Math 2.0

Ordinary differential equations Proof

Proof of the solutions for complex conjugate roots

Builds on Characteristic equationLinear equation with constant coefficientsMultiplicity of a rootComplex conjugateEuler's formulaProduct of exponentialsComplex sine and cosineThe exponential function is its own derivativeChain ruleDerivative of cosineDerivative of sineProduct ruleLinearity of differentiationDerivative of a polynomialA polynomial over a field has at most as many roots as its degreeLinear independence

Proof

We work with complex solutions and take real and imaginary parts.

  1. Conjugate root. For h∈ℂ[t]h \in \C[t], let hˉ\bar h be hh with each coefficient replaced by its complex conjugate. Conjugation respects sums and products of complex numbers, so h1h2‾=hˉ1hˉ2\overline{h_1 h_2} = \bar h_1 \bar h_2. Also pˉ=p\bar p = p, since pp has real coefficients.
  2. Let λ=α+iβ\lambda = \alpha + i \beta. By the definition of multiplicity, p=(t−λ)mhp = (t - \lambda)^m h for some h∈ℂ[t]h \in \C[t]. Conjugating gives p=(t−λˉ)mhˉp = (t - \bar\lambda)^m \bar h. So the multiplicity of λˉ\bar\lambda is at least mm.
  3. The same argument with λˉ\bar\lambda in place of λ\lambda shows that the multiplicity of λ\lambda is at least that of λˉ\bar\lambda. So α−iβ=λˉ\alpha - i \beta = \bar\lambda is a root of multiplicity exactly mm.
  4. Complex functions. For u=u1+iu2u = u_1 + i u_2 with real u1,u2:ℝ→ℝu_1, u_2 : \R \to \R, let u′=u1′+iu2′u' = u_1' + i u_2' when both are differentiable. The product rule and linearity with complex constants hold, by applying the real rules to real and imaginary parts.
  5. For μ=a+ib\mu = a + i b with a,b∈ℝa, b \in \R, let Eμ(x)=eμxE_\mu(x) = e^{\mu x}. By the product of exponentials and Euler's formula, Eμ(x)=eax(cos⁡bx+isin⁡bx)E_\mu(x) = e^{a x}\left(\cos b x + i \sin b x\right).
  6. By the chain rule and the derivatives of exp, cos and sin, Eμ′=eax(acos⁡bx−bsin⁡bx)+i eax(asin⁡bx+bcos⁡bx)E_\mu' = e^{a x}\left(a \cos b x - b \sin b x\right) + i\, e^{a x}\left(a \sin b x + b \cos b x\right). Expanding (a+ib)(cos⁡bx+isin⁡bx)(a + i b)(\cos b x + i \sin b x) shows that this is μEμ\mu E_\mu.
  7. Also EμEν=Eμ+νE_\mu E_\nu = E_{\mu + \nu}, and Eμ(x)E−μ(x)=E0(x)=1E_\mu(x) E_{-\mu}(x) = E_0(x) = 1. So Eμ(x)≠0E_\mu(x) \ne 0 for each xx.
  8. Let DD be differentiation of infinitely differentiable functions ℝ→ℂ\R \to \C. For q(t)=∑jbjtj∈ℂ[t]q(t) = \sum_j b_j t^j \in \C[t], let q(D)u=∑jbju(j)q(D) u = \sum_j b_j u^{(j)}. As DjD^j is linear and DjDl=Dj+lD^j D^l = D^{j+l}, we get q1(D)(q2(D)u)=(q1q2)(D)uq_1(D)\left(q_2(D) u\right) = (q_1 q_2)(D) u.
  9. By steps 4 and 6, (D−μ)(xkEμ)=kxk−1Eμ(D - \mu)\left(x^k E_\mu\right) = k x^{k-1} E_\mu for k≥0k \ge 0. Applying this k+1k + 1 times gives (D−μ)j(xkEμ)=0(D - \mu)^{j}\left(x^k E_\mu\right) = 0 for each j>kj > k.
