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.
- Conjugate root. For , let be with each coefficient replaced by its complex conjugate. Conjugation respects sums and products of complex numbers, so . Also , since has real coefficients.
- Let . By the definition of multiplicity, for some . Conjugating gives . So the multiplicity of is at least .
- The same argument with in place of shows that the multiplicity of is at least that of . So is a root of multiplicity exactly .
- Complex functions. For with real , let when both are differentiable. The product rule and linearity with complex constants hold, by applying the real rules to real and imaginary parts.
- For with , let . By the product of exponentials and Euler's formula, .
- By the chain rule and the derivatives of exp, cos and sin, . Expanding shows that this is .
- Also , and . So for each .
- Let be differentiation of infinitely differentiable functions . For , let . As is linear and , we get .
- By steps 4 and 6, for . Applying this times gives for each .
- Solutions. Let . By steps 2, 8 and 9, .
- By step 5, , where and are real.
- The coefficients of are real. So and are real, and . Hence .
- So the functions are real solutions of the equation with constant coefficients on , with characteristic polynomial .
- Independence. Let with on .
- The cosine is even and the sine is odd, as their definitions show. So . Hence and .
- Substituting, for all real . Here and .
- Multiply by and use step 7: , where .
- Suppose , with degree and leading coefficient . By step 6 and the product rule, for each polynomial .
- If , then has the same degree and leading coefficient multiplied by , by the derivative of a polynomial.
- Let be one more than the degree of , or if . Differentiating step 17 times gives for all real , where has degree and leading coefficient .
- By step 7, for all real . A nonzero polynomial over has finitely many roots, a contradiction. So .
- Then for all real , so by the same fact. Thus for each , so .
- Hence the real solutions are linearly independent on .
Idea
Over , the root of multiplicity gives the solutions , 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 and with .
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.
- Binomial coefficient definition
- Complex numbers object
- Complex numbers as pairs of reals concept
- Construction of the reals from Cauchy sequences concept
- Definition by recursion concept
- Differential equation concept
- Element definition
- Factorial definition
- Function concept
- Group concept
- Imaginary unit object
- Integers object
- Interval concept
- Limit point of a set definition
- Local maximum definition
- Mathematical induction concept
- Natural numbers object
- Ordered field definition
- Peano axioms concept
- Proposition concept
- Rational numbers object
- Real numbers object
- Sequence definition
- Set bounded above definition
- Vector space definition
- Proof of Pascal's rule from the recursive definition proof
- Complex exponential definition
- Power series in the complex plane definition
- Real and imaginary parts definition
- Proof that i squared is minus one proof
- Set definition
- Ordinary differential equation definition
- Ring definition
- Ring of integers statement
- Limit of a function definition
- Local minimum definition
- Archimedean ordered field definition
- Successor function definition
- Conjunction definition
- Disjunction definition
- Implication definition
- Negation definition
- Predicate definition
- The reals form a field statement
- Real sequence definition
- Subsequence definition
- Infimum definition
- Supremum definition
- Linear combination definition
- Pascal's rule statement
- Complex sine and cosine definition
- Complex conjugate definition
- Ordered pair definition
- i squared is minus one statement
- Order of a differential equation definition
- Commutative ring definition
- Polynomial ring definition
- Ring homomorphism definition
- Unit of a ring definition
- Zero divisor definition
- Continuity at a point definition
- Derivative definition
- One-sided limit definition
- Addition of natural numbers definition
- Biconditional definition
- Proof of the Archimedean property in an Archimedean ordered field proof
- The rationals form a field statement
- Truth table concept
- Modus ponens concept
- The successor function is injective statement
- Zero is not a successor statement
- Universal quantifier definition
- Bounded sequence definition
- Cauchy sequence definition
- Geometric sequence definition
- Limit of a sequence definition
- Monotone sequence definition
- Sequence tending to infinity definition
- Series definition
- Completeness axiom statement
- Linear independence definition
- Proof of the factorial formula for binomial coefficients by induction proof
- Cartesian product definition
- Proof of the equality of complex numbers proof
- Divisibility in a commutative ring definition
- Degree of a polynomial definition
- Polynomial evaluation definition
- Field definition
- Linear differential equation of order n definition
- Integral domain definition
- Continuous function definition
- Differentiable function definition
- Subset definition
- One-sided derivative definition
- Archimedean property statement
- Proof of the commutativity of addition by induction proof
- Order on the natural numbers definition
- Propositional logic concept
- The rationals form an ordered field statement
