 4074: 4069: 4065: 4061: 4058: 4055: 4052: 4049: 4046: 4022: 4017: 4013: 4009: 4006: 4003: 4000: 3995: 3991: 3987: 3984: 3981: 3978: 3973: 3969: 3965: 3962: 3959: 3956: 3951: 3947: 3943: 3940: 3937: 3934: 3931: 3926: 3922: 3918: 3915: 3912: 3909: 3906: 3900: 3897: 3893: 3871: 3868: 3867: 3866: 3855: 3852: 3849: 3845: 3842: 3839: 3836: 3833: 3830: 3827: 3824: 3821: 3818: 3815: 3812: 3809: 3806: 3801: 3796: 3793: 3789: 3785: 3782: 3778: 3775: 3772: 3768: 3765: 3762: 3759: 3756: 3753: 3750: 3747: 3744: 3741: 3738: 3735: 3732: 3729: 3724: 3719: 3716: 3712: 3708: 3705: 3685: 3682: 3679: 3676: 3673: 3670: 3667: 3664: 3661: 3658: 3655: 3652: 3649: 3646: 3643: 3637: 3634: 3630: 3624: 3621: 3618: 3615: 3612: 3609: 3606: 3603: 3600: 3597: 3594: 3591: 3588: 3585: 3582: 3576: 3573: 3569: 3563: 3560: 3557: 3554: 3551: 3548: 3545: 3542: 3539: 3536: 3533: 3530: 3527: 3524: 3518: 3515: 3511: 3488: 3484: 3481: 3477: 3474: 3471: 3468: 3465: 3462: 3459: 3456: 3453: 3450: 3447: 3444: 3441: 3438: 3433: 3428: 3425: 3421: 3417: 3414: 3411: 3408: 3405: 3402: 3399: 3395: 3391: 3388: 3385: 3382: 3379: 3376: 3370: 3367: 3363: 3347: 3336: 3333: 3330: 3327: 3324: 3321: 3318: 3315: 3312: 3309: 3303: 3300: 3296: 3290: 3287: 3284: 3281: 3278: 3275: 3272: 3269: 3266: 3263: 3260: 3257: 3254: 3251: 3245: 3242: 3238: 3216: 3213: 3207: 3204: 3200: 3196: 3193: 3190: 3187: 3184: 3181: 3176: 3171: 3168: 3164: 3160: 3157: 3154: 3151: 3148: 3128: 3124: 3120: 3117: 3111: 3108: 3104: 3100: 3097: 3094: 3091: 3088: 3085: 3080: 3075: 3072: 3068: 3064: 3061: 3058: 3055: 3052: 3049: 3046: 3042: 3038: 3035: 3032: 3029: 3026: 3023: 3017: 3014: 3010: 2985: 2982: 2970: 2966: 2962: 2959: 2955: 2952: 2949: 2946: 2943: 2940: 2934: 2931: 2925: 2921: 2918: 2915: 2912: 2909: 2906: 2903: 2900: 2897: 2894: 2891: 2888: 2885: 2882: 2879: 2876: 2873: 2870: 2844: 2841: 2838: 2834: 2830: 2827: 2824: 2821: 2817: 2811: 2808: 2805: 2800: 2797: 2794: 2790: 2786: 2783: 2780: 2777: 2774: 2771: 2768: 2765: 2762: 2759: 2757: 2755: 2752: 2749: 2745: 2741: 2738: 2735: 2732: 2729: 2726: 2723: 2720: 2716: 2710: 2705: 2702: 2699: 2695: 2691: 2688: 2685: 2682: 2679: 2676: 2673: 2670: 2667: 2664: 2662: 2660: 2657: 2653: 2650: 2647: 2644: 2638: 2635: 2631: 2624: 2619: 2616: 2613: 2609: 2605: 2602: 2599: 2596: 2593: 2590: 2587: 2584: 2581: 2578: 2575: 2574: 2552: 2549: 2546: 2543: 2540: 2537: 2534: 2531: 2511: 2508: 2505: 2502: 2499: 2496: 2493: 2490: 2487: 2484: 2481: 2461: 2458: 2455: 2452: 2449: 2446: 2443: 2440: 2437: 2415: 2412: 2409: 2405: 2402: 2399: 2396: 2393: 2390: 2385: 2380: 2377: 2374: 2370: 2366: 2363: 2360: 2357: 2354: 2351: 2347: 2344: 2341: 2338: 2332: 2329: 2325: 2318: 2313: 2310: 2307: 2303: 2299: 2296: 2293: 2290: 2287: 2284: 2281: 2278: 2275: 2272: 2250: 2247: 2244: 2241: 2238: 