Q.Find all points of local maxima and local minima of the function f given by f(x)=x3−3x+3.
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🔒 Start your 14-day free trial to unlock the full solution →Concept understanding — Derivative Sign Analysis
Derivative Sign Analysis: What the Slope Tells You
Imagine walking along a hilly road — sometimes uphill, sometimes downhill, occasionally flat. The derivative at any point is simply the slope of the road under your feet at that instant.
Derivative sign analysis figures out where a function is increasing, where it is decreasing, and where it has flat spots (critical points) — all from the sign of its derivative.
The Intuition First
If f′(x) is positive, the function is increasing — the graph rises as you move right. If f′(x) is negative, it is decreasing. If f′(x)=0, there is a horizontal tangent — a potential peak, valley, or flat inflection.
The key: a single point tells you little; you look at intervals. If f′(x)>0 for all x in (a,b), the function is strictly increasing on that whole interval. Same logic for negative.
The analysis is local — it describes behaviour on intervals, not isolated points. A zero derivative at a single point doesn't guarantee a max or min; check the sign change across that point.
The Precise Statement
Let f be differentiable on an open interval I. Then:
- If f′(x)>0 for all x in I, then f is strictly increasing on I.
- If f′(x)<0 for all x in I, then f is strictly decreasing on I.
- If f′(x)=0 for all x in I, then f is constant on I.
Points where f′(x)=0 (or where f′ does not exist) are critical points — the candidates for local maxima and minima.
If f′(x)>0 on (a,b)⟹f increasing on (a,b)
If f′(x)<0 on (a,b)⟹f decreasing on (a,b)
How to Perform It (Step-by-Step)
- Find the derivative f′(x).
- Find critical points: solve f′(x)=0 and check where f′(x) is undefined (but f is defined).
- Plot these on a number line — they split the domain into intervals.
- Pick a test point inside each interval and evaluate f′; only the sign matters.
- Record the sign in each interval and interpret: + means increasing, – means decreasing.
A Concrete Example
Take f(x)=x3−3x.
Step 1: f′(x)=3x2−3=3(x−1)(x+1).
Step 2: Critical points: x=−1 and x=1.
Step 3: Intervals: (−∞,−1), (−1,1), (1,∞).
Step 4: Test points:
- x=−2: f′(−2)=3(4−1)=9>0.
- x=0: f′(0)=−3<0.
- x=2: f′(2)=9>0.
Step 5: So f increases on (−∞,−1), decreases on (−1,1), increases on (1,∞). Thus x=−1 is a local maximum (sign changes + to –), and x=1 is a local minimum (– to +). …
Concept: Derivative Sign Analysis
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Compute the derivative:
f′(x)=3x2−3=3(x2−1)=3(x−1)(x+1).
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Critical points: f′(x)=0⇒x=−1,x=1.
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Sign of f′(x):
- For x<−1, both factors negative → f′(x)>0 (increasing).
- For −1<x<1, (x−1) negative, (x+1) positive → f′(x)<0 (decreasing).
- For x>1, both positive → f′(x)>0 (increasing). …
Local maxima and minima occur where the derivative changes sign. For f(x)=x3−3x+3, the derivative f′(x)=3x2−3 has critical points at x=−1 and x=1. Using the first derivative test, x=−1 is a local maximum and x=1 is a local minimum.
Why derivative sign analysis?
A function rises when its slope (derivative) is positive, and falls when its slope is negative. At a local maximum, the function stops rising and starts falling — so the derivative changes from positive to negative. At a local minimum, it changes from negative to positive. This is the first derivative test, and it’s the most direct way to classify critical points for a polynomial like this.
Step-by-step solution
1. Find the derivative and critical points
The derivative is:
f′(x)=3x2−3=3(x2−1)=3(x−1)(x+1)
Set f′(x)=0:
3(x−1)(x+1)=0⇒x=1 or x=−1
These are the only critical points (the function is differentiable everywhere, so no other candidates).
