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6.3 Practical Measurement, Optimization, and Trigonometric Modeling

Key Takeaways

  • Practical geometric surveying models convert 2D/3D real-world measurements into multi-triangle solving problems using angles of elevation, depression, and bearing.

  • Optimization of triangle area S or perimeter P can be achieved via Trigonometric Substitution (converting to a single-angle function f(θ)f(\theta)) or Algebraic Inequalities (AM-GM inequality).

  • The domain of single-variable trigonometric models must be strictly bounded by internal angle constraints (0<A,B,C<π0 < A, B, C < \pi and A+B+C=πA+B+C=\pi) and side inequality conditions.

  • Equilateral or symmetric configurations (B = C) systematically produce peak extrema for perimeter and area when a single side and its opposite angle are held constant.

Last updated: July 2026

6.3 Practical Measurement, Optimization, and Trigonometric Modeling

Real-world applications and optimization problems (最值与范围问题) represent the highest tier of difficulty in the Gaokao triangle module. These problems test a student's ability to extract geometric models from textual scenarios, set up single-variable trigonometric functions, and apply algebraic inequalities under strict geometric domain constraints.


1. Terminology and Models in Practical Measurement

Directional and Spatial Angle Definitions

  1. Angle of Elevation (仰角): The angle between the line of sight and the horizontal plane when looking upward at a target.
  2. Angle of Depression (俯角): The angle between the line of sight and the horizontal plane when looking downward at a target.
  3. Bearing Angle (方位角): The angle measured clockwise starting from due North (0∘0^\circ) to the line of direction, ranging from 0∘0^\circ to 360∘360^\circ.
  4. Direction Angle (方向角): Direction specified relative to cardinal directions, e.g., "North 30∘30^\circ East" (北偏东 30∘30^\circ), meaning rotated 30∘30^\circ toward East from due North.
                  North (0° / 360°)
                        |
                        |   / Target (North 30° East)
                        |  / 
                        | / 30°
         West ----------+---------- East (90°)
                        |
                        |
                  South (180°)

Standard 2D and 3D Surveying Structures

  • Inaccessible Distance Model: To measure distance between target points AA and BB across a river, select a baseline CDCD on one bank, measure length CD=dCD = d, and observe angles ∠ACD,∠BCD,∠ADC,∠BDC\angle ACD, \angle BCD, \angle ADC, \angle BDC. Solve △ACD\triangle ACD and △BCD\triangle BCD to get ACAC and BCBC, then apply the Cosine Theorem in △ABC\triangle ABC.
  • Height Measurement Model: To measure peak height h=TT′h = TT' above horizontal ground, set two observation points AA and BB aligned with baseline T′T'. Measure distance AB=dAB = d, elevation angles α=∠TAT′\alpha = \angle TAT' and β=∠TBT′\beta = \angle TBT'. Apply the Sine Theorem in vertical triangle △TAB\triangle TAB.

2. Optimization Techniques for Triangle Perimeter and Area

When a side aa and its opposite angle AA are fixed in △ABC\triangle ABC, the triangle is partially constrained, causing perimeter P=a+b+cP = a + b + c and area S=12bcsin⁡AS = \frac{1}{2}bc \sin A to vary. Two main analytical methods find their extrema:

Method I: Algebraic Inequality Method (AM-GM Inequality)

Applying the Cosine Theorem to fixed aa and AA:

a2=b2+c2−2bccos⁡Aa^2 = b^2 + c^2 - 2bc \cos A

Since b2+c2≥2bcb^2 + c^2 \ge 2bc by AM-GM:

a2≥2bc−2bccos⁡A=2bc(1−cos⁡A)a^2 \ge 2bc - 2bc \cos A = 2bc (1 - \cos A)

Rearranging gives an explicit upper bound for product bcbc:

bc≤a22(1−cos⁡A)bc \le \frac{a^2}{2(1 - \cos A)}

Equality holds if and only if b=cb = c. Thus, maximum area SmaxS_{max} is:

Smax=12bcmaxsin⁡A=a2sin⁡A4(1−cos⁡A)=a24tan⁡(A/2)S_{max} = \frac{1}{2} bc_{max} \sin A = \frac{a^2 \sin A}{4(1 - \cos A)} = \frac{a^2}{4 \tan(A/2)}

