Question
For any vector , with , consider the following statements : (A): (B) :
Options
Solution
Key Concepts and Formulas
- Magnitude of a Vector: For a vector , its magnitude is given by .
- Properties of Squares: For any real number , .
- Definition of Maximum: For a set of numbers, the maximum is the largest value in the set. For , it implies for .
Step-by-Step Solution
We are given a vector and two statements to evaluate. The condition for implies , which means the components are small. However, the truthfulness of the statements will depend on the general properties of vectors and their magnitudes, not this specific condition.
Analysis of Statement (A):
Step 1: Define the maximum absolute component. Let . By definition of the maximum, this means , , and .
Step 2: Relate the magnitude of the vector to its components. The magnitude of the vector is .
Step 3: Establish an inequality using the maximum component. Since , it follows that for each . Consider the square of the magnitude: Since , , and , we can write: This inequality, however, is for statement (B). Let's re-evaluate statement (A) directly.
Step 3 (Revised): Express the magnitude squared in terms of the maximum component. Let's assume, without loss of generality, that . This means is the largest among . We need to check if , which is equivalent to checking if since both are non-negative. Substituting , we need to check:
Step 4: Simplify the inequality. Subtracting from both sides, we get:
Step 5: Conclude the truthfulness of Statement (A). Since and for any real numbers and , their sum is always non-negative. Thus, is always true. This implies that the original inequality is always true.
Conclusion for (A): Statement (A) is TRUE.
Analysis of Statement (B):
Step 1: Define the maximum absolute component. Let . This implies that , , and .
Step 2: Square the inequalities for each component. Since absolute values are non-negative, squaring preserves the inequalities:
Step 3: Express the magnitude squared in terms of the maximum component. The square of the magnitude of the vector is . Using the inequalities from Step 2, we can bound the magnitude squared:
Step 4: Take the square root of both sides. Since and are non-negative, we can take the square root of both sides:
Step 5: Compare the derived inequality with Statement (B). We have derived that . Statement (B) is . We know that . Since , it follows that for any non-negative . Therefore, if , then it must also be true that .
Conclusion for (B): Statement (B) is TRUE.
Common Mistakes & Tips
- Over-reliance on specific conditions: The condition is a distraction. The inequalities hold true for all real components . Focus on proving the general case.
- Incorrectly squaring inequalities: Always ensure that both sides of an inequality are non-negative before squaring. Magnitudes and squares of real numbers are always non-negative, so this is safe here.
- Confusing upper and lower bounds: Understand that is an upper bound for each , but is not necessarily an upper bound for .
Summary
Statement (A) is proven by showing that the square of the maximum absolute component is less than or equal to the sum of squares of all components. Statement (B) is proven by bounding each component's square by the square of the maximum absolute component and then summing these bounds. Both statements are fundamental inequalities relating a vector's magnitude to its components and hold true for any vector. The specific condition is not essential for the validity of these statements.
The final answer is .