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One-Sided and Infinite Limits · Tutorial 260 of 1495

End-Behavior Workshops For Rational Functions

Use leading terms to classify rational-function end behavior, and reassess the degrees whenever a parameter makes a leading coefficient vanish.

Intermediate 9 min read

What You'll Learn

  • Identify the actual degrees and leading coefficients of a rational function.
  • Evaluate limits when the numerator degree is lower than, equal to, or higher than the denominator degree.
  • Distinguish positive-infinity and negative-infinity behavior when the degree difference is odd.
  • Recompute degrees after a parameter cancels a leading term.
  • Check end-behavior conclusions by dividing through by the denominator’s highest power.

Reading Rational-Function End Behavior

A rational function is a quotient of polynomials. Its values for large positive or negative inputs are governed by the terms with the highest powers of \(x\), but the conclusion depends on how the numerator’s degree compares with the denominator’s degree. In particular, a limit at negative infinity can differ from the corresponding limit at positive infinity when the difference of those degrees is odd.

Parameters require extra care. A coefficient that appears to be the leading coefficient may vanish for a particular parameter value. In that case, the degree changes, so the end behavior must be recalculated using the new leading term.

Degrees and Leading Coefficients

Let \(P\) and \(Q\) be polynomials, with \(Q\) not the zero polynomial. Write the rational function as \(f(x)=P(x)/Q(x)\). The degree of a nonzero polynomial is the largest exponent with a nonzero coefficient; its leading coefficient is the coefficient of that term. These must be found after any parameter values have been substituted and like terms have been combined.

Definition: If \(P(x)=a_mx^m+\cdots\) and \(Q(x)=b_nx^n+\cdots\), where \(a_m\ne0\), \(b_n\ne0\), and \(m,n\) are nonnegative integers, then \(m\) and \(n\) are the degrees of \(P\) and \(Q\), and \(a_m,b_n\) are their leading coefficients.

For end behavior, compare \(m\) and \(n\). When the degrees are equal, the limit is the ratio of the leading coefficients. When the numerator degree is lower, the limit is zero. When the numerator degree is higher, the quotient grows in magnitude, and its direction depends on the sign of the leading-coefficient ratio and on whether the degree difference is even or odd.

Degree comparisonAs \(x\to+\infty\)As \(x\to-\infty\)
\(m<n\)\(0\)\(0\)
\(m=n\)\(a_m/b_n\)\(a_m/b_n\)
\(m>n\)Direction of \((a_m/b_n)x^{m-n}\)Direction of \((a_m/b_n)x^{m-n}\)

In the last row, if \(m-n\) is even, \(x^{m-n}\) is positive at both ends, so the two limits have the same direction. If \(m-n\) is odd, \(x^{m-n}\) is positive for large positive \(x\) and negative for large negative \(x\), so the directions are opposite.

Why the Degree Test Works

The test follows by factoring the highest power from each polynomial. For \(P\) and \(Q\) as defined above, factor \(x^m\) from \(P(x)\) and \(x^n\) from \(Q(x)\). Every remaining nonconstant term has a negative power of \(x\), which tends to zero at either positive or negative infinity.

$$ \frac{P(x)}{Q(x)} = x^{m-n} \frac{a_m+a_{m-1}/x+\cdots+a_0/x^m} {b_n+b_{n-1}/x+\cdots+b_0/x^n}. $$

As \(x\to+\infty\) or \(x\to-\infty\), the fraction on the right tends to \(a_m/b_n\), since its denominator tends to the nonzero number \(b_n\). Thus the end behavior is determined by \((a_m/b_n)x^{m-n}\). If \(m<n\), this power tends to zero; if \(m=n\), it equals \(1\); and if \(m>n\), it grows in magnitude with the sign determined by the coefficient ratio and the parity of \(m-n\). This proves the degree test and explains why both ends must be considered when the degree difference is odd.

Worked Examples

Worked Example: Lower-Degree Numerator

Evaluate the limits of

$$ f(x)=\frac{3x^2-5x+1}{2x^4+x^2-7} $$

The numerator has degree \(2\), and the denominator has degree \(4\). Divide every term by \(x^4\):

$$ f(x) = \frac{3/x^2-5/x^3+1/x^4} {2+1/x^2-7/x^4}. $$

As \(x\to+\infty\), the numerator tends to \(0\) and the denominator tends to \(2\), so the quotient tends to \(0/2=0\). As \(x\to-\infty\), the inverse powers also tend to zero, so the same numerator and denominator limits give \(0/2=0\).

$$ \lim_{x\to+\infty}f(x)=0, \qquad \lim_{x\to-\infty}f(x)=0. $$

Check: The denominator’s normalized expression tends to \(2\ne0\), while the normalized numerator tends to \(0\). This confirms that the quotient tends to zero at both ends.

Worked Example: Equal Degrees

Evaluate the limits of

$$ g(x)=\frac{6x^3-2x+5}{3x^3+7x^2-1}. $$

Both polynomials have degree \(3\), with leading coefficients \(6\) and \(3\). To verify the result directly, divide every term by \(x^3\):

$$ g(x) = \frac{6-2/x^2+5/x^3} {3+7/x-1/x^3}. $$

At either positive or negative infinity, the terms involving inverse powers tend to zero. The numerator tends to \(6\), and the denominator tends to \(3\). Therefore, the quotient tends to \(6/3=2\) at both ends.

$$ \lim_{x\to+\infty}g(x)=2, \qquad \lim_{x\to-\infty}g(x)=2. $$

Check: The leading-coefficient ratio is \(6/3=2\), matching the limit obtained from the normalized expression.