2235: 2215: 2212: 2209: 2206: 2203: 2200: 2197: 2194: 2191: 2188: 2185: 2182: 2179: 2176: 2173: 2170: 2167: 2164: 2161: 2158: 2155: 2152: 2140: 2137: 2124: 2121: 2118: 2115: 2112: 2109: 2106: 2103: 2100: 2080: 2077: 2074: 2071: 2068: 2065: 2062: 2059: 2056: 2053: 2050: 2047: 2044: 2041: 2038: 2035: 2032: 2029: 2026: 2023: 2017: 2014: 2010: 1985: 1982: 1979: 1976: 1956: 1953: 1950: 1947: 1944: 1922: 1917: 1912: 1909: 1906: 1903: 1900: 1897: 1894: 1891: 1888: 1866: 1863: 1860: 1857: 1854: 1851: 1848: 1845: 1842: 1839: 1836: 1833: 1830: 1827: 1824: 1821: 1818: 1815: 1812: 1806: 1803: 1799: 1785: 1782: 1781: 1780: 1748: 1745: 1742: 1739: 1736: 1733: 1730: 1727: 1724: 1721: 1718: 1715: 1712: 1709: 1706: 1703: 1700: 1697: 1691: 1688: 1684: 1671: 1657: 1654: 1651: 1646: 1641: 1636: 1632: 1628: 1625: 1622: 1617: 1613: 1592: 1587: 1583: 1579: 1576: 1573: 1570: 1565: 1561: 1557: 1554: 1551: 1548: 1543: 1539: 1535: 1532: 1529: 1526: 1521: 1517: 1513: 1510: 1507: 1504: 1501: 1496: 1492: 1488: 1485: 1482: 1479: 1476: 1470: 1467: 1463: 1450: 1439: 1436: 1431: 1427: 1423: 1420: 1417: 1412: 1408: 1387: 1384: 1379: 1375: 1371: 1368: 1365: 1362: 1359: 1356: 1353: 1350: 1345: 1341: 1337: 1334: 1331: 1328: 1325: 1322: 1319: 1316: 1313: 1310: 1307: 1304: 1301: 1298: 1295: 1292: 1289: 1286: 1280: 1277: 1273: 1260: 1248: 1244: 1241: 1238: 1235: 1232: 1228: 1225: 1222: 1219: 1216: 1213: 1208: 1203: 1200: 1196: 1192: 1189: 1186: 1183: 1180: 1177: 1174: 1170: 1166: 1163: 1160: 1157: 1154: 1151: 1145: 1142: 1138: 1123: 1120: 1108: 1103: 1098: 1076: 1071: 1066: 1061: 1057: 1053: 1048: 1044: 1040: 1035: 1030: 1025: 1021: 1000: 980: 977: 974: 971: 968: 965: 962: 959: 956: 953: 950: 945: 941: 920: 917: 912: 908: 904: 901: 898: 895: 892: 889: 886: 883: 880: 877: 874: 871: 868: 865: 859: 856: 852: 828: 823: 818: 815: 812: 809: 806: 795: 794: 787: 784:control system 780: 772: 717: 716: 714: 713: 706: 699: 691: 688: 687: 683: 682: 677: 672: 667: 665:Ernst Lindelöf 662: 657: 652: 647: 642: 637: 635:Joseph Fourier 632: 627: 622: 620:Leonhard Euler 617: 612: 607: 601: 600: 597: 596: 593: 592: 588: 587: 584: 583: 578: 573: 566: 565: 560: 555: 550: 545: 540: 539: 538: 528: 523: 522: 521: 514:Finite element 511: 507:Crank–Nicolson 498: 493: 487: 482: 478: 477: 474: 473: 470: 469: 465: 464: 459: 454: 446: 441: 428: 426:Phase portrait 423: 418: 417: 416: 414:Cauchy problem 411: 406: 401: 391: 385: 384: 382:General topics 381: 380: 377: 376: 373: 372: 367: 362: 357: 351: 348: 347: 344: 343: 339: 338: 334: 333: 328: 327: 326: 315: 314: 313: 304: 301: 300: 297: 296: 291: 290: 289: 288: 281: 280: 275: 269: 266: 265: 261: 260: 258: 257: 255:Nonhomogeneous 248: 243: 240: 234: 233: 232: 224: 223: 219: 218: 216: 215: 210: 205: 200: 195: 190: 185: 179: 174: 171: 170: 