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Curvature, inflections and derivative graphs

Read the idea, work independently, then explain what changed.

高二選擇性必修 第二册(A版).pdf · 5.3 · PDF 89 / printed page 84

Revisit first: Derivative rules and domainsMonotonicity and constrained extrema

TOPIC 01

Curvature, inflections and derivative graphs

Verify a concavity change at a point on the curve, distinguishing inflections from stationary points.

What you will be able to explain

  • Verify a concavity change at a point on the curve, distinguishing inflections from stationary points.
  • Read second-derivative signs and parameter degeneracies.

Curvature is change in slope

A curve may rise while bending downward; height and curvature answer different questions.

A rising derivative means slopes increase; an inflection requires a reversal of curvature at a curve point.

f′′>0: concave upf''>0:\ \text{concave up}
  1. A rising derivative means slopes increase; an inflection requires a reversal of curvature at a curve point.

    (x4+kx2)′′=12x2+2k(x^4+kx^2)''=12x^2+2k
  2. A rising derivative means slopes increase; an inflection requires a reversal of curvature at a curve point.

    k<0: x=±−k/6k<0:\ x=\pm\sqrt{-k/6}

When it applies

  • The point must belong to the curve; a zero second derivative is only a candidate.

Counterexample: x⁴ has f″(0)=0 without a sign change; 1/x has a domain hole at zero.

  • Curve, first/second derivative signs, tangent crossing and coordinate table.

PREDICT → EXPLORE → EXPLAIN → TRANSFER

Make a prediction, then explore the relationship.

Lesson question: Predict the inflections of x⁴+kx² as k crosses zero.

Model exploration: predict which displayed result changes with the parameters, check the values, and compare the observation with the lesson question.

Two simple second-derivative roots change concavity. They need not have horizontal tangents.-2-14-15.5025144.5264xf 藍/blue; f″ 橙/orange; inflections 拐點 綠/green

Two simple second-derivative roots change concavity. They need not have horizontal tangents.

Numerical data for the diagram; printable
InputSecond derivativeConcavity
-1.515Up / 向上
0-12Down / 向下
1.515Up / 向上

Explain: Use the table and f″=12x²+2k to distinguish two simple roots from the double root at zero.

Transfer: Explain why the disappearance of two inflections does not eliminate the minimum at zero.

Try it. Leave your reasoning visible.

Use one hint at a time. A correction explains what changed, not just the final answer.

Examples 1–3: study a full demonstration; finish a solution from its first step; then choose a method independently before opening the solution. The remaining exercises may continue after class.

01 / Foundation#Worked example

Find the inflection point of x³.

f=x3f=x^3
  • Use the stated real domain and distinguish stationary candidates, attained extrema and actual concavity changes.
Skills and prerequisite lessons

Scope: JM02 · This task uses elementary probability rules or polynomial calculus named in the JAE syllabus.

Working and explanation

BUILD THE REASONING

Hint 1
Require a change of concavity at a point on the curve.
Hint 2
Start from this intermediate relation.
f′′=6xf''=6x
Worked solution
  1. Require a change of concavity at a point on the curve.

  2. Establish and simplify this mathematical relation.

    f′′=6xf''=6x
  3. Establish and simplify this mathematical relation.

    x<0:f′′<0; x>0:f′′>0x<0:f\prime\prime<0;\ x>0:f\prime\prime>0
  4. A zero second derivative alone does not prove inflection.

(0,0), since f″=6x changes sign.

Checks and common pitfalls: A zero second derivative alone does not prove inflection.

Reasoning checklist · self / teacher assessment
  • Require a change of concavity at a point on the curve.
  • Give the intermediate relations and explain the conclusion with its restrictions.
  • A zero second derivative alone does not prove inflection.

Think first. Reveal a hint when the class is ready.

02 / Standard#Worked example

Find the inflection point of x³−6x²+3x.

f=x3−6x2+3xf=x^3-6x^2+3x

First step provided — complete the reasoning:After locating the change of f″, evaluate f rather than f′.

  • Use the stated real domain and distinguish stationary candidates, attained extrema and actual concavity changes.
Skills and prerequisite lessons

Scope: JM02 · This task uses elementary probability rules or polynomial calculus named in the JAE syllabus.