2. Analyse the sign of f′(x) around each critical point
We test the sign of f′(x) in intervals determined by x=−1 and x=1.
| Interval | Test point | f′(x)=3(x−1)(x+1) | Sign of f′(x) | Behaviour of f |
|---|---|---|---|---|
| (−∞,−1) | x=−2 | 3(−3)(−1)=9 | + | Increasing |
| (−1,1) | x=0 | 3(−1)(1)=−3 | − | Decreasing |
| (1,∞) | x=2 | 3(1)(3)=9 | + | Increasing |
You don’t need to compute the exact value — just check the sign of each factor. For x<−1, both (x−1) and (x+1) are negative, so their product is positive. For −1<x<1, (x+1) is positive but (x−1) is negative, so the product is negative. For x>1, both factors are positive.
3. Apply the first derivative test …
Method: First Derivative Test for Locating Local Maxima and Minima
This is the standard technique for finding every point where a differentiable function turns from rising to falling (or the reverse).
Steps
Step 1: Differentiate and find the critical points
Compute f′(x) and solve f′(x)=0 (also note any point where f′ fails to exist but f is still defined). These critical points are the only candidates for local extrema.
Step 2: Build a sign chart
The critical points split the real line into open intervals. Pick one test point inside each interval and evaluate the sign of f′ there — factoring f′(x) first usually makes this quick, since you only need the sign of each factor.
Step 3: Apply the first derivative test
f′(x):+→− at x=c⟹c is a local maximum
f′(x):−→+ at x=c⟹c is a local minimum …
- TG EAPCET 2022Set eng-2022-07-18-FN1 markMCQQ.Let a function f(x) be continuous in an interval [a,b]. Let δ>0 be a very small real number. Let c∈(a,b) be such that f(c−δ)<f(c) and f(c+δ)<f(c) for every δ>0. Let (f(α−δ)−f(α))(f(α+δ)−f(α))<0 ∀α∈(a,b) and α=c. Then (A) f(x) has a local maximum at c and a local minimum at α (B) f(x) has a local maximum at α and a local minimum at c (C) f(x) has only one local maximum at c (D) f(x) has only one local minimum at c
›Reveal solutionSolution
The conditions describe a function that is strictly higher at c than at any nearby point, and for every other point α the function values on either side straddle f(α) — meaning c is the only local extremum, a maximum. The correct option is (C).
The key idea is to interpret the two given inequalities as precise local behavior tests.
- The first condition says: for every tiny δ>0, we have f(c−δ)<f(c) and f(c+δ)<f(c). That is exactly the definition of a strict local maximum at x=c.
- The second condition says: for every α=c and every δ>0, the product (f(α−δ)−f(α))(f(α+δ)−f(α)) is negative. That means one of the two differences is positive and the other negative — so f(α) is strictly between the values on its left and right for any tiny interval. That is the hallmark of a point that is not a local extremum (it is a point of "strict crossing" or monotonic behavior locally).
Thus the only point where the function can have a local extremum is c, and it is a maximum.
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Interpret the condition at c
For every δ>0, f(c−δ)<f(c) and f(c+δ)<f(c).
This means that in any sufficiently small neighborhood around c, the value at c is strictly larger than all other values. That is the definition of a strict local maximum at c. No other point can satisfy this because the condition is required to hold for every δ>0, not just small enough ones — but even for arbitrarily small δ, it forces c to be a peak.
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Interpret the condition at any α=c
For every α∈(a,b) with α=c, and for every δ>0, we have
(f(α−δ)−f(α))(f(α+δ)−f(α))<0.
A product is negative exactly when one factor is positive and the other negative.
So for every tiny δ, either:
- f(α−δ)>f(α) and f(α+δ)<f(α), or
- f(α−δ)<f(α) and f(α+δ)>f(α).
In either case, f(α) is not the largest or smallest in any neighborhood — it is strictly between the left and right values. Hence α cannot be a local maximum or a local minimum.
- Why “for every δ>0” is important …
- TG EAPCET 2026Set eng-2026-05-10-AN1 markMCQQ.The number of real roots of the equation e3x−2e2x−ex+2=0 is (A) 0 (B) 1 (C) 2 (D) 3
›Reveal solutionSolution
The equation simplifies to a quadratic in ex after factoring, giving two positive solutions for ex, each yielding one real x; thus there are exactly two real roots.
We start with the equation
e3x−2e2x−ex+2=0.
