Limits at Infinity and Review of Limit Techniques

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Limits at Infinity: End Behavior
  • Definition: These limits address what happens to a function as the independent variable (x) approaches positive infinity (x \to \infty) or negative infinity (x \to -\infty). They are referred to as "end behavior limits" because they describe the function's behavior at the extreme ends of the number system.

  • Connection to Pre-Calculus: This concept is directly related to finding horizontal asymptotes, as studied in pre-calculus.

  • Methodology: Instead of specific points, we analyze the function's behavior by imagining plugging in extremely large positive or extremely large negative numbers into the equation.

  • Possible Outcomes: There are generally two main results for limits at infinity:

    1. Approaching a Constant: The function "calms down" to a specific finite value (e.g., 0, -6, 200). This value represents a horizontal asymptote.

    2. Approaching Infinity: The function "takes off" indefinitely towards positive infinity (+\infty) or negative infinity (-\infty), meaning it never settles to a finite value.

  • Goal: Determine whether the function calms down to a constant or grows/shrinks without bound toward infinity.

  • End Behavior Equation: Sometimes, we're interested in the equation that the function's ends are following. For example, a complex rational function might ultimately follow a simple constant function (e.g., y=3) or a polynomial (e.g., y = \frac{3}{4}x^3) at its extremes.

Analyzing Limits of Rational Polynomials at Infinity
  • General Principle: Limits at infinity for rational polynomials \left(\frac{P(x)}{Q(x)}\right) can often be determined by comparing the degrees of the numerator and denominator.

  • Case 1: Same Degree (P(x) and Q(x) have the same highest power, n)

    • Result: The limit will always be a constant, specifically the ratio of the leading coefficients of the highest degree terms.

    • Formula: If \lim_{x \to \pm\infty} \frac{ax^n + \dots}{bx^n + \dots}, the limit is \frac{a}{b}.

    • Method: Divide every term in the numerator and denominator by the highest power of x found in the denominator (i.e., x^n). As x \to \pm\infty, any term with x in the denominator (like \frac{\text{constant}}{x^k} where k > 0) will approach 0. The remaining constant terms will give the limit.

    • Example: \lim{x \to \pm\infty} \frac{3x^2 - x + 5}{4x^2 + 2x - 1}. Degrees are both 2. Divide by x^2: \lim{x \to \pm\infty} \frac{3 - \frac{1}{x} + \frac{5}{x^2}}{4 + \frac{2}{x} - \frac{1}{x^2}} = \frac{3 - 0 + 0}{4 + 0 - 0} = \frac{3}{4}.

  • Case 2: Higher Degree in the Denominator (Q(x) has a higher power than P(x), n > m)

    • Result: The limit will always be 0. This corresponds to a horizontal asymptote at y=0.

    • Formula: If \lim_{x \to \pm\infty} \frac{ax^m + \dots}{bx^n + \dots} where m < n, the limit is 0.

    • Method: Divide every term by the highest power of x in the denominator (i.e., x^n). All terms will have x in their denominator, causing them to approach 0. The numerator will reduce to 0 and the denominator to a constant.

    • Example: \lim{x \to \pm\infty} \frac{5x^3 - 2x^2}{6x^4 - 8x}. Denominator degree (4) is higher than numerator degree (3). Divide by x^4: \lim{x \to \pm\infty} \frac{\frac{5}{x} - \frac{2}{x^2}}{6 - \frac{8}{x^3}} = \frac{0 - 0}{6 - 0} = 0.

  • Case 3: Higher Degree in the Numerator (P(x) has a higher power than Q(x), m > n)

    • Result: The limit will always be positive infinity (+\infty) or negative infinity (-\infty). There is no horizontal asymptote.

    • Formula: If \lim_{x \to \pm\infty} \frac{ax^m + \dots}{bx^n + \dots} where m > n, the limit is \pm\infty.

    • Method: Divide every term by the highest power of x in the denominator (i.e., x^n). This will leave some x terms in the numerator. The behavior of these remaining x terms (especially the highest power) will determine if the function goes to \pm\infty.

