Newton's Method for Root Extraction
Mathematics · FE Reference Handbook section
Handbook notes for this section
Definitions and conditions exactly as the handbook states them.
- The initial estimate of the root a0 must be near enough to the actual root to cause the algorithm to converge to the root.
Core formulas for this FE topic
Definitions, applicability, units, assumptions and worked examples for each relation.
Worked exam-style examples
The four ways this section is written on the real exam — thoughts first, then equations, then substitution.
A student finds the roots of a quadratic characteristic equation. Given leading coefficient (a) = 1.3000; linear coefficient (b) = 9.0000; constant term (c) = 0.3000, determine the root (x).
Given
Find
root (x)
Start with the thinking
- The governing relation printed in this handbook section is Roots of a quadratic equation.
- Everything except x is given, so isolate x symbolically first — never rearrange after the numbers are in.
- Tabulate each given with its unit and confirm the units are consistent with the relation before substituting.
- Finding the roots of a quadratic equation ax^2+bx+c=0 uses the quadratic root formula.
Step-by-step solution
Step 1 — State the governing relation:
Step 2 — Rearrange symbolically for x:
Step 3 — List the givens: leading coefficient (a) = 1.3000, linear coefficient (b) = 9.0000, constant term (c) = 0.3000.
Step 4 — Substitute the given values:
Step 5 — Evaluate:
Step 6 — Check: returning x = -0.0335 to
reproduces the given quantities, and both sides carry the same units.
Why the other options are there
- -0.0670 — kept a factor of two that cancels in the correct rearrangement.
- -0.0167 — dropped that same factor in the other direction.
- -0.0368 — rounded an intermediate value before the final step.
Reference: FE Handbook — Quadratic Equation Roots
A student applies Newton's method for root extraction to a nonlinear equation. Given current estimate (xn) = 1.8000; function value f(xn) (fxn) = 7.7000; derivative value f'(xn) (fpxn) = 14.7000, determine the next estimate (xn1).
Given
Find
next estimate (xn1)
Start with the thinking
- The governing relation printed in this handbook section is Newton's method for root extraction.
- Everything except xn1 is given, so isolate xn1 symbolically first — never rearrange after the numbers are in.
- Tabulate each given with its unit and confirm the units are consistent with the relation before substituting.
- Newton's method for root extraction improves an estimate xn to xn+1 using the function and its derivative.
Figure 2 — schematic for Newton's method for root extraction — solve for next estimate — Newton's Method for Root Extraction (2)
Step-by-step solution
Step 1 — State the governing relation:
Step 2 — Rearrange symbolically for xn1:
Step 3 — List the givens: current estimate (xn) = 1.8000, function value f(xn) (fxn) = 7.7000, derivative value f'(xn) (fpxn) = 14.7000.
Step 4 — Substitute the given values:
Step 5 — Evaluate:
Step 6 — Check: returning xn1 = 1.2762 to
reproduces the given quantities, and both sides carry the same units.
Why the other options are there
- 2.5524 — kept a factor of two that cancels in the correct rearrangement.
- 0.6381 — dropped that same factor in the other direction.
- 1.4038 — rounded an intermediate value before the final step.
Reference: FE Handbook — Newton's Method for Root Extraction
An engineer solves for the roots of a quadratic polynomial model. Given leading coefficient (a) = 1.3000; linear coefficient (b) = 6.7000; root (x) = -2.9000, determine the constant term (c).
Given
Find
constant term (c)
Start with the thinking
- The governing relation printed in this handbook section is Roots of a quadratic equation.
- Everything except c is given, so isolate c symbolically first — never rearrange after the numbers are in.
- Tabulate each given with its unit and confirm the units are consistent with the relation before substituting.
- Finding the roots of a quadratic equation ax^2+bx+c=0 uses the quadratic root formula.
Step-by-step solution
Step 1 — State the governing relation:
Step 2 — Rearrange symbolically for c:
Step 3 — List the givens: leading coefficient (a) = 1.3000, linear coefficient (b) = 6.7000, root (x) = -2.9000.
Step 4 — Substitute the given values:
Step 5 — Evaluate:
Step 6 — Check: returning c = 8.4970 to
reproduces the given quantities, and both sides carry the same units.
Why the other options are there
- 16.9940 — kept a factor of two that cancels in the correct rearrangement.
- 4.2485 — dropped that same factor in the other direction.
- 9.3467 — rounded an intermediate value before the final step.
Reference: FE Handbook — Quadratic Equation Roots
Newton's method converges toward the root of a polynomial after successive iterations. Given current estimate (xn) = 2.0000; derivative value f'(xn) (fpxn) = 3.2000; next estimate (xn1) = 1.8200, determine the function value f(xn) (fxn).
