wiki/wikipedia/1000.txt

In elementary algebra, completing the square is a technique for converting a quadratic polynomial of the form
$$
ax^2 + bx + c
$$

to the form
$$
 a(x-h)^2 + k
$$

for some values of h and k.

Completing the square is used in

* solving quadratic equations,

* deriving the quadratic formula,

* graphing quadratic functions,

* evaluating integrals in calculus, such as Gaussian integrals with a linear term in the exponent,

* finding Laplace transforms.

In mathematics, completing the square is often applied in any computation involving quadratic polynomials.

The formula in elementary algebra for computing the square of a binomial is:
$$
(x + p)^2 = x^2 + 2px + p^2.
$$

For example:

<math>\begin{alignat}{2}

(x+3)^2 &= x^2 + 6x + 9 && (p=3)\\[3pt]

(x-5)^2 &= x^2 - 10x + 25\qquad && (p=-5).

\end{alignat}

</math>

In any perfect square, the coefficient of x is twice the number p, and the constant term is equal to p<sup>2</sup>.

Consider the following quadratic polynomial:
$$
x^2 + 10x + 28.
$$

This quadratic is not a perfect square, since 28 is not the square of 5:
$$
(x+5)^2 = x^2 + 10x + 25.
$$

However, it is possible to write the original quadratic as the sum of this square and a constant:
$$
x^2 + 10x + 28 = (x+5)^2 + 3.
$$

This is called completing the square.

Given any monic quadratic
$$
x^2 + bx + c,
$$

it is possible to form a square that has the same first two terms:
$$
\left(x+\tfrac{1}{2} b\right)^2 = x^2 + bx + \tfrac{1}{4}b^2.
$$

This square differs from the original quadratic only in the value of the constant

term. Therefore, we can write
$$
x^2 + bx + c = \left(x + \tfrac{1}{2}b\right)^2 + k,
$$

where $k = c - \frac{b^2}{4}$. This operation is known as completing the square.

For example:

<math>\begin{alignat}{1}

x^2 + 6x + 11 &= (x+3)^2 + 2 \\[3pt]

x^2 + 14x + 30 &= (x+7)^2 - 19 \\[3pt]

x^2 - 2x + 7 &= (x-1)^2 + 6.

\end{alignat}

</math>

Given a quadratic polynomial of the form
$$
ax^2 + bx + c
$$

it is possible to factor out the coefficient a, and then complete the square for the resulting monic polynomial.

Example:

<math>

\begin{align}

3x^2 + 12x + 27 &= 3[x^2+4x+9]\\

&{}= 3\left[(x+2)^2 + 5\right]\\

&{}= 3(x+2)^2 + 3(5)\\

&{}= 3(x+2)^2 + 15

\end{align}</math>

This process of factoring out the coefficient a can further be simplified by only factorising it out of the first 2 terms. The integer at the end of the polynomial does not have to be included.

Example:

<math>

\begin{align}

3x^2 + 12x + 27 &= 3[x^2+4x] + 27\\

&{}= 3\left[(x+2)^2 -4\right] + 27\\

&{}= 3(x+2)^2 + 3(-4) + 27\\

&{}= 3(x+2)^2 - 12 + 27\\

&{}= 3(x+2)^2 + 15

\end{align}</math>

This allows the writing of any quadratic polynomial in the form
$$
a(x-h)^2 + k.
$$

The result of completing the square may be written as a formula. In the general case, one has
$$
ax^2 + bx + c = a(x-h)^2 + k,
$$

with
$$
h = -\frac{b}{2a} \quad\text{and}\quad k = c - ah^2 = c - \frac{b^2}{4a}.
$$

In particular, when a = 1, one has
$$
x^2 + bx + c = (x-h)^2 + k,
$$

with
$$
h = -\frac{b}{2} \quad\text{and}\quad k = c - h^2 = c - \frac{b^2}{4a}.
$$

By solving the equation $a(x-h)^2 + k=0$ in terms of $x-h,$ and reorganizing the resulting expression, one gets the quadratic formula for the roots of the quadratic equation:
$$
x=\frac{-b \pm \sqrt{b^2-4ac}}{2a}.
$$

The matrix case looks very similar:
$$
x^{\mathrm{T}}Ax + x^{\mathrm{T}}b + c = (x - h)^{\mathrm{T}}A(x - h) + k \quad\text{where}\quad h = -\frac{1}{2}A^{-1}b \quad\text{and}\quad k = c - \frac{1}{4}b^{\mathrm{T}}A^{-1}b
$$

where $A$ has to be symmetric.