    • End Behavior Equation: The function's end behavior will follow a polynomial curve. This equation can be found by polynomial division or by simply taking the ratio of the highest degree terms, simplifying, and including any remaining constant offset.

    • Example: \lim_{x \to \pm\infty} \frac{3x^5 - 2x^2 + 1}{4x^2 + 5x + 2}. Numerator degree (5) is higher than denominator degree (2). The end behavior equation is approximately \frac{3x^5}{4x^2} = \frac{3}{4}x^3. For large positive x, it's +\infty. For large negative x, it's -\infty. The precise end behavior equation often keeps more terms after division.

    • Example: \lim{x \to \pm\infty} \frac{x^3 + 2x^2 + 1}{x^2 + 1}. Divide by x^2: \lim{x \to \pm\infty} \frac{x + 2 + \frac{1}{x^2}}{1 + \frac{1}{x^2}} = x + 2. The end behavior equation is y = x+2. For large positive x, it's +\infty. For large negative x, it's -\infty.

Limits Involving Trigonometric Functions at Infinity
  • Principle: When a trigonometric function (like sine or cosine) whose output is bounded (between -1 and 1) is divided by a term that approaches infinity, the overall expression will approach 0. This is often proven using the Squeeze Theorem.

  • Example: \lim_{x \to \pm\infty} \frac{2x + \sin x}{5x + \cos x}

    • Divide all terms by \frac{1}{x} (highest power in denominator that includes x).

    • This yields \lim_{x \to \pm\infty} \frac{2 + \frac{\sin x}{x}}{5 + \frac{\cos x}{x}}.

    • Analysis of \lim{x \to \pm\infty} \frac{\sin x}{x} and \lim{x \to \pm\infty} \frac{\cos x}{x}:

      • The functions \sin x and \cos x always output values between -1 and 1 (-1 \le \sin x \le 1 and -1 \le \cos x \le 1).

      • As x approaches \pm\infty, the denominator x becomes infinitely large while the numerator remains bounded. Therefore, both fractions approach 0.

    • Squeeze Theorem Proof for \lim_{x \to \pm\infty} \frac{\sin x}{x}:

      • We know -1 \le \sin x \le 1.

      • Divide by x (assuming x > 0; the logic extends to x < 0): \frac{-1}{x} \le \frac{\sin x}{x} \le \frac{1}{x}.

      • As x \to \infty, \lim{x \to \infty} \frac{-1}{x} = 0 and \lim{x \to \infty} \frac{1}{x} = 0.

      • By the Squeeze Theorem, \lim_{x \to \infty} \frac{\sin x}{x} = 0. The same applies for \cos x and \text{as } x \to -\infty.

    • Result: Substituting these limits, we get \frac{2 + 0}{5 + 0} = \frac{2}{5}.

Connection to Pre-Calculus Concepts (Review of Limits for Graph Analysis)
  • Vertical Asymptotes (VA): Represent locations where the limit does not exist (DNE), often because the function approaches \pm\infty from a specific side. Mathematically, it's a point where the denominator is zero, and the factor does not cancel with the numerator.

  • Roots (x-intercepts): Points where $f(x)=0$. These are places where direct substitution for the limit works perfectly, yielding zero.

  • Holes: Occur when a factor in the denominator cancels with a factor in the numerator, leading to an indeterminate form of 0/0 for the limit at that point. The limit exists and is a finite number, representing the y-coordinate of the hole, but the function is undefined at that specific x-value.

  • Horizontal Asymptotes (HA): Equivalent to end behavior limits (limits as x \to \pm\infty) that result in a constant value.

  • Example: Analyzing \frac{2x^2-4x-6}{3x^2-27}

    • Simplification: Factor the numerator and denominator.

      • Numerator: 2(x^2 - 2x - 3) = 2(x - 3)(x + 1)

      • Denominator: 3(x^2 - 9) = 3(x - 3)(x + 3)

    • Simplified function: \frac{2(x + 1)}{3(x + 3)} (after canceling (x-3)).