Method II: Trigonometric Single-Variable Substitution

By the Sine Theorem, b=2Rsin⁡Bb = 2R \sin B and c=2Rsin⁡Cc = 2R \sin C, where 2R=asin⁡A2R = \frac{a}{\sin A}. Express b+cb + c as a function of angle BB:

b+c=2R(sin⁡B+sin⁡C)=2R(sin⁡B+sin⁡(π−A−B))b + c = 2R (\sin B + \sin C) = 2R \left( \sin B + \sin(\pi - A - B) \right)

Using sum-to-product or expanding sin⁡(π−A−B)=sin⁡(A+B)\sin(\pi - A - B) = \sin(A + B):

b+c=2R(sin⁡B+sin⁡Acos⁡B+cos⁡Asin⁡B)=2R((1+cos⁡A)sin⁡B+sin⁡Acos⁡B)b + c = 2R \left( \sin B + \sin A \cos B + \cos A \sin B \right) = 2R \left( (1 + \cos A)\sin B + \sin A \cos B \right)

By auxiliary angle transformation C0sin⁡(B+ϕ)C_0 \sin(B + \phi):

b+c=4Rsin⁡(B+C2)cos⁡(B−C2)=4Rcos⁡(A2)cos⁡(B−C2)b + c = 4R \sin\left(\frac{B+C}{2}\right) \cos\left(\frac{B-C}{2}\right) = 4R \cos\left(\frac{A}{2}\right) \cos\left(\frac{B-C}{2}\right)

Since cos⁡(B−C2)≤1\cos\left(\frac{B-C}{2}\right) \le 1 with equality when B=CB = C, the maximum sum of sides is 4Rcos⁡(A2)4R \cos\left(\frac{A}{2}\right).


3. Worked Gaokao Exam Examples

Example 1 (Perimeter Range and Extremum Optimization)

In △ABC\triangle ABC, angle A=π3A = \frac{\pi}{3} (60∘60^\circ) and opposite side a=3a = \sqrt{3}.

  1. Determine the circumradius RR.
  2. Find the range of the perimeter P=a+b+cP = a + b + c and state its maximum value.

Solution:

Part 1: By the Sine Theorem:

2R=asin⁡A=3sin⁡π3=332=2  ⟹  R=12R = \frac{a}{\sin A} = \frac{\sqrt{3}}{\sin\frac{\pi}{3}} = \frac{\sqrt{3}}{\frac{\sqrt{3}}{2}} = 2 \implies R = 1

Part 2: Express b+cb + c in terms of angle BB:

b=2Rsin⁡B=2sin⁡Bb = 2R \sin B = 2 \sin B c=2Rsin⁡C=2sin⁡(π−A−B)=2sin⁡(2π3−B)c = 2R \sin C = 2 \sin\left(\pi - A - B\right) = 2 \sin\left(\frac{2\pi}{3} - B\right)

Expand cc:

c=2(sin⁡2π3cos⁡B−cos⁡2π3sin⁡B)=2(32cos⁡B−(−12)sin⁡B)=3cos⁡B+sin⁡Bc = 2 \left( \sin\frac{2\pi}{3} \cos B - \cos\frac{2\pi}{3} \sin B \right) = 2 \left( \frac{\sqrt{3}}{2} \cos B - \left(-\frac{1}{2}\right) \sin B \right) = \sqrt{3} \cos B + \sin B

Summing b+cb + c:

b+c=2sin⁡B+sin⁡B+3cos⁡B=3sin⁡B+3cos⁡Bb + c = 2 \sin B + \sin B + \sqrt{3} \cos B = 3 \sin B + \sqrt{3} \cos B

Apply the auxiliary angle formula A0sin⁡(B+ϕ)A_0 \sin(B + \phi) where A0=32+(3)2=12=23A_0 = \sqrt{3^2 + (\sqrt{3})^2} = \sqrt{12} = 2\sqrt{3}:

b+c=23(32sin⁡B+12cos⁡B)=23sin⁡(B+π6)b + c = 2\sqrt{3} \left( \frac{\sqrt{3}}{2} \sin B + \frac{1}{2} \cos B \right) = 2\sqrt{3} \sin\left(B + \frac{\pi}{6}\right)