Working and explanation

BUILD THE REASONING

Hint 1
After locating the change of f″, evaluate f rather than f′.
Hint 2
Start from this intermediate relation.
f′′=6x−12=6(x−2)f''=6x-12=6(x-2)
Worked solution
  1. After locating the change of f″, evaluate f rather than f′.

  2. Establish and simplify this mathematical relation.

    f′′=6x−12=6(x−2)f''=6x-12=6(x-2)
  3. Establish and simplify this mathematical relation.

    f(2)=8−24+6=−10f(2)=8-24+6=-10
  4. The inflection point includes both coordinates.

(2,−10).

Checks and common pitfalls: The inflection point includes both coordinates.

Reasoning checklist · self / teacher assessment
  • After locating the change of f″, evaluate f rather than f′.
  • Give the intermediate relations and explain the conclusion with its restrictions.
  • The inflection point includes both coordinates.

Think first. Reveal a hint when the class is ready.

03 / Transfer#Worked example

Show that x³+x has an inflection at zero but no horizontal tangent there.

f=x3+xf=x^3+x
  • Use the stated real domain and distinguish stationary candidates, attained extrema and actual concavity changes.
Skills and prerequisite lessons

Scope: JM02 · This task uses elementary probability rules or polynomial calculus named in the JAE syllabus.

Working and explanation

BUILD THE REASONING

Hint 1
Test curvature separately from tangent slope.
Hint 2
Start from this intermediate relation.
f′′=6x changes signf''=6x\text{ changes sign}
Worked solution
  1. Test curvature separately from tangent slope.

  2. Establish and simplify this mathematical relation.

    f′′=6x changes signf''=6x\text{ changes sign}
  3. Establish and simplify this mathematical relation.

    f′(0)=1; y=xf'(0)=1;\ y=x
  4. An inflection need not be stationary.

Inflection (0,0), tangent y=x.

Checks and common pitfalls: An inflection need not be stationary.

Reasoning checklist · self / teacher assessment
  • Test curvature separately from tangent slope.
  • Give the intermediate relations and explain the conclusion with its restrictions.
  • An inflection need not be stationary.

Think first. Reveal a hint when the class is ready.

04 / Foundation#Your turn

Find f″(−1) for f=x³.

f=x3f=x^3
  • Use the stated real domain and distinguish stationary candidates, attained extrema and actual concavity changes.
Skills and prerequisite lessons

Scope: JM02 · This task uses elementary probability rules or polynomial calculus named in the JAE syllabus.

Working and explanation

BUILD THE REASONING

Hint 1
Differentiate twice, keeping the sign of the input.
Hint 2
Start from this intermediate relation.
f′=3x2; f′′=6xf'=3x^2;\ f''=6x
Worked solution
  1. Differentiate twice, keeping the sign of the input.

  2. Establish and simplify this mathematical relation.

    f′=3x2; f′′=6xf'=3x^2;\ f''=6x
  3. Establish and simplify this mathematical relation.

    f′′(−1)=−6f''(-1)=-6
  4. The first derivative value 3 is not the curvature value.

The requested value is -6.

Checks and common pitfalls: The first derivative value 3 is not the curvature value.

Think first. Reveal a hint when the class is ready.

05 / Foundation#Your turn

Does x² have an inflection?

f=x2f=x^2
  • Use the stated real domain and distinguish stationary candidates, attained extrema and actual concavity changes.
Skills and prerequisite lessons

Scope: JM02 · This task uses elementary probability rules or polynomial calculus named in the JAE syllabus.

Working and explanation

BUILD THE REASONING

Hint 1
Look for a change of concavity rather than a minimum.
Hint 2
Start from this intermediate relation.
f′′=2>0f''=2>0
Worked solution
  1. Look for a change of concavity rather than a minimum.

  2. Establish and simplify this mathematical relation.

    f′′=2>0f''=2>0
  3. Establish and simplify this mathematical relation.

    no concavity change\text{no concavity change}
  4. A minimum can occur with no inflection.

No; f″=2 is positive everywhere.

Checks and common pitfalls: A minimum can occur with no inflection.

Reasoning checklist · self / teacher assessment
  • Look for a change of concavity rather than a minimum.
  • Give the intermediate relations and explain the conclusion with its restrictions.
  • A minimum can occur with no inflection.