  10. Solutions. Let 0≤k≤m−10 \le k \le m - 1. By steps 2, 8 and 9, p(D)(xkEλ)=h(D)((D−λ)m(xkEλ))=0p(D)\left(x^k E_\lambda\right) = h(D)\left((D - \lambda)^m \left(x^k E_\lambda\right)\right) = 0.
  11. By step 5, xkEλ=uk+ivkx^k E_\lambda = u_k + i v_k, where uk=xkeαxcos⁡βxu_k = x^k e^{\alpha x} \cos \beta x and vk=xkeαxsin⁡βxv_k = x^k e^{\alpha x} \sin \beta x are real.
  12. The coefficients of pp are real. So p(D)ukp(D) u_k and p(D)vkp(D) v_k are real, and 0=p(D)(uk+ivk)=p(D)uk+i p(D)vk0 = p(D)(u_k + i v_k) = p(D) u_k + i\, p(D) v_k. Hence p(D)uk=p(D)vk=0p(D) u_k = p(D) v_k = 0.
  13. So the 2m2m functions uk,vku_k, v_k are real solutions of the equation with constant coefficients on ℝ\R, with characteristic polynomial pp.
  14. Independence. Let ak,bk∈ℝa_k, b_k \in \R with ∑k=0m−1(akuk+bkvk)=0\sum_{k=0}^{m-1} \left(a_k u_k + b_k v_k\right) = 0 on ℝ\R.
  15. The cosine is even and the sine is odd, as their definitions show. So Eλˉ(x)=eαx(cos⁡βx−isin⁡βx)E_{\bar\lambda}(x) = e^{\alpha x}\left(\cos \beta x - i \sin \beta x\right). Hence uk=xk(Eλ+Eλˉ)/2u_k = x^k \left(E_\lambda + E_{\bar\lambda}\right)/2 and vk=xk(Eλ−Eλˉ)/(2i)v_k = x^k \left(E_\lambda - E_{\bar\lambda}\right)/(2i).
  16. Substituting, Q1(x)Eλ(x)+Q2(x)Eλˉ(x)=0Q_1(x) E_\lambda(x) + Q_2(x) E_{\bar\lambda}(x) = 0 for all real xx. Here Q1(t)=∑kak−ibk2tkQ_1(t) = \sum_k \frac{a_k - i b_k}{2} t^k and Q2(t)=∑kak+ibk2tkQ_2(t) = \sum_k \frac{a_k + i b_k}{2} t^k.
  17. Multiply by E−λˉE_{-\bar\lambda} and use step 7: Q1(x)Eγ(x)+Q2(x)=0Q_1(x) E_\gamma(x) + Q_2(x) = 0, where γ=λ−λˉ=2iβ≠0\gamma = \lambda - \bar\lambda = 2 i \beta \ne 0.
  18. Suppose Q1≠0Q_1 \ne 0, with degree dd and leading coefficient cc. By step 6 and the product rule, D(Q(x)Eγ)=(Q′+γQ)(x) EγD\left(Q(x) E_\gamma\right) = \left(Q' + \gamma Q\right)(x)\, E_\gamma for each polynomial QQ.
  19. If Q≠0Q \ne 0, then Q′+γQQ' + \gamma Q has the same degree and leading coefficient multiplied by γ≠0\gamma \ne 0, by the derivative of a polynomial.
  20. Let ee be one more than the degree of Q2Q_2, or e=0e = 0 if Q2=0Q_2 = 0. Differentiating step 17 ee times gives R(x)Eγ(x)=0R(x) E_\gamma(x) = 0 for all real xx, where RR has degree dd and leading coefficient γec≠0\gamma^e c \ne 0.
  21. By step 7, R(x)=0R(x) = 0 for all real xx. A nonzero polynomial over ℂ\C has finitely many roots, a contradiction. So Q1=0Q_1 = 0.
  22. Then Q2(x)=0Q_2(x) = 0 for all real xx, so Q2=0Q_2 = 0 by the same fact. Thus ak−ibk=0a_k - i b_k = 0 for each kk, so ak=bk=0a_k = b_k = 0.
  23. Hence the 2m2m real solutions are linearly independent on ℝ\R.

Idea

Over ℂ\C, the root λ\lambda of multiplicity mm gives the solutions xkeλxx^k e^{\lambda x}, as for real roots. Since the equation has real coefficients, the real and imaginary parts of a complex solution are real solutions. Independence reduces, through Euler's formula, to the independence of xkeλxx^k e^{\lambda x} and xkeλˉxx^k e^{\bar\lambda x} with λ≠λˉ\lambda \ne \bar\lambda.