The key insight is to treat ex as a single variable, say t=ex, where t>0 because the exponential function is always positive. This transforms the equation into a polynomial in t, which is easier to factor and solve. Once we find positive t values, each corresponds to exactly one real x=logt.
- Substitute t=ex: The equation becomes
t3−2t2−t+2=0.
- Factor the cubic: Group terms:
(t3−2t2)−(t−2)=t2(t−2)−1(t−2)=(t−2)(t2−1).
So
(t−2)(t−1)(t+1)=0.
- Find possible t values: The roots are t=2, t=1, and t=−1. Since t=ex>0, we discard t=−1. …
- TG EAPCET 2021Set eng-2021-08-05-AN1 markMCQQ.Let R∗=R−{(2k−1)2π∣k∈I}. The function f:R∗→R is defined as f(x)=tanx−x, then f(x) is (A) an increasing function (B) a decreasing function (C) minimum at x=0 (D) periodic function
›Reveal solutionSolution
The function f(x)=tanx−x is increasing on each interval of its domain, because its derivative f′(x)=sec2x−1=tan2x≥0 and is zero only at isolated points. The correct option is (A).
The key to this problem is to examine monotonicity — whether a function is increasing or decreasing — by looking at its derivative. For a function to be increasing on an interval, its derivative must be non-negative (and not identically zero on any subinterval). For it to be decreasing, the derivative must be non-positive. The domain here is all real numbers except odd multiples of 2π, where tanx blows up.
Let’s work through it step by step.
- Find the derivative. We have f(x)=tanx−x. The derivative is
f′(x)=sec2x−1.
Using the identity sec2x=1+tan2x, this simplifies to
f′(x)=tan2x.
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Analyze the sign of f′(x).
Since tan2x≥0 for every x in the domain (a square is never negative), we have f′(x)≥0 everywhere. The derivative is zero exactly when tanx=0, i.e., at x=nπ for integers n. These are isolated points — not whole intervals.
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What does this tell us about monotonicity?
A function whose derivative is non-negative and zero only at isolated points is strictly increasing on each interval of its domain. Here, the domain R∗ is broken into intervals between consecutive vertical asymptotes:
…,(−23π,−2π),(−2π,2π),(2π,23π),…
On each such interval, f′(x)≥0 and f′(x)=0 only at the single point x=0 (in the middle interval) or at other isolated nπ values. So f is increasing on each interval. …
- TG EAPCET 2022Set eng-2022-07-18-FN1 markMCQQ.If the extreme value of 3x−2x2+1 is k then the set of all real values of x for which kx2+2x+1>0 is (A) (21,1) (B) (−∞,21)∪(1,∞) (C) (−∞,∞) (D) (−∞,817)
›Reveal solutionSolution
The extreme value of the quadratic 3x−2x2+1 is its maximum k=817, and substituting this k into kx2+2x+1>0 yields a quadratic with a negative discriminant and positive leading coefficient, so the inequality holds for all real x; the answer is (−∞,∞).
Concept & Intuition
We first find the extreme value of 3x−2x2+1. Since it’s a quadratic with a negative coefficient on x2, it opens downward, so its extreme is a maximum at the vertex. That maximum value becomes k. Then we plug k into the second quadratic inequality kx2+2x+1>0. The sign of k and the discriminant will tell us whether this quadratic is always positive, never positive, or positive only on an interval.
Step-by-step solution
- Find the extreme value of f(x)=3x−2x2+1 Rewrite in standard form: f(x)=−2x2+3x+1. For a quadratic ax2+bx+c, the vertex (where the extreme occurs) is at x=−2ab. Here a=−2, b=3, so
x=−2(−2)3=43.
The extreme value is
f(43)=−2(43)2+3(43)+1=−2⋅169+49+1=−1618+1636+1616=1634=817.
Since the parabola opens downward, this is the maximum value. Hence k=817.
- Substitute k into the inequality We need to solve
817x2+2x+1>0.
Multiply through by 8 (positive, so inequality direction unchanged):
17x2+16x+8>0.
- Analyze the quadratic 17x2+16x+8
- Leading coefficient 17>0 → parabola opens upward.