If $A$ is not symmetric the formulae for $h$ and $k$ have

to be generalized to:
$$
h = -(A+A^{\mathrm{T}})^{-1}b \quad\text{and}\quad k = c - h^{\mathrm{T}}A h = c - b^{\mathrm{T}} (A+A^{\mathrm{T}})^{-1} A (A+A^{\mathrm{T}})^{-1}b
$$.

In analytic geometry, the graph of any quadratic function is a parabola in the xy-plane. Given a quadratic polynomial of the form
$$
a(x-h)^2 + k
$$

the numbers h and k may be interpreted as the Cartesian coordinates of the vertex (or stationary point) of the parabola. That is, h is the x-coordinate of the axis of symmetry (i.e. the axis of symmetry has equation x = h), and k is the minimum value (or maximum value, if a < 0) of the quadratic function.

One way to see this is to note that the graph of the function &fnof;(x) = x<sup>2</sup> is a parabola whose vertex is at the origin (0, 0). Therefore, the graph of the function &fnof;(x - h) = (x - h)<sup>2</sup> is a parabola shifted to the right by h whose vertex is at (h, 0), as shown in the top figure. In contrast, the graph of the function &fnof;(x) + k = x<sup>2</sup> + k is a parabola shifted upward by k whose vertex is at (0, k), as shown in the center figure. Combining both horizontal and vertical shifts yields &fnof;(x - h) + k = (x - h)<sup>2</sup> + k is a parabola shifted to the right by h and upward by k whose vertex is at (h, k), as shown in the bottom figure.

Completing the square may be used to solve any quadratic equation. For example:
$$
x^2 + 6x + 5 = 0.
$$

The first step is to complete the square:
$$
(x+3)^2 - 4 = 0.
$$

Next we solve for the squared term:
$$
(x+3)^2 = 4.
$$

Then either
$$
x+3 = -2 \quad\text{or}\quad x+3 = 2,
$$

and therefore
$$
x = -5 \quad\text{or}\quad x = -1.
$$

This can be applied to any quadratic equation. When the x<sup>2</sup> has a coefficient other than 1, the first step is to divide out the equation by this coefficient: for an example see the non-monic case below.

Unlike methods involving factoring the equation, which is reliable only if the roots are rational, completing the square will find the roots of a quadratic equation even when those roots are irrational or complex. For example, consider the equation
$$
x^2 - 10x + 18 = 0.
$$

Completing the square gives
$$
(x-5)^2 - 7 = 0,
$$

so
$$
(x-5)^2 = 7.
$$

Then either
$$
x-5 = -\sqrt{7} \quad\text{or}\quad x-5 = \sqrt{7}.
$$

In terser language:
$$
x-5 = \pm \sqrt{7},
$$

so
$$
x = 5 \pm \sqrt{7}.
$$

Equations with complex roots can be handled in the same way. For example:

<math>\begin{array}{c}

x^2 + 4x + 5 = 0 \\[6pt]

(x+2)^2 + 1 = 0 \\[6pt]

(x+2)^2 = -1 \\[6pt]

x+2 = \pm i \\[6pt]

x = -2 \pm i.

\end{array}

</math>

For an equation involving a non-monic quadratic, the first step to solving them is to divide through by the coefficient of x<sup>2</sup>. For example:

<math>\begin{array}{c}

2x^2 + 7x + 6 = 0 \\[6pt]

x^2 + \tfrac{7}{2}x + 3 = 0 \\[6pt]

\left(x+\tfrac{7}{4}\right)^2 - \tfrac{1}{16} = 0 \\[6pt]

\left(x+\tfrac{7}{4}\right)^2 = \tfrac{1}{16} \\[6pt]

x+\tfrac{7}{4} = \tfrac{1}{4} \quad\text{or}\quad x+\tfrac{7}{4} = -\tfrac{1}{4} \\[6pt]

x = -\tfrac{3}{2} \quad\text{or}\quad x = -2.

\end{array}

</math>

Applying this procedure to the general form of a quadratic equation leads to the quadratic formula.

Completing the square may be used to evaluate any integral of the form
$$
\int\frac{dx}{ax^2+bx+c}
$$

using the basic integrals

<math>\int\frac{dx}{x^2 - a^2} = \frac{1}{2a}\ln\left|\frac{x-a}{x+a}\right| +C \quad\text{and}\quad

\int\frac{dx}{x^2 + a^2} = \frac{1}{a}\arctan\left(\frac{x}{a}\right) +C.</math>

For example, consider the integral
$$
\int\frac{dx}{x^2 + 6x + 13}.
$$

Completing the square in the denominator gives:
$$
\int\frac{dx}{(x+3)^2 + 4} = \int\frac{dx}{(x+3)^2 + 2^2}.
$$