Reading path

To understand this page from the ground up, read these 300 pages in order. The foundations come first. The path takes the proofs Proof of the Cauchy–Hadamard theorem, Proof of the derivative of cosine by term-by-term differentiation, Proof of the Weierstrass M-test, Proof of the limit of a sum of sequences, Proof of Rolle's theorem, Proof of cancellation in an integral domain, Proof of the approximation property of the supremum, Proof that every sequence has a monotone subsequence, by peaks, Proof of the formula for the derivative of a polynomial, Proof of the commutativity of addition by induction, Proof of term-by-term differentiation, Proof of the epsilon-delta form of continuity, Proof of the power rule by induction, Proof that absolutely convergent series converge, Proof of the sum of a finite geometric series, Proof that convergent sequences are Cauchy, Proof that a complex number times its conjugate is the square of its modulus, Proof that there is a natural number n with 1/n below any positive epsilon, Proof of the chain rule with an auxiliary difference quotient, Proof of the Cauchy criterion for series, Proof of the Cauchy criterion for sequences by the Bolzano–Weierstrass theorem, Proof that the exponential series has infinite radius of convergence, Proof that R[x] is an integral domain iff R is, Proof of the equality of complex numbers, Proof that the reals form an ordered field, with the Cauchy sequence construction, Proof of the root test, Proof of the double negation law by a truth table, Proof that power series converge uniformly on smaller intervals inside the radius of convergence, Proof of the extreme value theorem by the Bolzano–Weierstrass theorem, Proof that subsequences of a convergent sequence converge to the same limit, Proof of the uniqueness of limits, Proof of the degree of a product over an integral domain, Proof of strong induction from ordinary induction, Proof that power series are differentiable inside the radius of convergence, Proof of the limit of a product of sequences, Proof that uniform convergence of derivatives allows term-by-term differentiation, Proof that the absolute value is multiplicative, Proof of the squeeze theorem for sequences, Proof of the existence of square roots of nonnegative reals, Proof of Pascal's rule from the recursive definition, Proof that i squared is minus one, Proof of the linearity of differentiation, Proof of the sequential characterization of limits, Proof that Cauchy sequences are bounded, Proof of the triangle inequality for real numbers, Proof of the epsilon-N definition of the limit of a sequence, Proof that the modulus is multiplicative, Proof of the comparison test, Proof that a polynomial over a field has at most as many roots as its degree, Proof of the remainder theorem, Proof of Fermat's theorem on stationary points, Proof that limits preserve non-strict inequalities, Proof of the factorial formula for binomial coefficients by induction, Proof of the product of exponentials by the Cauchy product, Proof that the complex numbers form a field, Proof of the binomial theorem by induction, Proof that exponentials dominate powers in sequences, by the ratio of consecutive terms, Proof that differentiable functions are continuous, Proof of the epsilon-delta form of the limit of a function, Proof of the derivative of sine by term-by-term differentiation, Proof of the well-ordering principle from strong induction, Proof of the Bolzano–Weierstrass theorem by a monotone subsequence, Proof of the Archimedean property in an Archimedean ordered field, Proof that a composition of continuous functions is continuous, Proof of the exponential of a sum by the Cauchy product, Proof that a decreasing sequence bounded below converges, Proof of the term test, Proof that the exponential function is its own derivative, by term-by-term differentiation, Proof that the reals are Archimedean from the completeness axiom, Proof of the ratio test, Proof that convergent sequences are bounded, Proof of the product rule, Proof of the monotone convergence theorem for sequences, Proof that continuity is equivalent to sequential continuity, Proof of the boundedness theorem by Bolzano–Weierstrass, Proof of the factor theorem, Proof of the ratio formula for the radius of convergence, Proof of Euler's formula by power series, Proof that a series of nonnegative terms converges iff its partial sums are bounded, Proof of the mean value theorem from Rolle's theorem, Proof that the Cauchy product of absolutely convergent series converges absolutely to the product, Proof of the constant multiple rule.