Worked Example: Higher Degree and Opposite End Behavior

Evaluate the limits of

$$ h(x)=\frac{5x^3-x+2}{-2x^2+3x+1}. $$

The numerator has degree \(3\), the denominator degree \(2\), and their difference is \(1\), which is odd. Divide the numerator by \(x^3\) and the denominator by \(x^2\):

$$ h(x) = x\, \frac{5-1/x^2+2/x^3} {-2+3/x+1/x^2}. $$

The fraction multiplying \(x\) tends to \(5/(-2)=-5/2\) at both ends. Thus \(h(x)\) has the end behavior of \((-5/2)x\). As \(x\to+\infty\), this expression tends to \(-\infty\); as \(x\to-\infty\), it tends to \(+\infty\).

$$ \lim_{x\to+\infty}h(x)=-\infty, \qquad \lim_{x\to-\infty}h(x)=+\infty. $$

Check: For large positive \(x\), the numerator is positive and the denominator is negative, so the quotient is negative. For large negative \(x\), the numerator is negative and the denominator remains negative, so the quotient is positive. These signs agree with the limits.

When a Parameter Cancels a Leading Term

In a parameter-dependent expression, do not decide the degree from the written powers alone. First substitute the parameter value and then determine which coefficients are actually nonzero. If a leading coefficient vanishes, the next nonzero term becomes the leading term. Apply the degree comparison again using the resulting degrees and leading coefficients.

Worked Example: A Parameter Changes the Degree

For each real value of \(a\), evaluate the limits of

$$ F_a(x)=\frac{(a-1)x^3+2x^2+1}{x^3-4x+2}. $$

Case 1: \(a\ne1\). The numerator has degree \(3\), with leading coefficient \(a-1\); the denominator has degree \(3\), with leading coefficient \(1\). Divide the numerator and denominator by \(x^3\):

$$ F_a(x) = \frac{(a-1)+2/x+1/x^3} {1-4/x^2+2/x^3}. $$

At either end, the numerator tends to \(a-1\) and the denominator to \(1\). Hence both limits equal \(a-1\).

$$ \lim_{x\to+\infty}F_a(x)=a-1, \qquad \lim_{x\to-\infty}F_a(x)=a-1 \qquad (a\ne1). $$

Case 2: \(a=1\). Substitution cancels the cubic term in the numerator. The expression becomes

$$ F_1(x)=\frac{2x^2+1}{x^3-4x+2} = \frac{2/x+1/x^3}{1-4/x^2+2/x^3}. $$

The numerator of this normalized expression tends to \(0\), and the denominator tends to \(1\). Thus both limits equal zero:

$$ \lim_{x\to+\infty}F_1(x)=0, \qquad \lim_{x\to-\infty}F_1(x)=0. $$

Check: When \(a\ne1\), the leading-coefficient ratio is \((a-1)/1=a-1\). When \(a=1\), the actual numerator degree drops from \(3\) to \(2\), below the denominator’s degree \(3\), so the limits are zero. Both results agree with the normalized expressions.

A Common Sign Mistake

A frequent error is to use the positive-infinity sign rule at negative infinity without checking the parity of the power. For example, the leading terms of \(x^3/x^2\) give \(x\). It is incorrect to conclude that the quotient tends to \(+\infty\) at both ends merely because the leading coefficients are positive.

$$ \frac{x^3}{x^2}=x \quad (x\ne0), \qquad \lim_{x\to+\infty}x=+\infty, \qquad \lim_{x\to-\infty}x=-\infty. $$

The correction is to keep the factor \(x^{m-n}\) visible. Here the degree difference is \(1\), which is odd, so its sign reverses between positive and negative infinity. This sign check is also useful alongside the earlier material on signs of rational functions at positive and negative infinity.

A Reliable End-Behavior Procedure

For a rational function, use the following sequence. If coefficients depend on parameters, carry out the degree check separately for parameter values that make a leading coefficient zero.

1
Find the actual degrees.
Substitute parameter values, combine like terms, and identify the highest power with a nonzero coefficient in each polynomial.
2
Compare the degrees.
If the numerator degree is lower, the limit is zero; if the degrees are equal, use the leading-coefficient ratio.
3
For a higher-degree numerator, keep the power difference.
Use the sign of the leading-coefficient ratio and the parity of the degree difference to determine each infinite limit.
4
Check at both ends.
When the degree difference is odd, positive and negative infinity give opposite directions. Verify signs if the limit is infinite.

Why the Degree Test Is Useful

The degree test gives a quick, justified way to determine whether a rational function approaches a finite value or grows without bound as its input moves far from zero. It also helps distinguish behaviors that may look similar at one end but differ at the other. For parameter-dependent functions, it reveals why a single parameter value can change the end behavior: canceling a leading term changes the degree comparison itself.

The essential checks are straightforward: use the actual leading terms, not just the apparent highest powers; compare degrees before evaluating; and retain the sign and parity information when the numerator degree is larger. Dividing by the denominator’s highest power provides a direct verification whenever a conclusion is uncertain.

Check Your Understanding

For each question, consider both positive and negative infinity where requested.

  1. What are the two end limits of \(\frac{4x^2+1}{x^5-3}\), and what degree comparison determines them?
  2. Evaluate both end limits of \(\frac{-8x^4+x}{2x^4+5x^2}\). Which leading coefficients determine the result?
  3. Evaluate the limits at positive and negative infinity of \(\frac{3x^5+1}{-x^2+4}\). Explain the role of the degree difference.
  4. For \(\frac{(b+2)x^3+x}{x^3+1}\), how do the limits change when \(b=-2\)?
  5. Why is it necessary to identify the actual degree after substituting a parameter value?

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