Think first. Reveal a hint when the class is ready.

06 / Foundation#Your turn

Explain why zero is not an inflection of x⁴.

f=x4f=x^4
  • Use the stated real domain and distinguish stationary candidates, attained extrema and actual concavity changes.
Skills and prerequisite lessons

Scope: JM02 · This task uses elementary probability rules or polynomial calculus named in the JAE syllabus.

Working and explanation

BUILD THE REASONING

Hint 1
Check the sign on both sides of the zero.
Hint 2
Start from this intermediate relation.
f′′(0)=0f''(0)=0
Worked solution
  1. Check the sign on both sides of the zero.

  2. Establish and simplify this mathematical relation.

    f′′(0)=0f''(0)=0
  3. Establish and simplify this mathematical relation.

    f′′(x)=12x2>0 (x≠0)f''(x)=12x^2>0\ (x\ne0)
  4. The necessary candidate equation is not a sufficient criterion.

f″=12x² has no sign change.

Checks and common pitfalls: The necessary candidate equation is not a sufficient criterion.

Reasoning checklist · self / teacher assessment
  • Check the sign on both sides of the zero.
  • Give the intermediate relations and explain the conclusion with its restrictions.
  • The necessary candidate equation is not a sufficient criterion.

Think first. Reveal a hint when the class is ready.

07 / Foundation#Your turn

Where is x³−3x² concave up?

f=x3−3x2f=x^3-3x^2
  • Use the stated real domain and distinguish stationary candidates, attained extrema and actual concavity changes.
Skills and prerequisite lessons

Scope: JM02 · This task uses elementary probability rules or polynomial calculus named in the JAE syllabus.

Working and explanation

BUILD THE REASONING

Hint 1
Solve the strict positive-second-derivative inequality.
Hint 2
Start from this intermediate relation.
f′′=6x−6f''=6x-6
Worked solution
  1. Solve the strict positive-second-derivative inequality.

  2. Establish and simplify this mathematical relation.

    f′′=6x−6f''=6x-6
  3. Establish and simplify this mathematical relation.

    6x−6>0  ⟺  x>16x-6>0\iff x>1
  4. Increasing and concave up are separate properties.

For x>1.

Checks and common pitfalls: Increasing and concave up are separate properties.

Reasoning checklist · self / teacher assessment
  • Solve the strict positive-second-derivative inequality.
  • Give the intermediate relations and explain the conclusion with its restrictions.
  • Increasing and concave up are separate properties.

Think first. Reveal a hint when the class is ready.

08 / Standard#Your turn

Find the inflection abscissae of x⁴−6x².

f=x4−6x2f=x^4-6x^2
  • Use the stated real domain and distinguish stationary candidates, attained extrema and actual concavity changes.
Skills and prerequisite lessons

Scope: JM02 · This task uses elementary probability rules or polynomial calculus named in the JAE syllabus.

Working and explanation

BUILD THE REASONING

Hint 1
Factor the second derivative and inspect each sign change.
Hint 2
Start from this intermediate relation.
f′′=12(x2−1)f''=12(x^2-1)
Worked solution
  1. Factor the second derivative and inspect each sign change.

  2. Establish and simplify this mathematical relation.

    f′′=12(x2−1)f''=12(x^2-1)
  3. Establish and simplify this mathematical relation.

    signs: +,−,+; x=±1\text{signs: }+,-,+;\ x=\pm1
  4. The two roots of f″ both cause concavity changes here.

x=−1 and x=1.

Checks and common pitfalls: The two roots of f″ both cause concavity changes here.

Reasoning checklist · self / teacher assessment
  • Factor the second derivative and inspect each sign change.
  • Give the intermediate relations and explain the conclusion with its restrictions.
  • The two roots of f″ both cause concavity changes here.

Think first. Reveal a hint when the class is ready.

09 / Standard#Your turn

If f′ has a strict local maximum at x=2 and is differentiable with f″ positive left and negative right, what happens to f?

f′′>0 (x<2); f′′<0 (x>2)f''>0\ (x<2);\ f''<0\ (x>2)
  • Use the stated real domain and distinguish stationary candidates, attained extrema and actual concavity changes.
Skills and prerequisite lessons

Scope: JM02 · This task uses elementary probability rules or polynomial calculus named in the JAE syllabus.