  1. Binomial coefficient definition
  2. Complex numbers object
  3. Complex numbers as pairs of reals concept
  4. Construction of the reals from Cauchy sequences concept
  5. Definition by recursion concept
  6. Differential equation concept
  7. Element definition
  8. Factorial definition
  9. Function concept
  10. Group concept
  11. Imaginary unit object
  12. Integers object
  13. Interval concept
  14. Limit point of a set definition
  15. Local maximum definition
  16. Mathematical induction concept
  17. Natural numbers object
  18. Ordered field definition
  19. Peano axioms concept
  20. Proposition concept
  21. Rational numbers object
  22. Real numbers object
  23. Sequence definition
  24. Set bounded above definition
  25. Vector space definition
  26. Proof of Pascal's rule from the recursive definition proof
  27. Complex exponential definition
  28. Power series in the complex plane definition
  29. Real and imaginary parts definition
  30. Proof that i squared is minus one proof
  31. Set definition
  32. Ordinary differential equation definition
  33. Ring definition
  34. Ring of integers statement
  35. Limit of a function definition
  36. Local minimum definition
  37. Archimedean ordered field definition
  38. Successor function definition
  39. Conjunction definition
  40. Disjunction definition
  41. Implication definition
  42. Negation definition
  43. Predicate definition
  44. The reals form a field statement
  45. Real sequence definition
  46. Subsequence definition
  47. Infimum definition
  48. Supremum definition
  49. Linear combination definition
  50. Pascal's rule statement
  51. Complex sine and cosine definition
  52. Complex conjugate definition
  53. Ordered pair definition
  54. i squared is minus one statement
  55. Order of a differential equation definition
  56. Commutative ring definition
  57. Polynomial ring definition
  58. Ring homomorphism definition
  59. Unit of a ring definition
  60. Zero divisor definition
  61. Continuity at a point definition
  62. Derivative definition
  63. One-sided limit definition
  64. Addition of natural numbers definition
  65. Biconditional definition
  66. Proof of the Archimedean property in an Archimedean ordered field proof
  67. The rationals form a field statement
  68. Truth table concept
  69. Modus ponens concept
  70. The successor function is injective statement
  71. Zero is not a successor statement
  72. Universal quantifier definition
  73. Bounded sequence definition
  74. Cauchy sequence definition
  75. Geometric sequence definition
  76. Limit of a sequence definition
  77. Monotone sequence definition
  78. Sequence tending to infinity definition
  79. Series definition
  80. Completeness axiom statement
  81. Linear independence definition
  82. Proof of the factorial formula for binomial coefficients by induction proof
  83. Cartesian product definition
  84. Proof of the equality of complex numbers proof
  85. Divisibility in a commutative ring definition
  86. Degree of a polynomial definition
  87. Polynomial evaluation definition
  88. Field definition
  89. Linear differential equation of order n definition
  90. Integral domain definition
  91. Continuous function definition
  92. Differentiable function definition
  93. Subset definition
  94. One-sided derivative definition
  95. Archimedean property statement
  96. Proof of the commutativity of addition by induction proof
  97. Order on the natural numbers definition
  98. Propositional logic concept
  99. The rationals form an ordered field statement
  100. Mathematical proof concept
  101. Limit superior definition
  102. Proof of the sum of a finite geometric series proof
  103. Convergent sequence definition
  104. Pointwise convergence definition
  105. Sequential continuity definition
  106. The sequence r^n tends to infinity for r > 1 example
  107. Cauchy product definition
  108. Partial sum definition
  109. Power series definition
  110. Factorial formula for binomial coefficients statement
  111. Equality of complex numbers statement
  112. Leading coefficient definition
  113. Root of a polynomial definition
  114. Binary relation definition
  115. Evaluation homomorphism definition
  116. Linear equation with constant coefficients definition
  117. Proof of cancellation in an integral domain proof
  118. Order on the reals definition
  119. Proof that a composition of continuous functions is continuous proof
  120. Commutativity of addition statement
  121. Proof of strong induction from ordinary induction proof
  122. Tautology definition
  123. Uniform convergence definition
  124. Sum of a finite geometric series statement
  125. Radius of convergence definition
  126. Convergent series definition
  127. Sine and cosine definition
  128. Proof of the binomial theorem by induction proof
  129. Monic polynomial definition
  130. Multiplicity of a root definition
  131. Antisymmetric relation definition
  132. Reflexive relation definition
  133. Transitive relation definition