- Compute discriminant: Δ=162−4⋅17⋅8=256−544=−288. …
- TG EAPCET 2021Set eng-2021-08-05-AN1 markMCQQ.f(x)=ax2−bx−a is a quadratic expression. If K is the least real number such that f(x)≤K ∀x∈R, then (A) K=0 (B) K<−2 (C) K>0 (D) −1<K<0
›Reveal solutionSolution
The quadratic opens downward only if a<0, and its maximum value is K=−4ab2+4a2. Since a<0, this expression is always positive, so K>0. The correct option is (C).
The key idea here is that a quadratic expression f(x)=ax2−bx−a can have a maximum (and therefore a least upper bound K) only if it opens downward — that is, if a<0. If a>0, the parabola opens upward and f(x)→∞, so no such finite K exists. The problem implicitly assumes a is such that K exists, so we must have a<0.
The maximum value of a quadratic px2+qx+r (with p<0) occurs at x=−2pq, and that maximum is −4pD, where D=q2−4pr is the discriminant. Here p=a, q=−b, r=−a.
Let’s work through it.
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Identify the coefficients.
f(x)=ax2−bx−a gives p=a, q=−b, r=−a.
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Find the vertex (point of maximum).
The x-coordinate of the vertex is x=−2pq=−2a(−b)=2ab.
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Compute the maximum value K.
Substitute x=2ab into f(x):
f(2ab)=a(2ab)2−b(2ab)−a=a⋅4a2b2−2ab2−a=4ab2−2ab2−a=−4ab2−a.
So
K=−4ab2−a.
- Rewrite K in a more revealing form. Combine the terms over a common denominator 4a: K=−4ab2−a=−4ab2+4a2. …
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- TG EAPCET 2021Set eng-2021-08-05-FN1 markMCQQ.If α+3x2+2−αy2=1 represents a hyperbola, then α lies in (A) (−3,2) (B) (−3,∞) (C) (−∞,−2) (D) (−∞,−3)∪(2,∞)
›Reveal solutionSolution
For the given equation to represent a hyperbola, the denominators of the x2 and y2 terms must have opposite signs. This leads to the condition (α+3)(2−α)<0, which simplifies to (α+3)(α−2)>0, yielding α∈(−∞,−3)∪(2,∞).
The equation of a conic section is given as α+3x2+2−αy2=1. We need to determine the range of α for which this equation represents a hyperbola.
Concept and Intuition
The standard form of a hyperbola centered at the origin is either a2x2−b2y2=1 or b2y2−a2x2=1.
In both cases, one of the squared terms (x2 or y2) has a positive coefficient, and the other has a negative coefficient. This means that the denominators under x2 and y2 must have opposite signs.
If the denominators had the same sign:
- If both were positive, it would be an ellipse (or a circle if they were equal).
- If both were negative, the sum of two non-positive terms would be 1, which is impossible for real x,y.
Therefore, for the given equation to represent a hyperbola, the expressions (α+3) and (2−α) must have opposite signs.
Step-by-Step Solution
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Identify the denominators:
The given equation is α+3x2+2−αy2=1.
The denominators are A=α+3 and B=2−α.
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Apply the hyperbola condition:
For the equation to represent a hyperbola, the denominators A and B must have opposite signs. This means their product must be negative.
For Ax2+By2=1 to be a hyperbola, AB<0.
So, we must have (α+3)(2−α)<0.
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Solve the inequality:
We have the inequality (α+3)(2−α)<0.
To make the leading coefficient of α positive in both factors, we can multiply the second factor (2−α) by −1 and reverse the inequality sign:
(α+3)(−1)(α−2)<0
−(α+3)(α−2)<0
Multiplying by −1 and reversing the inequality sign again:
(α+3)(α−2)>0
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Find the critical points and intervals:
The critical points where the expression (α+3)(α−2) equals zero are α=−3 and α=2.
These points divide the number line into three intervals: (−∞,−3), (−3,2), and (2,∞).
We test a value of α from each interval:
- Interval 1: α<−3 (e.g., α=−4) (α+3)(α−2)=(−4+3)(−4−2)=(−1)(−6)=6. Since 6>0, this interval satisfies the inequality. …
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