Working and explanation

BUILD THE REASONING

Hint 1
Translate the rate graph’s increase/decrease into f’s curvature.
Hint 2
Start from this intermediate relation.
f′ rises then fallsf'\text{ rises then falls}
Worked solution
  1. Translate the rate graph’s increase/decrease into f’s curvature.

  2. Establish and simplify this mathematical relation.

    f′ rises then fallsf'\text{ rises then falls}
  3. Establish and simplify this mathematical relation.

    f changes from concave up to concave downf\text{ changes from concave up to concave down}
  4. A maximum of f′ is not automatically a maximum of f.

f has an inflection at x=2, provided f is defined and continuous there.

Checks and common pitfalls: A maximum of f′ is not automatically a maximum of f.

Reasoning checklist · self / teacher assessment
  • Translate the rate graph’s increase/decrease into f’s curvature.
  • Give the intermediate relations and explain the conclusion with its restrictions.
  • A maximum of f′ is not automatically a maximum of f.

Think first. Reveal a hint when the class is ready.

10 / Standard#Your turn

Can zero be an inflection point of 1/x?

f=1/x; x≠0f=1/x;\ x\ne0
  • The rational denominator must be nonzero; excluded inputs are not points on its curve.
Skills and prerequisite lessons

Scope: School extension · This task develops the school textbook skill beyond the explicitly listed JAE syllabus topics.

Working and explanation

BUILD THE REASONING

Hint 1
Check the domain before interpreting a sign change.
Hint 2
Start from this intermediate relation.
f′′=2/x3f''=2/x^3
Worked solution
  1. Check the domain before interpreting a sign change.

  2. Establish and simplify this mathematical relation.

    f′′=2/x3f''=2/x^3
  3. Establish and simplify this mathematical relation.

    0∉dom⁡(f)0\notin\operatorname{dom}(f)
  4. A concavity change across a hole does not create an inflection point there.

No; zero is not a point on the curve.

Checks and common pitfalls: A concavity change across a hole does not create an inflection point there.

Reasoning checklist · self / teacher assessment
  • Check the domain before interpreting a sign change.
  • Give the intermediate relations and explain the conclusion with its restrictions.
  • A concavity change across a hole does not create an inflection point there.

Think first. Reveal a hint when the class is ready.

11 / Standard#Your turn

At the inflection of x³−3x²+4, find the tangent slope.

f=x3−3x2+4f=x^3-3x^2+4
  • Use the stated real domain and distinguish stationary candidates, attained extrema and actual concavity changes.
Skills and prerequisite lessons

Scope: JM02 · This task uses elementary probability rules or polynomial calculus named in the JAE syllabus.

Working and explanation

BUILD THE REASONING

Hint 1
Find the curvature change first, then evaluate the first derivative.
Hint 2
Start from this intermediate relation.
f′′=6(x−1)  ⟹  x=1f''=6(x-1)\implies x=1
Worked solution
  1. Find the curvature change first, then evaluate the first derivative.

  2. Establish and simplify this mathematical relation.

    f′′=6(x−1)  ⟹  x=1f''=6(x-1)\implies x=1
  3. Establish and simplify this mathematical relation.

    f′(1)=3−6=−3f'(1)=3-6=-3
  4. The second derivative is zero there, but the tangent slope need not be.

The requested value is -3.

Checks and common pitfalls: The second derivative is zero there, but the tangent slope need not be.

Think first. Reveal a hint when the class is ready.

12 / Transfer#Your turn

For f=x⁴+kx², determine when it has two distinct inflection points.

f=x4+kx2f=x^4+kx^2
  • Use the stated real domain and distinguish stationary candidates, attained extrema and actual concavity changes.
Skills and prerequisite lessons

Scope: JM02 · This task uses elementary probability rules or polynomial calculus named in the JAE syllabus.

Working and explanation

BUILD THE REASONING

Hint 1
Classify the second-derivative roots and the boundary k=0.
Hint 2
Start from this intermediate relation.
f′′=12x2+2kf''=12x^2+2k
Worked solution
  1. Classify the second-derivative roots and the boundary k=0.