  134. Proof of the degree of a product over an integral domain proof
  135. Proof of the remainder theorem proof
  136. Characteristic equation definition
  137. Proof that the complex numbers form a field proof
  138. Cancellation in an integral domain statement
  139. Interval definition
  140. Uniform convergence on a set definition
  141. Strong induction statement
  142. Logical equivalence definition
  143. Sum of a series definition
  144. Series of functions definition
  145. Absolute convergence definition
  146. Binomial theorem statement
  147. Division algorithm for polynomials statement
  148. Preorder definition
  149. Degree of a product statement
  150. The complex numbers form a field statement
  151. Proof of the epsilon-delta form of the limit of a function proof
  152. Proof of the epsilon-delta form of continuity proof
  153. Proof of the well-ordering principle from strong induction proof
  154. Proof of the double negation law by a truth table proof
  155. Partial order definition
  156. Remainder theorem statement
  157. Proof that R[x] is an integral domain iff R is proof
  158. Epsilon-delta definition of a limit statement
  159. Epsilon-delta definition of continuity statement
  160. Well-ordering principle statement
  161. Double negation law statement
  162. Total order definition
  163. Proof of the factor theorem proof
  164. R[x] is an integral domain iff R is statement
  165. Composition of continuous functions is continuous statement
  166. Proof by contradiction concept
  167. Proof that every sequence has a monotone subsequence, by peaks proof
  168. Factor theorem statement
  169. Proof that the reals form an ordered field, with the Cauchy sequence construction proof
  170. Every sequence has a monotone subsequence statement
  171. Proof that a polynomial over a field has at most as many roots as its degree proof
  172. The reals form an ordered field statement
  173. Absolute value definition
  174. A polynomial over a field has at most as many roots as its degree statement
  175. Proof of the approximation property of the supremum proof
  176. Proof of the existence of square roots of nonnegative reals proof
  177. Proof of the triangle inequality for real numbers proof
  178. Proof that the absolute value is multiplicative proof
  179. Proof of the epsilon-N definition of the limit of a sequence proof
  180. Existence of square roots of nonnegative reals statement
  181. Approximation property of the supremum statement
  182. Triangle inequality statement
  183. Absolute value is multiplicative statement
  184. Square root definition
  185. Epsilon-N definition of the limit of a sequence statement
  186. Proof that the reals are Archimedean from the completeness axiom proof
  187. Proof of the limit of a sum of sequences proof
  188. Proof of the squeeze theorem for sequences proof
  189. Modulus of a complex number definition
  190. Proof of the uniqueness of limits proof
  191. Proof that limits preserve non-strict inequalities proof
  192. Proof that differentiable functions are continuous proof
  193. The reals are Archimedean statement
  194. Proof that convergent sequences are bounded proof
  195. Proof that convergent sequences are Cauchy proof
  196. Proof that subsequences of a convergent sequence converge to the same limit proof
  197. The sequence 1/n tends to zero example
  198. Proof that Cauchy sequences are bounded proof
  199. Proof of the term test proof
  200. Proof of the monotone convergence theorem for sequences proof
  201. Proof that a complex number times its conjugate is the square of its modulus proof
  202. Proof that there is a natural number n with 1/n below any positive epsilon proof
  203. Differentiable functions are continuous statement
  204. Limit of a sum of sequences statement
  205. Uniqueness of limits statement
  206. Limits preserve non-strict inequalities statement
  207. Proof of the ratio formula for the radius of convergence proof
  208. Convergent sequences are bounded statement
  209. Squeeze theorem statement
  210. Subsequences of a convergent sequence converge to the same limit statement
  211. Convergent sequences are Cauchy statement
  212. Cauchy sequences are bounded statement
  213. Monotone convergence theorem for sequences statement
  214. A complex number times its conjugate statement
  215. Proof of the limit of a product of sequences proof
  216. There is a natural number n with 1/n below any positive epsilon statement
  217. Term test statement
  218. Proof that a series of nonnegative terms converges iff its partial sums are bounded proof
  219. Proof that a decreasing sequence bounded below converges proof
  220. The sequence r^n tends to zero for |r| < 1 example
  221. Proof that the modulus is multiplicative proof
  222. Decreasing sequence bounded below converges statement
  223. Proof of the sequential characterization of limits proof
  224. Proof that continuity is equivalent to sequential continuity proof
  225. Limit of a product of sequences statement