167: 166: 165:Classification 162: 161: 152: 151: 150: 149: 144: 136: 135: 129: 128: 127: 126: 121: 116: 108: 107: 101: 100: 99: 98: 93: 87: 82: 77: 69: 68: 66: 65: 60: 54: 49: 46: 45: 42: 41: 37: 36: 26: 24: 14: 13: 10: 9: 6: 4: 3: 2: 5526: 5515: 5512: 5510: 5507: 5506: 5504: 5493: 5492: 5487: 5482: 5481: 5477: 5471: 5465: 5461: 5457: 5453: 5452: 5446: 5442: 5436: 5432: 5428: 5424: 5423: 5417: 5413: 5407: 5403: 5402: 5396: 5392: 5386: 5379: 5378: 5372: 5368: 5362: 5358: 5357: 5351: 5350: 5346: 5337: 5333: 5329: 5325: 5321: 5317: 5312: 5307: 5303: 5299: 5295: 5288: 5285: 5280: 5274: 5270: 5269: 5261: 5258: 5253: 5247: 5243: 5239: 5235: 5234: 5226: 5223: 5218: 5214: 5210: 5206: 5202: 5198: 5194: 5187: 5184: 5179: 5175: 5171: 5167: 5162: 5157: 5153: 5149: 5145: 5138: 5135: 5130: 5126: 5122: 5118: 5114: 5110: 5106: 5099: 5096: 5091: 5085: 5082: 5076: 5071: 5064: 5061: 5055: 5050: 5043: 5040: 5035: 5029: 5025: 5021: 5017: 5016: 5008: 5005: 5000: 4994: 4990: 4986: 4982: 4981: 4973: 4970: 4965: 4959: 4955: 4951: 4947: 4946: 4938: 4935: 4930: 4926: 4922: 4918: 4914: 4910: 4906: 4902: 4898: 4891: 4888: 4883: 4879: 4872: 4869: 4864: 4860: 4856: 4850: 4846: 4842: 4838: 4837: 4832: 4825: 4822: 4817: 4813: 4809: 4805: 4798: 4795: 4788: 4784: 4781: 4779: 4776: 4775: 4771: 4766: 4764: 4761: 4759: 4756: 4754: 4750: 4749: 4745: 4743: 4741: 4722: 4716: 4689: 4686: 4678: 4669: 4666: 4659: 4656: 4648: 4639: 4633: 4630: 4627: 4621: 4615: 4610: 4604: 4598: 4567: 4554: 4548: 4545: 4542: 4539: 4533: 4530: 4527: 4521: 4518: 4515: 4512: 4506: 4503: 4500: 4494: 4488: 4482: 4479: 4475: 4461: 4459: 4446: 4441: 4438: 4432: 4429: 4421: 4417: 4412: 4404: 4398: 4395: 4389: 4383: 4375: 4371: 4366: 4362: 4346: 4340: 4337: 4329: 4325: 4321: 4318: 4310: 4294: 4291: 4286: 4283: 4279: 4275: 4272: 4269: 4249: 4243: 4240: 4237: 4231: 4228: 4225: 4219: 4213: 4207: 4204: 4200: 4190: 4185: 4182: 4178: 4174: 4169: 4156: 4153: 4145: 4140: 4136: 4132: 4128: 4122: 4118: 4114: 4111: 4108: 4103: 4098: 4094: 4090: 4086: 4080: 4076: 4072: 4067: 4063: 4059: 4056: 4053: 4050: 4036: 4015: 4011: 4007: 4004: 3998: 3993: 3989: 3985: 3982: 3979: 3971: 3967: 3963: 3960: 3954: 3949: 3945: 3941: 3935: 3929: 3924: 3920: 3916: 3910: 3904: 3898: 3895: 3891: 3881: 3877: 3869: 3853: 3850: 3847: 3840: 3837: 3834: 3831: 3825: 3822: 3816: 3813: 3810: 3804: 3799: 3791: 3787: 3783: 3780: 3776: 3773: 3770: 3763: 3760: 3757: 3754: 3748: 3745: 3739: 3736: 3733: 3727: 3722: 3714: 3710: 3706: 3703: 3683: 3680: 3677: 3674: 3671: 3665: 3659: 3656: 3653: 3647: 3641: 3635: 3632: 3628: 3622: 3619: 3616: 3613: 3610: 3604: 3598: 3595: 3592: 3586: 3580: 3574: 3571: 3567: 3561: 3555: 3552: 3549: 3546: 3543: 3537: 3534: 3528: 3522: 3516: 3513: 3509: 3486: 3482: 3479: 3472: 3469: 3466: 3463: 3457: 3454: 