give answer in 2 step with explanation at the end of each step and final answer at the end: (c) (3 points) Write a computer program to implement the bisection method using initial interval [-1,1]. Use IkIk-1
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give answer in 2 step with explanation at the end of each step and final answer at the end: (c) (3 points) Write a computer program to implement the bisection method using initial interval [-1,1]. Use IkIk-1
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Asked by: Pagal
Created at: 2025-09-08 05:08:40
Asked by: Pagal
Created at: 2025-09-08 05:08:40
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Let's answer (c) and (d) step by step as requested:
---
### **Step 1: (c) Write a computer program for the bisection method**
Here's a **Python code** to implement the bisection method for
\( f(x) = \frac{\cos(x)}{3} - x - \frac{1}{2} \) on the interval \([-1, 1]\),
with stopping criterion \( |x_k - x_{k-1}| < 10^{-7} \).
```python
import math
def f(x):
return math.cos(x)/3 - x - 0.5
a = -1
b = 1
xk_old = a
k = 0
print(f"{'k':<5}{'x_k':<20}")
while True:
xk = (a + b) / 2
print(f"{k:<5}{xk:<20.8f}")
if k > 0 and abs(xk - xk_old) < 1e-7:
break
if f(a) * f(xk) < 0:
b = xk
else:
a = xk
xk_old = xk
k += 1
```
**Explanation:**
- At each iteration, the midpoint \( x_k \) is computed and printed.
- The interval is updated based on the sign of \( f(x) \).
- The loop stops when \( |x_k - x_{k-1}| < 10^{-7} \).
- Each printed \( x_k \) has at least 8 decimal digits.
---
### **Step 2: (d) Error Estimation and Iteration Count**
The theoretical error bound for the bisection method after \( k \) iterations is:
\[
|x_k - x^*| \leq \frac{b_0 - a_0}{2^k}
\]
To achieve \( |x_k - x^*| < 10^{-7} \) with \( b_0-a_0 = 2 \):
\[
\frac{2}{2^k} < 10^{-7}
\implies 2^k > 2 \times 10^7
\implies k > \log_2(2 \times 10^7)
\]
Calculate:
\[
\log_2(2 \times 10^7) = \log_2(2) + \log_2(10^7) = 1 + 7 \log_2(10) \approx 1 + 7 \times 3.32193 = 1 + 23.2535 = 24.2535
\]
So, **at least 25 iterations** are needed.
**Explanation:**
- The formula gives the minimum number of iterations to guarantee the error is less than \( 10^{-7} \).
- The number of iterations observed in the program in (c) should match or exceed this estimate.
---
### **Final Answers**
**(c) The Python code above implements the bisection method and prints each iteration number and midpoint \( x_k \) with 8 decimal digits.**
**(d) At least 25 iterations are needed for the error to be less than \( 10^{-7} \). This matches the result you will observe in the output of the program in (c), confirming the consistency between the estimation and the numerical implementation.**
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