    • Horizontal Asymptote / End Behavior: Since the highest degree in both numerator (x^2) and denominator (x^2) is the same, the limit as x \to \pm\infty is the ratio of leading coefficients: \frac{2}{3}. This is the HA.

    • X-intercepts: From the numerator of the simplified function, set 2(x + 1) = 0 \implies x = -1.

    • Vertical Asymptote: From the denominator of the simplified function, set 3(x + 3) = 0 \implies x = -3.

    • Hole: The factor (x-3) canceled out, indicating a hole at x=3. To find the y-coordinate of the hole, evaluate the limit of the simplified function as x \to 3: \lim_{x \to 3} \frac{2(x + 1)}{3(x + 3)} = \frac{2(3 + 1)}{3(3 + 3)} = \frac{2(4)}{3(6)} = \frac{8}{18} = \frac{4}{9}. So, there's a hole at (3, \frac{4}{9}).

Special and Tricky Limits
  • Limit of \sin(\frac{1}{x}) as x \to \pm\infty:

    • As x \to \pm\infty, the argument \frac{1}{x} approaches 0.

    • Therefore, \lim_{x \to \pm\infty} \sin(\frac{1}{x}) = \sin(0) = 0.

  • Limit of x \sin(\frac{1}{x}) as x \to \pm\infty (Indeterminate Form \infty \cdot 0):

    • This is an indeterminate form that requires a substitution technique.

    • Substitution: Let y = \frac{1}{x}.

      • As x \to \pm\infty, \frac{1}{x} \to 0, so y \to 0.

      • Also, if y = \frac{1}{x}, then x = \frac{1}{y}.

    • Rewrite the limit: Substitute y into the expression:

      • \lim{x \to \pm\infty} x \sin(\frac{1}{x}) = \lim{y \to 0} \frac{1}{y} \sin(y) = \lim_{y \to 0} \frac{\sin y}{y}.

    • Apply known trigonometric limit: The limit as y \to 0 of \frac{\sin y}{y} is a fundamental trigonometric limit equal to 1.

    • Result: \lim_{x \to \pm\infty} x \sin(\frac{1}{x}) = 1.

Review of Trigonometric Substitution for Limits at a Point
  • Problem: Evaluate \lim_{\theta \to \frac{\pi}{4}} \frac{\cos(\frac{3\pi}{4} - \theta)}{\sin(\theta - \frac{\pi}{4})} (Direct substitution yields the indeterminate form 0/0).

  • Technique: Substitution to make the limit approach zero.

    • Let x = \theta - \frac{\pi}{4}. As \theta \to \frac{\pi}{4}, x \to 0.

    • From x = \theta - \frac{\pi}{4}, we can express \theta = x + \frac{\pi}{4}.

  • Rewrite the expression in terms of x:

    • Denominator: \sin(\theta - \frac{\pi}{4}) = \sin(x).

    • Numerator: \cos(\frac{3\pi}{4} - \theta) = \cos(\frac{3\pi}{4} - (x + \frac{\pi}{4})) = \cos(\frac{3\pi}{4} - x - \frac{\pi}{4}) = \cos(\frac{2\pi}{4} - x) = \cos(\frac{\pi}{2} - x).

  • Apply Trigonometric Identities:

    • Recall the cosine subtraction identity: \cos(A - B) = \cos A \cos B + \sin A \sin B.

    • So, \cos(\frac{\pi}{2} - x) = \cos(\frac{\pi}{2})\cos(x) + \sin(\frac{\pi}{2})\sin(x).

    • Since \cos(\frac{\pi}{2}) = 0 and \sin(\frac{\pi}{2}) = 1, this simplifies to (0)\cos(x) + (1)\sin(x) = \sin(x).

    • (Alternatively, use the cofunction identity: \cos(\frac{\pi}{2} - x) = \sin(x)).

  • Evaluate the new limit:

    • The limit becomes \lim_{x \to 0} \frac{\sin x}{\sin x}.

    • For x \ne 0, \frac{\sin x}{\sin x} = 1.

    • Result: \lim_{x \to 0} 1 = 1.