3448: 3445: 3442: 3436: 3431: 3423: 3419: 3415: 3409: 3403: 3400: 3397: 3393: 3389: 3386: 3380: 3374: 3368: 3365: 3361: 3351: 3348: 3334: 3331: 3328: 3325: 3322: 3319: 3313: 3307: 3301: 3298: 3294: 3288: 3282: 3279: 3276: 3273: 3270: 3264: 3261: 3255: 3249: 3243: 3240: 3236: 3214: 3211: 3205: 3202: 3198: 3191: 3188: 3185: 3179: 3174: 3166: 3162: 3158: 3152: 3146: 3126: 3122: 3118: 3115: 3109: 3106: 3102: 3095: 3092: 3089: 3083: 3078: 3070: 3066: 3062: 3056: 3050: 3047: 3044: 3040: 3036: 3033: 3027: 3021: 3015: 3012: 3008: 2998: 2995: 2994: 2993: 2991: 2983: 2981: 2968: 2964: 2960: 2957: 2950: 2947: 2944: 2938: 2932: 2929: 2923: 2916: 2913: 2910: 2904: 2901: 2895: 2892: 2889: 2886: 2880: 2874: 2868: 2859: 2842: 2839: 2836: 2832: 2828: 2825: 2822: 2819: 2815: 2809: 2806: 2803: 2798: 2795: 2792: 2788: 2784: 2781: 2775: 2772: 2769: 2766: 2760: 2758: 2750: 2747: 2743: 2739: 2736: 2730: 2727: 2724: 2718: 2714: 2708: 2703: 2700: 2697: 2693: 2689: 2686: 2680: 2677: 2674: 2671: 2665: 2663: 2658: 2655: 2648: 2642: 2636: 2633: 2629: 2622: 2617: 2614: 2611: 2607: 2603: 2597: 2591: 2588: 2582: 2576: 2564: 2547: 2544: 2541: 2538: 2532: 2529: 2509: 2506: 2500: 2494: 2491: 2485: 2479: 2459: 2456: 2453: 2450: 2447: 2441: 2435: 2426: 2413: 2410: 2407: 2400: 2397: 2394: 2388: 2383: 2378: 2375: 2372: 2368: 2364: 2361: 2358: 2355: 2352: 2349: 2342: 2336: 2330: 2327: 2323: 2316: 2311: 2308: 2305: 2301: 2297: 2291: 2285: 2282: 2276: 2270: 2262: 2248: 2245: 2239: 2233: 2210: 2207: 2204: 2198: 2195: 2192: 2183: 2180: 2177: 2171: 2168: 2162: 2156: 2150: 2138: 2136: 2119: 2113: 2110: 2104: 2098: 2078: 2069: 2066: 2063: 2057: 2054: 2048: 2042: 2036: 2033: 2027: 2021: 2015: 2012: 2008: 1999: 1980: 1974: 1951: 1948: 1945: 1920: 1904: 1901: 1898: 1895: 1889: 1886: 1877: 1858: 1855: 1852: 1846: 1843: 1837: 1831: 1825: 1822: 1816: 1810: 1804: 1801: 1797: 1783: 1778: 1774: 1770: 1766: 1762: 1746: 1740: 1737: 1731: 1728: 1725: 1719: 1713: 1710: 1707: 1701: 1695: 1689: 1686: 1682: 1672: 1655: 1652: 1649: 1639: 1634: 1630: 1626: 1623: 1620: 1615: 1611: 1585: 1581: 1577: 1574: 1568: 1563: 1559: 1555: 1552: 1549: 1541: 1537: 1533: 1530: 1524: 1519: 1515: 1511: 1505: 1499: 1494: 1490: 1486: 1480: 1474: 1468: 1465: 1461: 1451: 1437: 1434: 1429: 1425: 1421: 1418: 1415: 1410: 1406: 1377: 1373: 1369: 1366: 1360: 1357: 1354: 1351: 1343: 1339: 1335: 1332: 1326: 1323: 1317: 1311: 1308: 1305: 1299: 1296: 1290: 1284: 1278: 1275: 1271: 1261: 1246: 1239: 1233: 1230: 1223: 1220: 1217: 1211: 1206: 1198: 1194: 1190: 1184: 1178: 1175: 1172: 1168: 1164: 1161: 1155: 1149: 1143: 1140: 1136: 1126: 1125: 1121: 1119: 1106: 1101: 1069: 1059: 1046: 1042: 1038: 1033: 1023: 998: 975: 972: 969: 966: 960: 954: 948: 943: 939: 918: 910: 906: 902: 896: 890: 887: 884: 878: 875: 869: 863: 