- Mathematical proof concept
- Limit superior definition
- Proof of the sum of a finite geometric series proof
- Convergent sequence definition
- Pointwise convergence definition
- Sequential continuity definition
- The sequence r^n tends to infinity for r > 1 example
- Cauchy product definition
- Partial sum definition
- Power series definition
- Factorial formula for binomial coefficients statement
- Equality of complex numbers statement
- Leading coefficient definition
- Root of a polynomial definition
- Binary relation definition
- Evaluation homomorphism definition
- Linear equation with constant coefficients definition
- Proof of cancellation in an integral domain proof
- Order on the reals definition
- Proof that a composition of continuous functions is continuous proof
- Commutativity of addition statement
- Proof of strong induction from ordinary induction proof
- Tautology definition
- Uniform convergence definition
- Sum of a finite geometric series statement
- Radius of convergence definition
- Convergent series definition
- Sine and cosine definition
- Proof of the binomial theorem by induction proof
- Monic polynomial definition
- Multiplicity of a root definition
- Antisymmetric relation definition
- Reflexive relation definition
- Transitive relation definition
- Proof of the degree of a product over an integral domain proof
- Proof of the remainder theorem proof
- Characteristic equation definition
- Proof that the complex numbers form a field proof
- Cancellation in an integral domain statement
- Interval definition
- Uniform convergence on a set definition
- Strong induction statement
- Logical equivalence definition
- Sum of a series definition
- Series of functions definition
- Absolute convergence definition
- Binomial theorem statement
- Division algorithm for polynomials statement
- Preorder definition
- Degree of a product statement
- The complex numbers form a field statement
- Proof of the epsilon-delta form of the limit of a function proof
- Proof of the epsilon-delta form of continuity proof
- Proof of the well-ordering principle from strong induction proof
- Proof of the double negation law by a truth table proof
- Partial order definition
- Remainder theorem statement
- Proof that R[x] is an integral domain iff R is proof
- Epsilon-delta definition of a limit statement
- Epsilon-delta definition of continuity statement
- Well-ordering principle statement
- Double negation law statement
- Total order definition
- Proof of the factor theorem proof
- R[x] is an integral domain iff R is statement
- Composition of continuous functions is continuous statement
- Proof by contradiction concept
- Proof that every sequence has a monotone subsequence, by peaks proof
- Factor theorem statement
- Proof that the reals form an ordered field, with the Cauchy sequence construction proof
- Every sequence has a monotone subsequence statement
- Proof that a polynomial over a field has at most as many roots as its degree proof
- The reals form an ordered field statement
- Absolute value definition
- A polynomial over a field has at most as many roots as its degree statement
- Proof of the approximation property of the supremum proof
- Proof of the existence of square roots of nonnegative reals proof
- Proof of the triangle inequality for real numbers proof
- Proof that the absolute value is multiplicative proof
- Proof of the epsilon-N definition of the limit of a sequence proof
- Existence of square roots of nonnegative reals statement
- Approximation property of the supremum statement
- Triangle inequality statement
- Absolute value is multiplicative statement
- Square root definition
- Epsilon-N definition of the limit of a sequence statement
- Proof that the reals are Archimedean from the completeness axiom proof
- Proof of the limit of a sum of sequences proof
- Proof of the squeeze theorem for sequences proof
- Modulus of a complex number definition
- Proof of the uniqueness of limits proof
- Proof that limits preserve non-strict inequalities proof
- Proof that differentiable functions are continuous proof
- The reals are Archimedean statement
- Proof that convergent sequences are bounded proof
- Proof that convergent sequences are Cauchy proof
- Proof that subsequences of a convergent sequence converge to the same limit proof
- The sequence 1/n tends to zero example
- Proof that Cauchy sequences are bounded proof
- Proof of the term test proof
- Proof of the monotone convergence theorem for sequences proof
- Proof that a complex number times its conjugate is the square of its modulus proof
- Proof that there is a natural number n with 1/n below any positive epsilon proof
- Differentiable functions are continuous statement
- Limit of a sum of sequences statement
- Uniqueness of limits statement
- Limits preserve non-strict inequalities statement
- Proof of the ratio formula for the radius of convergence proof
- Convergent sequences are bounded statement
- Squeeze theorem statement
- Subsequences of a convergent sequence converge to the same limit statement
- Convergent sequences are Cauchy statement
- Cauchy sequences are bounded statement
- Monotone convergence theorem for sequences statement
- A complex number times its conjugate statement
- Proof of the limit of a product of sequences proof
- There is a natural number n with 1/n below any positive epsilon statement
- Term test statement
