LCA Mathematical Applications flashcards
LCA Mathematical Applications · Build recall with a focused review session.
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- Scientific notation form
- A number written as a × 10^n where 1 ≤ |a| < 10 and n is an integer. It simplifies multiplying and dividing very large or very small quantities by operating on coefficients and exponents separately.
- Negative exponent rule
- For any nonzero base a, a^(−n) equals 1/a^n. A negative exponent indicates a reciprocal, not a negative result, so 2^(−3) = 1/8 rather than −8.
- Rational exponent meaning
- The expression a^(m/n) equals the n-th root of a^m, equivalently the n-th root of a raised to the m power. When n is even, the base must be nonnegative for a real result.
- Percent change formula
- Percent change equals (new value − old value) divided by old value, times 100. A positive result is an increase and a negative result is a decrease relative to the starting amount.
- Absolute value equation solutions
- For |x| = k with k > 0, the solutions are x = k and x = −k. If k = 0 the only solution is x = 0, and if k < 0 there is no solution.
- Dimensional analysis conversion
- Multiply a quantity by conversion ratios equal to one so unwanted units cancel diagonally. Choosing ratios so the target unit remains yields the converted value without memorizing formulas.
- Slope formula
- The slope through points (x₁, y₁) and (x₂, y₂) is (y₂ − y₁)/(x₂ − x₁). It measures vertical change per unit horizontal change; a vertical line has undefined slope.
- Perpendicular line slopes
- Two nonvertical lines are perpendicular exactly when their slopes are negative reciprocals, so m₁ · m₂ = −1. A horizontal line and a vertical line are also perpendicular.
- Quadratic formula
- For ax² + bx + c = 0 with a ≠ 0, x = [−b ± √(b² − 4ac)]/(2a). It produces all real or complex solutions and follows directly from completing the square.
- Discriminant interpretation
- The value b² − 4ac in a quadratic determines the number of real roots: positive gives two, zero gives exactly one repeated root, and negative gives two complex conjugate roots.
- Parabola vertex x-coordinate
- For y = ax² + bx + c, the vertex lies at x = −b/(2a). Substituting that value gives the maximum when a < 0 and the minimum when a > 0.
- Exponential growth model
- The form y = a(1 + r)^t models growth where a is the initial amount and r is the per-period rate as a decimal. Decay uses y = a(1 − r)^t with 0 < r < 1.
- Logarithm product and quotient rules
- The log of a product equals the sum of logs, and the log of a quotient equals the difference of logs, for the same base. These rules convert multiplication into addition.
- Inverse function procedure
- To find an inverse, replace f(x) with y, swap x and y, then solve for y. The result satisfies f(f⁻¹(x)) = x, and its graph reflects the original across y = x.
- Circle circumference and area
- A circle of radius r has circumference 2πr and area πr². Arc length and sector area equal the corresponding fraction θ/360 of these full-circle values.
- Pythagorean theorem
- In a right triangle with legs a and b and hypotenuse c, a² + b² = c². It also underlies the distance formula between two points in the coordinate plane.
- Volume of a cone
- A cone with base area B and height h has volume V = ⅓Bh, or V = ⅓πr²h for a circular base. A pyramid follows the same one-third pattern.
- Similar figure scaling
- When two similar figures have a length scale factor k, their areas scale by k² and their volumes by k³. Doubling every length multiplies volume by eight.
- Distance formula
- The distance between points (x₁, y₁) and (x₂, y₂) is √[(x₂ − x₁)² + (y₂ − y₁)²]. It is the Pythagorean theorem applied to horizontal and vertical differences.
- Degree-radian conversion
- A straight angle equals 180 degrees or π radians. Convert degrees to radians by multiplying by π/180, and radians to degrees by multiplying by 180/π.
- Triangle area formula
- A triangle with base b and height h has area ½bh. Heron's formula computes area from sides a, b, c using the semiperimeter s in √[s(s−a)(s−b)(s−c)].
- Mean versus median
- The mean is the sum divided by the count, while the median is the middle value of ordered data. Extreme outliers shift the mean far more than the median.
- Standard deviation meaning
- Standard deviation measures the typical distance of data values from their mean. In a normal distribution about 68 percent of values fall within one standard deviation.
- Complement probability rule
- The probability that an event does not occur equals 1 minus the probability that it does. This rule simplifies problems asking for at least one occurrence.
- General addition rule
- For any two events, P(A or B) = P(A) + P(B) − P(A and B). Subtract the overlap to avoid double counting outcomes in both events.
- Conditional probability formula
- The probability of A given B equals the probability of both events divided by the probability of B, provided P(B) > 0. It updates belief using known information.
- Combination versus permutation
- Permutations count ordered arrangements using n!/(n−r)!, while combinations count unordered selections using n!/[r!(n−r)!]. Use combinations when order does not matter.
- Expected value formula
- Expected value is the sum of each outcome value multiplied by its probability. It represents the long-run average result over many repetitions of the experiment.
- Correlation coefficient range
- The correlation coefficient r lies between −1 and 1, where signs show direction and magnitude shows linear strength. A value near zero indicates no linear relationship.
- Combined work rate
- If two workers complete a job alone in a and b hours, together they finish in 1/(1/a + 1/b) hours. Individual rates, expressed as jobs per hour, add.
- Break-even point
- Break-even occurs where total revenue equals total cost, found by solving R(x) = C(x). Above that production level the operation generates profit.
- Percent error formula
- Percent error equals the absolute difference between measured and accepted value, divided by the accepted value, times 100. It quantifies measurement accuracy.
- Linear versus exponential model
- A linear model fits data changing by a constant amount per unit, while an exponential model fits data changing by a constant percent per unit. Plot or compare successive ratios to decide.