Determine the domain of BB: since A=π3A = \frac{\pi}{3} and A+B+C=πA + B + C = \pi, we have 0<B<2π30 < B < \frac{2\pi}{3}. Adding π6\frac{\pi}{6} to all terms:

π6<B+π6<5π6\frac{\pi}{6} < B + \frac{\pi}{6} < \frac{5\pi}{6}

Within this interval, the sine function satisfies 12<sin⁡(B+π6)≤1\frac{1}{2} < \sin\left(B + \frac{\pi}{6}\right) \le 1. Multiplying by 232\sqrt{3}:

3<b+c≤23\sqrt{3} < b + c \le 2\sqrt{3}

Since a=3a = \sqrt{3}, the perimeter P=a+b+c=3+(b+c)P = a + b + c = \sqrt{3} + (b + c) has domain:

23<P≤332\sqrt{3} < P \le 3\sqrt{3}

Thus, the range of perimeter PP is (23,33](2\sqrt{3}, 3\sqrt{3}], and its maximum value is 333\sqrt{3} attained when B+π6=π2  ⟹  B=π3=CB + \frac{\pi}{6} = \frac{\pi}{2} \implies B = \frac{\pi}{3} = C (equilateral triangle).


Example 2 (Real-World Engineering Surveying Model)

Surveyors at point AA observe a target tower TT on top of a mountain. Point AA is on horizontal ground. The angle of elevation of point AA to the mountain base BB is 30∘30^\circ, and to the top of tower TT is 45∘45^\circ. The surveyors walk 100100 meters along a straight slope of incline 30∘30^\circ directly toward base BB to reach point CC. From point CC, the angle of elevation to tower top TT is measured to be 60∘60^\circ. Find the height of the tower TT if BB and TT are vertically aligned.

Solution:

Let the horizontal plane pass through AA. Path AC=100AC = 100 m lies along line ABAB inclined at 30∘30^\circ. In vertical triangle △ATC\triangle ATC:

  1. ∠TAC=45∘−30∘=15∘\angle TAC = 45^\circ - 30^\circ = 15^\circ.
  2. ∠TCA=180∘−(60∘−30∘)=150∘\angle TCA = 180^\circ - (60^\circ - 30^\circ) = 150^\circ.
  3. ∠ATC=180∘−15∘−150∘=15∘\angle ATC = 180^\circ - 15^\circ - 150^\circ = 15^\circ. Since ∠TAC=∠ATC=15∘\angle TAC = \angle ATC = 15^\circ, △ATC\triangle ATC is an isosceles triangle with TC=AC=100TC = AC = 100 meters! Now consider right triangle formed by top TT, base BB, and point CC. Using △TBC\triangle TBC, height TBTB is found directly:
TB=TC⋅sin⁡60∘=100⋅32=503 metersTB = TC \cdot \sin 60^\circ = 100 \cdot \frac{\sqrt{3}}{2} = 50\sqrt{3} \text{ meters}

The tower/mountain structure height is 50350\sqrt{3} meters.

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Strategy Comparison for Triangle Extremum Optimization
Test Your Knowledge

In △ABC\triangle ABC, angle A=60∘A = 60^\circ and opposite side a=23a = 2\sqrt{3}. What is the maximum possible area of △ABC\triangle ABC?

A

3\sqrt{3}

B

232\sqrt{3}

C

333\sqrt{3}

D

6

Test Your Knowledge

A surveyor at point AA measures the angle of elevation to a cliff top as 30∘30^\circ. Walking 100100 meters horizontally toward the cliff base to point BB, the angle of elevation becomes 45∘45^\circ. What is the height hh of the cliff?

A

50(3+1) meters50(\sqrt{3} + 1) \text{ meters}

B

50(3−1) meters50(\sqrt{3} - 1) \text{ meters}

C

100(3−1) meters100(\sqrt{3} - 1) \text{ meters}

D

100(3+1) meters100(\sqrt{3} + 1) \text{ meters}

Test Your Knowledge

In △ABC\triangle ABC, given side a=2a = 2 and opposite angle A=60∘A = 60^\circ, what is the maximum value of the sum of sides b+cb + c?

A

2

B

232\sqrt{3}

C

3

D

4

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