  226. A series of nonnegative terms converges iff its partial sums are bounded statement
  227. Geometric series example
  228. Modulus is multiplicative statement
  229. Proof of Euler's formula by power series proof
  230. Continuity is equivalent to sequential continuity statement
  231. Proof that the Cauchy product of absolutely convergent series converges absolutely to the product proof
  232. Proof of the Cauchy–Hadamard theorem proof
  233. Proof of the root test proof
  234. Sequential characterization of limits statement
  235. Proof that exponentials dominate powers in sequences, by the ratio of consecutive terms proof
  236. Proof of the ratio test proof
  237. Proof of the Bolzano–Weierstrass theorem by a monotone subsequence proof
  238. Proof of the comparison test proof
  239. Euler's formula statement
  240. Proof of the chain rule with an auxiliary difference quotient proof
  241. Proof of the product rule proof
  242. Proof of the linearity of differentiation proof
  243. Comparison test statement
  244. Bolzano–Weierstrass theorem statement
  245. Cauchy product of absolutely convergent series statement
  246. Exponentials dominate powers in sequences statement
  247. Proof of the product of exponentials by the Cauchy product proof
  248. Chain rule statement
  249. Product rule statement
  250. Linearity of differentiation statement
  251. Ratio test statement
  252. Root test statement
  253. Proof of the boundedness theorem by Bolzano–Weierstrass proof
  254. Proof of the Cauchy criterion for sequences by the Bolzano–Weierstrass theorem proof
  255. Product of exponentials statement
  256. Proof of the constant multiple rule proof
  257. Boundedness theorem statement
  258. Proof of the power rule by induction proof
  259. Ratio formula for the radius of convergence statement
  260. Cauchy–Hadamard theorem statement
  261. Cauchy criterion for sequences statement
  262. Constant multiple rule statement
  263. Power rule statement
  264. Proof of the extreme value theorem by the Bolzano–Weierstrass theorem proof
  265. Uniformly Cauchy sequence of functions definition
  266. Proof of the Cauchy criterion for series proof
  267. Extreme value theorem statement
  268. Proof of the formula for the derivative of a polynomial proof
  269. Proof of Fermat's theorem on stationary points proof
  270. Cauchy criterion for series statement
  271. Derivative of a polynomial statement
  272. Proof that absolutely convergent series converge proof
  273. Fermat's theorem on stationary points statement
  274. Proof of Rolle's theorem proof
  275. Absolutely convergent series converge statement
  276. Rolle's theorem statement
  277. Proof of the Weierstrass M-test proof
  278. Proof of the mean value theorem from Rolle's theorem proof
  279. Weierstrass M-test statement
  280. Mean value theorem statement
  281. Proof that power series converge uniformly on smaller intervals inside the radius of convergence proof
  282. Proof that uniform convergence of derivatives allows term-by-term differentiation proof
  283. Power series converge uniformly on smaller discs inside the radius of convergence statement
  284. Uniform convergence of derivatives allows term-by-term differentiation statement
  285. Proof that the exponential series has infinite radius of convergence proof
  286. The exponential series has infinite radius of convergence statement
  287. Proof of term-by-term differentiation proof
  288. Term-by-term differentiation statement
  289. Exponential function definition
  290. Proof of the exponential of a sum by the Cauchy product proof
  291. Proof that power series are differentiable inside the radius of convergence proof
  292. Exponential of a sum statement
  293. Power series are differentiable inside the radius of convergence statement
  294. Proof that the exponential function is its own derivative, by term-by-term differentiation proof
  295. Proof of the derivative of cosine by term-by-term differentiation proof
  296. Proof of the derivative of sine by term-by-term differentiation proof
  297. The exponential function is its own derivative statement
  298. Derivative of cosine statement
  299. Derivative of sine statement
  300. Proof of the solutions for complex conjugate roots proof

Where this leads

28 pages build on this one.

Further reading

  1. Web https://en.wikipedia.org/wiki/Linear_differential_equation
About this page
Tag4S0RKK523V
URIm2://4S0RKK523V
Kindproof
WritingW0 stub
MSC34A30
ProvesSolutions for complex conjugate roots
UsesCharacteristic equation, Linear equation with constant coefficients, Multiplicity of a root, Complex conjugate, Euler's formula, Product of exponentials, Complex sine and cosine, The exponential function is its own derivative, Chain rule, Derivative of cosine, Derivative of sine, Product rule, Linearity of differentiation, Derivative of a polynomial, A polynomial over a field has at most as many roots as its degree, Linear independence
Changed4 November 2026

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