This can now be evaluated by using the substitution

u = x + 3, which yields
$$
\int\frac{dx}{(x+3)^2 + 4} = \frac{1}{2}\arctan\left(\frac{x+3}{2}\right)+C.
$$

Consider the expression
$$
 |z|^2 - b^*z - bz^* + c,
$$

where z and b are complex numbers, z<sup>*</sup> and b<sup>*</sup> are the complex conjugates of z and b, respectively, and c is a real number. Using the identity |u|<sup>2</sup> = uu<sup>*</sup> we can rewrite this as
$$
 |z-b|^2 - |b|^2 + c , 
$$

which is clearly a real quantity. This is because

<math>\begin{align}

|z-b|^2 &{}= (z-b)(z-b)^*\\

&{}= (z-b)(z^*-b^*)\\

&{}= zz^* - zb^* - bz^* + bb^*\\

&{}= |z|^2 - zb^* - bz^* + |b|^2 .

\end{align}</math>

As another example, the expression
$$
ax^2 + by^2 + c ,
$$

where a, b, c, x, and y are real numbers, with a > 0 and b > 0, may be expressed in terms of the square of the absolute value of a complex number. Define
$$
z = \sqrt{a}x + i \sqrt{b} y .
$$

Then

<math>

\begin{align}

|z|^2 &{}= z z^*\\

&{}= (\sqrt{a}x + i \sqrt{b}y)(\sqrt{a}x - i \sqrt{b}y) \\

&{}= ax^2 - i\sqrt{ab}xy + i\sqrt{ba}yx - i^2by^2 \\

&{}= ax^2 + by^2 ,

\end{align}</math>

so
$$
 ax^2 + by^2 + c = |z|^2 + c . 
$$

A matrix M is idempotent when M<sup>2</sup> = M. Idempotent matrices generalize the idempotent properties of 0 and 1. The completion of the square method of addressing the equation 
$$
a^2 + b^2 = a ,
$$

shows that some idempotent 2×2 matrices are parametrized by a circle in the (a,b)-plane:

The matrix $\begin{pmatrix}a & b \\ b & 1-a \end{pmatrix}$ will be idempotent provided $a^2 + b^2 = a ,$ which, upon completing the square, becomes
$$
(a - \tfrac{1}{2})^2 + b^2 = \tfrac{1}{4} .
$$

In the (a,b)-plane, this is the equation of a circle with center (1/2, 0) and radius 1/2.

Consider completing the square for the equation
$$
x^2 + bx = a.
$$

Since x<sup>2</sup> represents the area of a square with side of length x, and bx represents the area of a rectangle with sides b and x, the process of completing the square can be viewed as visual manipulation of rectangles.

Simple attempts to combine the x<sup>2</sup> and the bx rectangles into a larger square result in a missing corner. The term (b/2)<sup>2</sup> added to each side of the above equation is precisely the area of the missing corner, whence derives the terminology "completing the square".

As conventionally taught, completing the square consists of adding the third term, v<sup> 2</sup> to
$$
u^2 + 2uv
$$

to get a square. There are also cases in which one can add the middle term, either 2uv or -2uv, to
$$
u^2 + v^2
$$

to get a square.

By writing

<math>

\begin{align}

x + {1 \over x} &{} = \left(x - 2 + {1 \over x}\right) + 2\\

&{}= \left(\sqrt{x} - {1 \over \sqrt{x}}\right)^2 + 2

\end{align}</math>

we show that the sum of a positive number x and its reciprocal is always greater than or equal to 2. The square of a real expression is always greater than or equal to zero, which gives the stated bound; and here we achieve 2 just when x is 1, causing the square to vanish.

Consider the problem of factoring the polynomial
$$
x^4 + 324 . 
$$

This is
$$
(x^2)^2 + (18)^2, 
$$

so the middle term is 2(x<sup>2</sup>)(18) = 36x<sup>2</sup>. Thus we get

<math>\begin{align} x^4 + 324 &{}= (x^4 + 36x^2 + 324 ) - 36x^2 \\

&{}= (x^2 + 18)^2 - (6x)^2 =\text{a difference of two squares} \\

&{}= (x^2 + 18 + 6x)(x^2 + 18 - 6x) \\

&{}= (x^2 + 6x + 18)(x^2 - 6x + 18)

\end{align}</math>

(the last line being added merely to follow the convention of decreasing degrees of terms).

The same argument shows that $x^4 + 4a^4 $ is always factorizable as 
$$
x^4 + 4a^4 =(x^2+2a x + 2a^2)(x^2-2 ax + 2a^2)
$$

(Also known as Sophie Germain's identity).