857: 854: 850: 826: 816: 810: 804: 792: 788: 785: 781: 777: 773: 769: 765: 761: 756: 755: 754: 752: 748: 744: 740: 736: 732: 728: 724: 712: 707: 705: 700: 698: 693: 692: 690: 689: 681: 678: 676: 673: 671: 668: 666: 663: 661: 658: 656: 653: 651: 648: 646: 643: 641: 638: 636: 633: 631: 628: 626: 623: 621: 618: 616: 613: 611: 608: 606: 603: 602: 595: 594: 589: 582: 579: 577: 574: 572: 569: 568: 564: 561: 559: 556: 554: 551: 549: 546: 544: 541: 537: 534: 533: 532: 529: 527: 526:Finite volume 524: 520: 517: 516: 515: 512: 508: 502: 499: 497: 494: 492: 488: 486: 483: 480: 479: 472: 471: 463: 460: 458: 455: 451: 447: 445: 442: 440: 436: 432: 429: 427: 424: 422: 419: 415: 412: 410: 407: 405: 402: 400: 397: 396: 395: 392: 390: 387: 386: 379: 378: 371: 368: 366: 363: 361: 358: 356: 353: 352: 346: 345: 340: 332: 329: 325: 322: 321: 320: 317: 316: 312: 306: 305: 299: 298: 287: 284: 283: 279: 276: 274: 271: 270: 268: 267: 262: 256: 252: 249: 247: 244: 241: 239: 236: 235: 231: 228: 227: 226: 225: 220: 214: 211: 209: 206: 204: 201: 199: 196: 194: 191: 189: 186: 184: 181: 180: 178: 177: 169: 168: 163: 158: 148: 145: 143: 140: 139: 138: 137: 134: 130: 125: 122: 120: 117: 115: 112: 111: 110: 109: 106: 102: 97: 94: 92: 88: 86: 83: 81: 78: 76: 73: 72: 71: 70: 64: 61: 59: 56: 55: 52: 44: 43: 38: 35: 31: 19: 5491:Scholarpedia 5489: 5450: 5421: 5400: 5376: 5355: 5301: 5297: 5287: 5267: 5260: 5232: 5225: 5200: 5196: 5186: 5151: 5147: 5137: 5112: 5108: 5098: 5084: 5063: 5042: 5014: 5007: 4979: 4972: 4944: 4937: 4904: 4900: 4890: 4881: 4871: 4835: 4824: 4807: 4803: 4797: 4758:Epidemiology 4751:Dynamics of 4746:Applications 4568: 4465: 4369: 4364: 4360: 4308: 4186: 4172: 4170: 3873: 3352:An equation 3349: 2996: 2987: 2860: 2565: 2427: 2263: 2142: 1967:is given by 1878: 1787: 1784:Solving DDEs 1772: 1768: 1764: 1760: 796: 775: 771:engineering. 738: 730: 726: 720: 670:Émile Picard 655:Martin Kutta 645:George Green 605:Isaac Newton 437: / 433: / 330: 253: / 119:Chaos theory 3874:Similar to 1777:pantographs 723:mathematics 563:Runge–Kutta 308:Difference 251:Homogeneous 63:Engineering 5503:Categories 5311:2001.07392 5075:1702.06487 5054:2305.00341 4804:Automatica 4789:References 4171:The roots 3139:Introduce 1779:on trains. 680:John Crank 481:Inspection 435:Asymptotic 319:Stochastic 238:Autonomous 213:Non-linear 203:Fractional 5336:210838940 5328:1573-269X 5217:1468-1218 5170:0002-9262 5129:0168-9274 4929:110981464 4687:≥ 4546:− 4528:− 4439:⋅ 4430:− 4338:− 4319:λ 4287:λ 4284:− 4276:− 4273:λ 4270:− 4241:− 4229:− 4146:λ 4137:τ 4133:− 4112:⋯ 4104:λ 4095:τ 4091:− 4054:λ 4051:− 4012:τ 4008:− 3983:⋯ 3968:τ 3964:− 3851:τ 3841:β 3835:τ 3832:α 3826:⁡ 3817:τ 3795:∞ 3792:− 3788:∫ 3774:τ 3764:β 3758:τ 3755:α 3749:⁡ 3740:τ 3718:∞ 3715:− 3711:∫ 3678:α 3675:− 3666:β 