  2. Establish and simplify this mathematical relation.

    f′′=12x2+2kf''=12x^2+2k
  3. Establish and simplify this mathematical relation.

    k<0:x=±−k/6, +,−,+; k≥0: no sign changek<0:x=\pm\sqrt{-k/6},\ +,-,+;\ k\ge0:\ \text{no sign change}
  4. At k=0, the double root gives no inflection.

Exactly k<0, at x=±√(−k/6).

Checks and common pitfalls: At k=0, the double root gives no inflection.

Reasoning checklist · self / teacher assessment
  • Classify the second-derivative roots and the boundary k=0.
  • Give the intermediate relations and explain the conclusion with its restrictions.
  • At k=0, the double root gives no inflection.

Think first. Reveal a hint when the class is ready.

13 / Transfer#Your turn

For f=x⁴, the tangent at zero is y=0. Compare with x³ and explain why crossing behavior supports only the latter’s inflection.

f=x4; g=x3f=x^4;\ g=x^3
  • Use the stated real domain and distinguish stationary candidates, attained extrema and actual concavity changes.
Skills and prerequisite lessons

Scope: JM02 · This task uses elementary probability rules or polynomial calculus named in the JAE syllabus.

Working and explanation

BUILD THE REASONING

Hint 1
Use both a tangent comparison and a curvature check for these two polynomials.
Hint 2
Start from this intermediate relation.
x4≥0; x3 changes sign at 0x^4\ge0;\ x^3\text{ changes sign at }0
Worked solution
  1. Use both a tangent comparison and a curvature check for these two polynomials.

  2. Establish and simplify this mathematical relation.

    x4≥0; x3 changes sign at 0x^4\ge0;\ x^3\text{ changes sign at }0
  3. Establish and simplify this mathematical relation.

    (x4)′′=12x2; (x3)′′=6x(x^4)''=12x^2;\ (x^3)''=6x
  4. Do not promote a visual crossing rule to a universal test without assumptions.

x⁴ stays above its tangent and has no concavity change; x³ crosses its tangent and f″ changes sign.

Checks and common pitfalls: Do not promote a visual crossing rule to a universal test without assumptions.

Reasoning checklist · self / teacher assessment
  • Use both a tangent comparison and a curvature check for these two polynomials.
  • Give the intermediate relations and explain the conclusion with its restrictions.
  • Do not promote a visual crossing rule to a universal test without assumptions.

Think first. Reveal a hint when the class is ready.

Focus on one question

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    Teacher preparation and assessment

    40-minute lesson

    MinutesFocusTeaching and student action
    5PredictCompare the shapes of x³ and x⁴ at zero before differentiating.
    8Build the ideaSample response: 6x changes sign but 12x² does not.
    10Guided comparisonSample response: x³+x has inflection zero and tangent slope one.
    12Independent practice and discussionUse derivative graphs to explain the two parameter and tangent-comparison transfer tasks.
    5Exit and next stepExit: test membership in the domain, curvature change, and the separate tangent slope.

    Question sequence

    • Compare the shapes of x³ and x⁴ at zero before differentiating.
    • Sample response: x³+x has inflection zero and tangent slope one.

    Board development

    • Curvature is change in slope
      f′′>0: concave upf''>0:\ \text{concave up}

    Expected correct and incorrect responses

    • Correct sample: x³
    • Anticipated wrong response: x² — Confuses a minimum with a change in concavity.
    • Anticipated wrong response: 0 — Assumes an inflection must have a horizontal tangent.
    • Confusing an inflection with a horizontal tangent.
    • Ignoring a hole in the domain.

    Follow-up questions

    • Follow-up: Check second-derivative signs. Then explain why x² fails.
    • Follow-up: Use f″ to locate, f′ to find slope. Then explain why 0 fails.
    • Explain why the disappearance of two inflections does not eliminate the minimum at zero.

    Remediation

    • Sample response: 6x changes sign but 12x² does not.
    • Return to the first example, identify the missing condition, then solve one fresh task without viewing its solution.

    Exit check

    • Exit: test membership in the domain, curvature change, and the separate tangent slope.

    Assessment checklist and sample responses

    • Representation and conditions
      A candidate must be on the curve and concavity must change across it.
    • Connected mathematical reasoning
      For x³−6x²+3x, f″=6(x−2) changes sign and f(2)=−10.
    • Interpretation and boundary check
      At k=0, x⁴ has f″=12x²≥0 on both sides, so no inflection.

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