Given
Find
function value f(xn) (fxn)
Start with the thinking
- The governing relation printed in this handbook section is Newton's method for root extraction.
- Everything except fxn is given, so isolate fxn symbolically first — never rearrange after the numbers are in.
- Tabulate each given with its unit and confirm the units are consistent with the relation before substituting.
- Newton's method for root extraction improves an estimate xn to xn+1 using the function and its derivative.
Figure 4 — schematic for Newton's method for root extraction — solve for function value f(xn) — Newton's Method for Root Extraction (4)
Step-by-step solution
Step 1 — State the governing relation:
Step 2 — Rearrange symbolically for fxn:
Step 3 — List the givens: current estimate (xn) = 2.0000, derivative value f'(xn) (fpxn) = 3.2000, next estimate (xn1) = 1.8200.
Step 4 — Substitute the given values:
Step 5 — Evaluate:
Step 6 — Check: returning fxn = 0.5760 to
reproduces the given quantities, and both sides carry the same units.
Why the other options are there
- 1.1520 — kept a factor of two that cancels in the correct rearrangement.
- 0.2880 — dropped that same factor in the other direction.
- 0.6336 — rounded an intermediate value before the final step.
Reference: FE Handbook — Newton's Method for Root Extraction
A root of the quadratic equation is back-substituted to check the solution. Given leading coefficient (a) = 1.6000; constant term (c) = 1.9000; root (x) = -3.2000, determine the linear coefficient (b).
Given
Find
linear coefficient (b)
Start with the thinking
- The governing relation printed in this handbook section is Roots of a quadratic equation.
- Everything except b is given, so isolate b symbolically first — never rearrange after the numbers are in.
- Tabulate each given with its unit and confirm the units are consistent with the relation before substituting.
- Finding the roots of a quadratic equation ax^2+bx+c=0 uses the quadratic root formula.
Step-by-step solution
Step 1 — State the governing relation:
Step 2 — Rearrange symbolically for b:
Step 3 — List the givens: leading coefficient (a) = 1.6000, constant term (c) = 1.9000, root (x) = -3.2000.
Step 4 — Substitute the given values:
Step 5 — Evaluate:
Step 6 — Check: returning b = 5.7138 to
reproduces the given quantities, and both sides carry the same units.
Why the other options are there
- 11.4275 — kept a factor of two that cancels in the correct rearrangement.
- 2.8569 — dropped that same factor in the other direction.
- 6.2851 — rounded an intermediate value before the final step.
Reference: FE Handbook — Quadratic Equation Roots
An engineer performs one iteration of Newton's method to refine a root estimate. Given current estimate (xn) = 4.0000; function value f(xn) (fxn) = 7.7000; next estimate (xn1) = 1.0000, determine the derivative value f'(xn) (fpxn).
Given
Find
derivative value f'(xn) (fpxn)
Start with the thinking
- The governing relation printed in this handbook section is Newton's method for root extraction.
- Everything except fpxn is given, so isolate fpxn symbolically first — never rearrange after the numbers are in.
- Tabulate each given with its unit and confirm the units are consistent with the relation before substituting.
- Newton's method for root extraction improves an estimate xn to xn+1 using the function and its derivative.
Figure 6 — schematic for Newton's method for root extraction — solve for derivative value f'(xn) — Newton's Method for Root Extraction (6)
Step-by-step solution
Step 1 — State the governing relation:
Step 2 — Rearrange symbolically for fpxn:
Step 3 — List the givens: current estimate (xn) = 4.0000, function value f(xn) (fxn) = 7.7000, next estimate (xn1) = 1.0000.
Step 4 — Substitute the given values:
Step 5 — Evaluate:
Step 6 — Check: returning fpxn = 2.5667 to
reproduces the given quantities, and both sides carry the same units.
Why the other options are there
- 5.1333 — kept a factor of two that cancels in the correct rearrangement.
- 1.2833 — dropped that same factor in the other direction.
- 2.8233 — rounded an intermediate value before the final step.
Reference: FE Handbook — Newton's Method for Root Extraction
A student finds the roots of a quadratic characteristic equation. Given leading coefficient (a) = 2.9000; linear coefficient (b) = 5.1000; constant term (c) = 1.2000, determine the root (x).
Given
Find
root (x)
Start with the thinking
- The governing relation printed in this handbook section is Roots of a quadratic equation.
- Everything except x is given, so isolate x symbolically first — never rearrange after the numbers are in.
- Tabulate each given with its unit and confirm the units are consistent with the relation before substituting.
- Finding the roots of a quadratic equation ax^2+bx+c=0 uses the quadratic root formula.
Step-by-step solution
Step 1 — State the governing relation:
Step 2 — Rearrange symbolically for x:
Step 3 — List the givens: leading coefficient (a) = 2.9000, linear coefficient (b) = 5.1000, constant term (c) = 1.2000.