3660:⁡ 3617:α 3605:β 3599:⁡ 3483:τ 3473:β 3467:τ 3464:α 3458:⁡ 3449:τ 3427:∞ 3424:− 3420:∫ 3350:Example 2 3329:λ 3326:− 3215:τ 3206:τ 3203:λ 3192:τ 3170:∞ 3167:− 3163:∫ 3119:τ 3110:τ 3107:λ 3096:τ 3074:∞ 3071:− 3067:∫ 2997:Example 1 2951:τ 2948:− 2917:τ 2914:− 2890:τ 2810:τ 2807:− 2789:∫ 2770:τ 2731:τ 2728:− 2704:τ 2694:∫ 2675:τ 2618:τ 2608:∫ 2598:τ 2548:τ 2539:τ 2533:∈ 2495:ϕ 2401:τ 2398:− 2389:ϕ 2369:∫ 2302:∫ 2234:ϕ 2211:τ 2208:− 2184:τ 2181:− 2114:ϕ 2099:ψ 2070:τ 2067:− 2058:ϕ 2043:ψ 2022:ψ 1975:ψ 1952:τ 1911:→ 1899:τ 1896:− 1890:: 1887:ϕ 1859:τ 1856:− 1738:λ 1653:× 1640:∈ 1624:… 1582:τ 1578:− 1553:⋯ 1538:τ 1534:− 1435:≥ 1426:τ 1419:⋯ 1407:τ 1374:τ 1370:− 1355:… 1340:τ 1336:− 1240:τ 1234:μ 1224:τ 1202:∞ 1199:− 1195:∫ 1039:× 1024:× 973:≤ 970:τ 961:τ 817:∈ 776:classical 760:actuators 421:Wronskian 399:Dirichlet 142:Economics 85:Chemistry 75:Astronomy 4772:See also 4753:diabetes 4177:spectrum 4037:given by 2143:Suppose 1122:Examples 531:Galerkin 431:Lyapunov 342:Solution 286:Notation 278:Operator 264:Features 183:Ordinary 5178:9508108 4909:Bibcode 4863:1200900 4368:is the 4033:is the 2139:Example 793:(PDEs). 764:sensors 745:, i.e. 404:Neumann 188:Partial 96:Geology 91:Biology 80:Physics 5466:  5437:  5408:  5387:  5363:  5334:  5326:  5275:  5248:  5215:  5176:  5168:  5127:  5030:  4995:  4960:  4927:  4861:  4851:  4376:, so: 4359:where 3696:where 2861:i.e., 2428:i.e., 1759:where 1603:where 931:where 766:, and 591:People 503:  450:Series 208:Linear 47:Fields 5381:(PDF) 5332:S2CID 5306:arXiv 5070:arXiv 5049:arXiv 4925:S2CID 4859:S2CID 4709:with 2091:with 491:Euler 409:Robin 331:Delay 273:Order 246:Exact 172:Types 40:Scope 5464:ISBN 5435:ISBN 5406:ISBN 5385:ISBN 5361:ISBN 5324:ISSN 5273:ISBN 5246:ISBN 5213:ISSN 5174:PMID 5166:ISSN 5125:ISSN 5028:ISBN 4993:ISBN 4958:ISBN 4849:ISBN 4738:the 4657:< 3876:ODEs 2226:and 1767:and 1422:> 1416:> 1398:for 731:DDEs 598:List 5456:doi 5427:doi 5316:doi 5302:102 5238:doi 5205:doi 5156:doi 5152:147 5117:doi 5020:doi 4985:doi 4950:doi 4917:doi 4905:322 4841:doi 4812:doi 4045:det 3823:sin 3746:cos 3657:sin 3596:cos 3455:cos 2992:. 1087:to 841:is 721:In 5505:: 5488:. 5462:. 5433:. 5330:. 5322:. 5314:. 5300:. 5296:. 5244:. 5211:. 5201:13 5199:. 5195:. 5172:. 5164:. 5150:. 5146:. 5123:. 5113:56 5107:. 5026:. 4991:. 4956:. 4923:. 4915:. 4903:. 4899:. 4880:. 4857:. 4847:. 4833:. 4808:39 4806:. 4742:. 4295:0. 4157:0. 1763:, 1438:0. 762:, 725:, 5494:. 5472:. 5458:: 5443:. 5429:: 5414:. 5393:. 5369:. 5338:. 5318:: 5308:: 5281:. 5254:. 5240:: 5219:. 5207:: 5180:. 5158:: 5131:. 5119:: 5092:. 5078:. 5072:: 5057:. 5051:: 5036:. 5022:: 5001:. 4987:: 4966:. 4952:: 4931:. 4919:: 4911:: 4884:. 4865:. 4843:: 4818:. 