- Proof that a series of nonnegative terms converges iff its partial sums are bounded proof
- Proof that a decreasing sequence bounded below converges proof
- The sequence r^n tends to zero for |r| < 1 example
- Proof that the modulus is multiplicative proof
- Decreasing sequence bounded below converges statement
- Proof of the sequential characterization of limits proof
- Proof that continuity is equivalent to sequential continuity proof
- Limit of a product of sequences statement
- A series of nonnegative terms converges iff its partial sums are bounded statement
- Geometric series example
- Modulus is multiplicative statement
- Proof of Euler's formula by power series proof
- Continuity is equivalent to sequential continuity statement
- Proof that the Cauchy product of absolutely convergent series converges absolutely to the product proof
- Proof of the Cauchy–Hadamard theorem proof
- Proof of the root test proof
- Sequential characterization of limits statement
- Proof that exponentials dominate powers in sequences, by the ratio of consecutive terms proof
- Proof of the ratio test proof
- Proof of the Bolzano–Weierstrass theorem by a monotone subsequence proof
- Proof of the comparison test proof
- Euler's formula statement
- Proof of the chain rule with an auxiliary difference quotient proof
- Proof of the product rule proof
- Proof of the linearity of differentiation proof
- Comparison test statement
- Bolzano–Weierstrass theorem statement
- Cauchy product of absolutely convergent series statement
- Exponentials dominate powers in sequences statement
- Proof of the product of exponentials by the Cauchy product proof
- Chain rule statement
- Product rule statement
- Linearity of differentiation statement
- Ratio test statement
- Root test statement
- Proof of the boundedness theorem by Bolzano–Weierstrass proof
- Proof of the Cauchy criterion for sequences by the Bolzano–Weierstrass theorem proof
- Product of exponentials statement
- Proof of the constant multiple rule proof
- Boundedness theorem statement
- Proof of the power rule by induction proof
- Ratio formula for the radius of convergence statement
- Cauchy–Hadamard theorem statement
- Cauchy criterion for sequences statement
- Constant multiple rule statement
- Power rule statement
- Proof of the extreme value theorem by the Bolzano–Weierstrass theorem proof
- Uniformly Cauchy sequence of functions definition
- Proof of the Cauchy criterion for series proof
- Extreme value theorem statement
- Proof of the formula for the derivative of a polynomial proof
- Proof of Fermat's theorem on stationary points proof
- Cauchy criterion for series statement
- Derivative of a polynomial statement
- Proof that absolutely convergent series converge proof
- Fermat's theorem on stationary points statement
- Proof of Rolle's theorem proof
- Absolutely convergent series converge statement
- Rolle's theorem statement
- Proof of the Weierstrass M-test proof
- Proof of the mean value theorem from Rolle's theorem proof
- Weierstrass M-test statement
- Mean value theorem statement
- Proof that power series converge uniformly on smaller intervals inside the radius of convergence proof
- Proof that uniform convergence of derivatives allows term-by-term differentiation proof
- Power series converge uniformly on smaller discs inside the radius of convergence statement
- Uniform convergence of derivatives allows term-by-term differentiation statement
- Proof that the exponential series has infinite radius of convergence proof
- The exponential series has infinite radius of convergence statement
- Proof of term-by-term differentiation proof
- Term-by-term differentiation statement
- Exponential function definition
- Proof of the exponential of a sum by the Cauchy product proof
- Proof that power series are differentiable inside the radius of convergence proof
- Exponential of a sum statement
- Power series are differentiable inside the radius of convergence statement
- Proof that the exponential function is its own derivative, by term-by-term differentiation proof
- Proof of the derivative of cosine by term-by-term differentiation proof
- Proof of the derivative of sine by term-by-term differentiation proof
- The exponential function is its own derivative statement
- Derivative of cosine statement
- Derivative of sine statement
- Proof of the solutions for complex conjugate roots proof
Where this leads
28 pages build on this one.
- Solutions for complex conjugate roots
- Underdamped
- Damped harmonic oscillator
- Pendulum equation
- Forced oscillation and resonance
- Harmonic oscillator
- Simple harmonic motion
- Anharmonic oscillator
- Phonon dispersion in lattices
- Brunt–Väisälä frequency
- Damping
- Lorentz oscillator model
- Euler's elastica
- Inverted pendulum
- Liénard equation
- RLC circuit
- Parametric oscillator
- Furuta pendulum
- Q factor
- Random vibration
- Random vibration
- Parametric oscillator
- Anharmonic oscillator
- Elastic pendulum
- Kapitza's pendulum
- Bertrand's theorem
- Spherical pendulum
- Van der Pol oscillator
Further reading
About this page
| Tag | 4S0RKK523V |
|---|---|
| URI | m2://4S0RKK523V |
| Kind | proof |
| Writing | W0 stub |
| MSC | 34A30 |
| Proves | Solutions for complex conjugate roots |
| Uses | Characteristic 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 |
| Changed | 4 November 2026 |
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