Step 4 — Substitute the given values:
Step 5 — Evaluate:
Step 6 — Check: returning x = -0.2798 to
reproduces the given quantities, and both sides carry the same units.
Why the other options are there
- -0.5596 — kept a factor of two that cancels in the correct rearrangement.
- -0.1399 — dropped that same factor in the other direction.
- -0.3078 — rounded an intermediate value before the final step.
Reference: FE Handbook — Quadratic Equation Roots
A student applies Newton's method for root extraction to a nonlinear equation. Given current estimate (xn) = 4.5000; function value f(xn) (fxn) = 14.9000; derivative value f'(xn) (fpxn) = 7.7000, determine the next estimate (xn1).
Given
Find
next estimate (xn1)
Start with the thinking
- The governing relation printed in this handbook section is Newton's method for root extraction.
- Everything except xn1 is given, so isolate xn1 symbolically first — never rearrange after the numbers are in.
- Tabulate each given with its unit and confirm the units are consistent with the relation before substituting.
- Newton's method for root extraction improves an estimate xn to xn+1 using the function and its derivative.
Figure 8 — schematic for Newton's method for root extraction — solve for next estimate (case 2) — Newton's Method for Root Extraction (8)
Step-by-step solution
Step 1 — State the governing relation:
Step 2 — Rearrange symbolically for xn1:
Step 3 — List the givens: current estimate (xn) = 4.5000, function value f(xn) (fxn) = 14.9000, derivative value f'(xn) (fpxn) = 7.7000.
Step 4 — Substitute the given values:
Step 5 — Evaluate:
Step 6 — Check: returning xn1 = 2.5649 to
reproduces the given quantities, and both sides carry the same units.
Why the other options are there
- 5.1299 — kept a factor of two that cancels in the correct rearrangement.
- 1.2825 — dropped that same factor in the other direction.
- 2.8214 — rounded an intermediate value before the final step.
Reference: FE Handbook — Newton's Method for Root Extraction
An engineer solves for the roots of a quadratic polynomial model. Given leading coefficient (a) = 1.9000; linear coefficient (b) = 7.8000; root (x) = -7.5500, determine the constant term (c).
Given
Find
constant term (c)
Start with the thinking
- The governing relation printed in this handbook section is Roots of a quadratic equation.
- Everything except c is given, so isolate c symbolically first — never rearrange after the numbers are in.
- Tabulate each given with its unit and confirm the units are consistent with the relation before substituting.
- Finding the roots of a quadratic equation ax^2+bx+c=0 uses the quadratic root formula.
Step-by-step solution
Step 1 — State the governing relation:
Step 2 — Rearrange symbolically for c:
Step 3 — List the givens: leading coefficient (a) = 1.9000, linear coefficient (b) = 7.8000, root (x) = -7.5500.
Step 4 — Substitute the given values:
Step 5 — Evaluate:
Step 6 — Check: returning c = -49.4147 to
reproduces the given quantities, and both sides carry the same units.
Why the other options are there
- -98.8295 — kept a factor of two that cancels in the correct rearrangement.
- -24.7074 — dropped that same factor in the other direction.
- -54.3562 — rounded an intermediate value before the final step.
Reference: FE Handbook — Quadratic Equation Roots
Newton's method converges toward the root of a polynomial after successive iterations. Given current estimate (xn) = 4.3000; derivative value f'(xn) (fpxn) = 6.6000; next estimate (xn1) = 4.1500, determine the function value f(xn) (fxn).
Given
Find
function value f(xn) (fxn)
Start with the thinking
- The governing relation printed in this handbook section is Newton's method for root extraction.
- Everything except fxn is given, so isolate fxn symbolically first — never rearrange after the numbers are in.
- Tabulate each given with its unit and confirm the units are consistent with the relation before substituting.
- Newton's method for root extraction improves an estimate xn to xn+1 using the function and its derivative.
Figure 10 — schematic for Newton's method for root extraction — solve for function value f(xn) (case 2) — Newton's Method for Root Extraction (10)
Step-by-step solution
Step 1 — State the governing relation:
Step 2 — Rearrange symbolically for fxn:
Step 3 — List the givens: current estimate (xn) = 4.3000, derivative value f'(xn) (fpxn) = 6.6000, next estimate (xn1) = 4.1500.
Step 4 — Substitute the given values:
Step 5 — Evaluate:
Step 6 — Check: returning fxn = 0.9900 to
reproduces the given quantities, and both sides carry the same units.
Why the other options are there
- 1.9800 — kept a factor of two that cancels in the correct rearrangement.
- 0.4950 — dropped that same factor in the other direction.
- 1.0890 — rounded an intermediate value before the final step.
Reference: FE Handbook — Newton's Method for Root Extraction