Seen questions
Worked solutions on complex roots, polynomial factorisation, conjugate pairs and root counts.
These past exam questions find and count polynomial roots using factorisation, conjugate pairs and the fundamental theorem of algebra.
Keep the scalar field explicit whenever a question moves between complex roots and real factors: complex factorisation uses linear factors over , while conjugate pairs give real quadratics over .
Factor theorem
A number is a root of if and only if is a factor of .
A complex conjugate pair of roots
The following factorisation is available:
>> syms z
>> p = z^3 + (2 + 6*i)*z^2 + (10 + 36*i)*z - 136 + 204*i;
>> q = simplify( p / (z - 4 + 6*i) )
q =
z^2 + 6*z + 34Using the above output, or otherwise, does the equation
have a complex conjugate pair of roots? Give a short argument directly from the factorisation.
Solution
The divisor displayed in the output is
To justify the result algebraically, multiply the displayed divisor and quotient:
Thus the original polynomial has the root and its remaining roots are the roots of
The quadratic formula gives
The two roots and are complex conjugates, so the answer is Yes.
The coefficients of the original polynomial are not all real, so the conjugate-root theorem does not apply here; the explicit factorisation is what establishes the pair.
[routine]
- [1]:Polynomial root
- [2]:Factor theorem
- [3]:Complex conjugate
Factorisation over the complex numbers
Every complex polynomial of degree can be written
where is the coefficient of and the are roots, counted with multiplicity.
Real linear and quadratic factors
Every non-zero polynomial with real coefficients can be written as a non-zero real constant times a product of real linear factors and real quadratic factors.
Factorisation over the real and complex numbers
Identify whether each statement is true or false:
(a) Every complex polynomial with degree at least can be factored into real polynomials of degrees , and .
(b) Every complex polynomial with degree at least can be factored into complex polynomials of degrees and .
(c) Every real polynomial with degree at least can be factored into real polynomials of degrees and .
(d) Every complex polynomial with degree at least can be factored into complex polynomials of degrees and .
(e) Every complex polynomial with degree at least can be factored into real polynomials of degrees and .
(f) Every real polynomial with degree at least can be factored into real polynomials of degrees and .
(g) Every real polynomial with degree at least can be factored into real polynomials of degrees , and .
Solution
The coefficient field determines which factorisation theorem applies. Over , every non-constant polynomial is a product of complex linear factors. Over , a real root gives a real linear factor, while a non-real conjugate pair gives a real quadratic factor. Read “of degrees and ” as allowing any factors whose degrees are among those listed.
(a) False. Consider the complex polynomial
It has no real root, so it has no real linear factor. A factor of real degree or cannot occur in a factorisation of a degree-one polynomial. Therefore cannot be factored into real polynomials of the listed degrees. More generally, complex coefficients do not guarantee real polynomial factors.
(b) True. The complex factorisation theorem gives, for a degree- complex polynomial,
Every non-constant factor in this factorisation has degree , which is one of the allowed degrees. A separate cubic factor is not needed.
(c) True. If a real polynomial has a non-real root , then is also a root. Pairing their factors gives
which is a real quadratic. Real roots provide real linear factors, so every real polynomial factors into real factors of degrees and .
(d) True. The same complex factorisation used in part (b) factors every complex polynomial into degree-one complex factors. Since degree is allowed, the statement holds.
(e) False. The example is again a counterexample. Its root is non-real, so it has no real linear factor and its degree is too small to have a non-constant quadratic factor. Thus a complex polynomial need not factor into real polynomials.
(f) False. The real polynomial
has no real root, so it has no real linear factor. Up to non-zero constant factors, its only non-constant factorisation over is the quadratic itself and a degree- factor is impossible because the total degree is . Hence degrees and do not suffice.
(g) True. Part (c) already shows that every real polynomial factors into real linear and quadratic factors. Allowing degree as well changes nothing.
The truth values are therefore
Fundamental theorem of algebra
Every complex polynomial of degree has at least one complex root.
Roots of a high-degree complex polynomial
Harry is studying the equation
(a) Find the number of solutions of (1), counting multiplicity and justify the answer.
(b) If are the solutions of (1), find
(c) Identify one solution of (1).
Solution
(a)
Let
Moving the right-hand side of (1) to the left gives the polynomial equation
The highest power has coefficient , so is a non-zero complex polynomial of degree .
The fundamental theorem of algebra implies that a complex polynomial of degree has exactly complex roots counted with multiplicity. Therefore
(b)
Because is monic, its factorisation over is
The coefficient of in this product is . In there is no term, so this coefficient is zero. Hence
The constant term of the factorisation is
The constant term of is . Equating the two constant terms gives
so
The minus signs agree because the degree is odd. More generally, for a monic degree- polynomial, the product of all roots is times its constant term.
(c)
Taking
in the left-hand side of (1) gives
which is exactly the right-hand side. Thus is a solution.
[exam]
Fundamental theorem of algebra
Every complex polynomial of degree has at least one complex root.
Conjugate roots for real coefficients
If has real coefficients and is a root of multiplicity , then is also a root of multiplicity .
Roots of a real polynomial
You are given information about a real polynomial of degree . It can be factored as
where is a complex polynomial and
(a)
A consequence of the Fundamental Theorem of Algebra is that can also be factored into complex linear factors:
where and .
For example, consider
For the example, find
and
(b)
Given the information about the factorisation of , what are the possible minimum and maximum numbers of real roots, counted with multiplicity?
Solution
(a)
The displayed factorisation into linear factors is a direct consequence of the fundamental theorem of algebra: a degree- complex polynomial has complex roots counted with multiplicity. The leading coefficient is real because the original polynomial is real.
For the example, the polynomial is monic, so
The coefficient of in this product is . Comparing with the given coefficient gives
Since the degree is even, the constant term is
Comparing with the constant term gives
(b)
Factor the supplied factors as far as needed:
The displayed factors have total degree , so has degree .
The known real roots are
so at least five real roots are forced. The factors and also force four non-real roots:
The factor forces . Because has real coefficients, the conjugate-root theorem forces as a further root, which must be supplied by . Thus at least six non-real roots are forced, so there can be at most
real roots.
The number of real roots counted with multiplicity has the same parity as the degree, because all non-real roots occur in conjugate pairs. Since five real roots are already forced and the degree is even, at least one additional real root is required. Hence there are at least six real roots.
Both bounds are attainable. For the minimum, can supply the conjugate root , one real root and fourteen further non-real roots arranged in seven conjugate pairs. For the maximum, can supply and fifteen real roots. In either case, choose , where is a real degree- polynomial with the specified roots. The product is real, so these choices are consistent with having real coefficients. Therefore