All flashcards
Flashcard 1: What is a sufficient condition for a local maximum?
Answer: f′(x) changes from positive to negative. Derivative changes from positive to negative.
Flashcard 2: State the First Derivative Test.
Answer: Use f′(x) sign changes to determine local extrema. Check if derivative changes sign around critical points.
Flashcard 3: Determine the global extrema of f(x)=−x2 on [−1,1].
Answer: Global max at x=0; global min at x=−1,1. Parabola opens downward with vertex at origin.
Flashcard 4: Identify the local extrema of f(x)=2x2−2x.
Answer: Local min at x=2. f′(x)=x−2=0 when x=2.
Flashcard 5: How do you find critical points?
Answer: Solve f′(x)=0 or find where f′(x) is undefined. Find where the derivative equals zero or doesn't exist.
Flashcard 6: What condition must be met for the EVT to apply?
Answer: Function must be continuous on a closed interval. Requires both continuity and a closed, bounded interval.
Flashcard 7: Differentiate between global and local extrema.
Answer: Global is on entire domain; local is on a neighborhood. Global considers entire domain; local considers neighborhoods.
Flashcard 8: What is a necessary condition for local extrema?
Answer: f′(x)=0 or f′(x) is undefined. Critical points are necessary but not sufficient conditions.
Flashcard 9: What is the purpose of the Extreme Value Theorem?
Answer: To ensure global extrema exist on a closed interval. Guarantees extrema exist for optimization problems.
Flashcard 10: Find critical points for f(x)=31x3−x2+2.
Answer: Critical points at x=0 and x=2. f′(x)=x2−2x=x(x−2)=0 when x=0,2.
Flashcard 11: What is a global maximum?
Answer: The highest value of a function on its entire domain. Also called the absolute maximum value.
Flashcard 12: What is the impact of a discontinuity on EVT?
Answer: Discontinuity can prevent existence of global extrema. EVT doesn't apply if function isn't continuous.
Flashcard 13: What is the significance of critical points?
Answer: Potential locations of local extrema. Only at critical points can local extrema occur.
Flashcard 14: How does f′(x) determine extrema?
Answer: Sign changes in f′(x) indicate local extrema. Sign changes in first derivative locate extrema.
Flashcard 15: How can you confirm a global extremum?
Answer: Compare function values at critical points and endpoints. Test all candidates to find absolute extrema.
Flashcard 16: Identify the global extrema of f(x)=x3−3x on [−2,2].
Answer: Global max at x=2; global min at x=−2. f(−2)=−2, f(1)=−2, f(2)=2.
Flashcard 17: State the Second Derivative Test.
Answer: Use f′′(x) to determine concavity and local extrema. Evaluate second derivative at critical points.
Flashcard 18: Define a critical point of a function.
Answer: A point where f′(x)=0 or f′(x) is undefined. These are the only candidates for local extrema.
Flashcard 19: What is a global minimum?
Answer: The lowest value of a function on its entire domain. Also called the absolute minimum value.
Flashcard 20: Explain how to find global extrema on a closed interval.
Answer: Evaluate f(x) at critical points and endpoints. Check critical points and interval endpoints systematically.
Flashcard 21: What role do endpoints play in finding global extrema?
Answer: Endpoints are evaluated for possible global extrema. Endpoints must be checked for global extrema.
Flashcard 22: Determine the global extrema of f(x)=−x2+4x on [0,4].
Answer: Global max at x=2; global min at x=0,4. Vertex of parabola at x=2 gives maximum.
Flashcard 23: Identify the critical points of f(x)=3x3−x.
Answer: Critical points at x=−1,1. f′(x)=x2−1=0 when x=±1.
Flashcard 24: Why are continuous functions important in EVT?
Answer: Continuity ensures the existence of extrema on [a,b]. Discontinuous functions may not have global extrema.
Flashcard 25: Determine the global extrema of f(x)=x2−4 on [−2,2].
Answer: Global max at x=−2,2; global min at x=0. Evaluate at critical point x=0 and endpoints.
Flashcard 26: Identify the critical points of f(x)=x2+3x+2.
Answer: Critical point at x=−23. f′(x)=2x+3=0 when x=−23.
Flashcard 27: What function property is tested with f′′(x)=0?
Answer: Possible inflection point; concavity change. Second derivative zero suggests possible inflection point.
Flashcard 28: What does f′′(x)>0 at a point indicate?
Answer: The function is concave up; possible local min. Positive second derivative indicates upward concavity.
Flashcard 29: Determine local extrema for f(x)=x3−3x2+4.
Answer: Local max at x=0; local min at x=2. f′(x)=3x2−6x gives critical points at x=0,2.
Flashcard 30: What is a sufficient condition for a local minimum?
Answer: f′(x) changes from negative to positive. Derivative changes from negative to positive.