4814:: 4726:) 4723:t 4720:( 4717:F 4690:1 4683:| 4679:t 4675:| 4670:, 4667:0 4660:1 4653:| 4649:t 4645:| 4640:, 4637:) 4634:1 4631:+ 4628:t 4625:( 4622:F 4616:{ 4611:= 4608:) 4605:t 4602:( 4599:u 4578:R 4555:. 4552:) 4549:1 4543:t 4540:2 4537:( 4534:u 4531:2 4525:) 4522:1 4519:+ 4516:t 4513:2 4510:( 4507:u 4504:2 4501:= 4498:) 4495:t 4492:( 4489:u 4483:t 4480:d 4476:d 4447:. 4442:t 4436:) 4433:1 4427:( 4422:k 4418:W 4413:e 4408:) 4405:0 4402:( 4399:x 4396:= 4393:) 4390:t 4387:( 4384:x 4370:k 4365:k 4361:W 4347:, 4344:) 4341:1 4335:( 4330:k 4326:W 4322:= 4309:λ 4292:= 4280:e 4250:. 4247:) 4244:1 4238:t 4235:( 4232:x 4226:= 4223:) 4220:t 4217:( 4214:x 4208:t 4205:d 4201:d 4173:λ 4154:= 4151:) 4141:m 4129:e 4123:m 4119:A 4115:+ 4109:+ 4099:1 4087:e 4081:1 4077:A 4073:+ 4068:0 4064:A 4060:+ 4057:I 4048:( 4021:) 4016:m 4005:t 4002:( 3999:x 3994:m 3990:A 3986:+ 3980:+ 3977:) 3972:1 3961:t 3958:( 3955:x 3950:1 3946:A 3942:+ 3939:) 3936:t 3933:( 3930:x 3925:0 3921:A 3917:= 3914:) 3911:t 3908:( 3905:x 3899:t 3896:d 3892:d 3854:. 3848:d 3844:) 3838:+ 3829:( 3820:) 3814:+ 3811:t 3808:( 3805:x 3800:0 3784:= 3781:z 3777:, 3771:d 3767:) 3761:+ 3752:( 3743:) 3737:+ 3734:t 3731:( 3728:x 3723:0 3707:= 3704:y 3684:, 3681:y 3672:x 3669:) 3663:( 3654:= 3651:) 3648:t 3645:( 3642:z 3636:t 3633:d 3629:d 3623:, 3620:z 3614:+ 3611:x 3608:) 3602:( 3593:= 3590:) 3587:t 3584:( 3581:y 3575:t 3572:d 3568:d 3562:, 3559:) 3556:y 3553:, 3550:x 3547:, 3544:t 3541:( 3538:f 3535:= 3532:) 3529:t 3526:( 3523:x 3517:t 3514:d 3510:d 3487:) 3480:d 3476:) 3470:+ 3461:( 3452:) 3446:+ 3443:t 3440:( 3437:x 3432:0 3416:, 3413:) 3410:t 3407:( 3404:x 3401:, 3398:t 3394:( 3390:f 3387:= 3384:) 3381:t 3378:( 3375:x 3369:t 3366:d 3362:d 3335:. 3332:y 3323:x 3320:= 3317:) 3314:t 3311:( 3308:y 3302:t 3299:d 3295:d 3289:, 3286:) 3283:y 3280:, 3277:x 3274:, 3271:t 3268:( 3265:f 3262:= 3259:) 3256:t 3253:( 3250:x 3244:t 3241:d 3237:d 3212:d 3199:e 3195:) 3189:+ 3186:t 3183:( 3180:x 3175:0 3159:= 3156:) 3153:t 3150:( 3147:y 3127:. 3123:) 3116:d 3103:e 3099:) 3093:+ 3090:t 3087:( 3084:x 3079:0 3063:, 3060:) 3057:t 3054:( 3051:x 3048:, 3045:t 3041:( 3037:f 3034:= 3031:) 3028:t 3025:( 3022:x 3016:t 3013:d 3009:d 2969:. 2965:) 2961:1 2958:+ 2954:) 2945:t 2942:( 2939:a 2933:2 2930:1 2924:( 2920:) 2911:t 2908:( 2905:a 2902:+ 2899:) 2896:1 2893:+ 2887:a 2884:( 2881:= 2878:) 2875:t 2872:( 2869:x 2843:, 2840:s 2837:d 2833:) 2829:1 2826:+ 2823:s 2820:a 2816:( 2804:t 2799:0 2796:= 2793:s 2785:a 2782:+ 2779:) 2776:1 2773:+ 2767:a 2764:( 2761:= 2751:s 2748:d 2744:) 2740:1 2737:+ 2734:) 2725:s 2722:( 2719:a 2715:( 2709:t 2701:= 2698:s 2690:a 2687:+ 2684:) 2681:1 2678:+ 2672:a 2669:( 2666:= 2659:s 2656:d 2652:) 2649:s 2646:( 2643:x 2637:t 2634:d 2630:d 2623:t 2615:= 2612:s 2604:+ 2601:) 2595:( 2592:x 2589:= 2586:) 2583:t 2580:( 2577:x 2551:] 2545:2 2542:, 2536:[ 2530:t 2510:1 2507:= 2504:) 2501:0 2498:( 2492:= 2489:) 2486:0 2483:( 2480:x 2460:1 2457:+ 2454:t 2451:a 2448:= 2445:) 2442:t 2439:( 2436:x 2414:, 2411:s 2408:d 2404:) 2395:s 2392:( 2384:t 2379:0 2376:= 2373:s 2365:a 2362:+ 2359:1 2356:= 2353:s 2350:d 2346:) 2343:s 2340:( 2337:x 2331:t 2328:d 2324:d 2317:t 2312:0 2309:= 2306:s 2298:+ 2295:) 2292:0 2289:( 2286:x 2283:= 2280:) 2277:t 2274:( 2271:x 2249:1 2246:= 2243:) 2240:t 2237:( 2214:) 2205:t 2202:( 2199:x 2196:a 2193:= 2190:) 2187:) 2178:t 2175:( 2172:x 2169:, 2166:) 2163:t 2160:( 2157:x 2154:( 2151:f 2123:) 2120:0 2117:( 2111:= 2108:) 2105:0 2102:( 2079:, 2076:) 2073:) 2064:t 2061:( 2055:, 2052:) 2049:t 2046:( 2040:( 2037:f 2034:= 2031:) 2028:t 2025:( 2016:t 2013:d 2009:d 1984:) 1981:t 1978:( 1955:] 1949:, 1946:0 1943:[ 1921:n 1916:R 1908:] 1905:0 1902:, 1893:[ 1865:) 1862:) 1853:t 1850:( 1847:x 1844:, 1841:) 1838:t 1835:( 1832:x 1829:( 1826:f 1823:= 1820:) 1817:t 1814:( 1811:x 1805:t 1802:d 1798:d 1773:λ 1769:λ 1765:b 1761:a 1747:, 1744:) 1741:t 1735:( 1732:x 1729:b 1726:+ 1723:) 1720:t 1717:( 1714:x 1711:a 1708:= 1705:) 1702:t 1699:( 1696:x 1690:t 1687:d 1683:d 1670:. 1656:n 1650:n 1645:R 1635:m 1631:A 1627:, 1621:, 1616:0 1612:A 1591:) 1586:m 1575:t 1572:( 1569:x 1564:m 1560:A 1556:+ 1550:+ 1547:) 1542:1 1531:t 1528:( 1525:x 1520:1 1516:A 1512:+ 1509:) 1506:t 1503:( 1500:x 1495:0 1491:A 1487:= 1484:) 1481:t 1478:( 1475:x 1469:t 1466:d 1462:d 1430:m 1411:1 1386:) 1383:) 1378:m 1367:t 1364:( 1361:x 1358:, 1352:, 1349:) 1344:1 1333:t 1330:( 1327:x 1324:, 1321:) 1318:t 1315:( 1312:x 1309:, 1306:t 1303:( 1300:f 1297:= 1294:) 1291:t 1288:( 1285:x 1279:t 1276:d 1272:d 1247:) 1243:) 1237:( 1231:d 1227:) 1221:+ 1218:t 1215:( 1212:x 1207:0 1191:, 1188:) 1185:t 1182:( 1179:x 1176:, 1173:t 1169:( 1165:f 1162:= 1159:) 1156:t 1153:( 1150:x 1144:t 1141:d 1137:d 1107:. 1102:n 1097:R 1075:) 1070:n 1065:R 1060:, 1056:R 1052:( 1047:1 1043:C 1034:n 1029:R 1020:R 999:f 979:} 976:t 967:: 964:) 958:( 955:x 952:{ 949:= 944:t 940:x 919:, 916:) 911:t 907:x 903:, 900:) 897:t 894:( 891:x 888:, 885:t 882:( 879:f 876:= 873:) 870:t 867:( 864:x 858:t 855:d 851:d 827:n 822:R 814:) 811:t 808:( 805:x 786:. 729:( 710:e 703:t 696:v 509:) 505:( 20:)

Index

Differential-difference equations
Differential equations
Natural sciences
Engineering
Astronomy
Physics
Chemistry
Biology
Geology
Applied mathematics
Continuum mechanics
Chaos theory
Dynamical systems
Social sciences
Economics
Population dynamics
List of named differential equations
Ordinary
Partial
Differential-algebraic
Integro-differential
Fractional
Linear
Non-linear
Dependent and independent variables
Autonomous
Exact
Homogeneous
Nonhomogeneous
Order

Text is available under the Creative Commons Attribution-ShareAlike License. Additional terms may apply.