wepik-efficiency-and-accuracy-unveiling-the-bisection-method-for-calculating-real-roots-20240131050716lp148450.pptx

missionsk81 9 views 13 slides May 29, 2024
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Kalyani Government Engineering College Kalyani, Nadia, West Bengal, 741235 Presented By Submitted To Dr. Manisha Barman Date : 02/02/2024 Name : MISSION SK Roll No : 10200221075 Reg No : 211020100210036 of 2021-2022 Department : Information Technology Current Year : 3rd Current Semester : 6 th

BISECTION METHOD FOR CALCULATING REAL ROOTS

INTRODUCTION The Bisection Method is a powerful numerical technique for finding the real roots of a continuous function. This method is known for its efficiency and accuracy in approximating roots. Through iterative calculations, the bisection method provides reliable solutions for various mathematical problems.

The Bisection Method involves iteratively narrowing down the interval containing the root by evaluating the function at its midpoint. By comparing the signs of the function at the endpoints and the midpoint, the interval is halved until the desired accuracy is achieved. ALGORITHM OVERVIEW

CONVERGENCE ANALYSIS The convergence of the Bisection Method is guaranteed due to the halving of the interval in each iteration. This ensures that the method will eventually converge to the real root within the specified tolerance . The method's convergence rate is linear, leading to steady progress towards the solution.

The Bisection Method offers several advantages, including its simplicity and robustness. It is particularly effective for functions with multiple roots and is not sensitive to the choice of initial interval. Additionally, the method guarantees the existence of a real root within the specified interval. Advantages of Bisection Method

APPLICATION IN ENGINEERING The Bisection Method finds extensive application in engineering disciplines, such as civil engineering and mechanical engineering , for solving complex equations and optimizing designs. Its ability to accurately determine real roots makes it invaluable in the analysis and design of various engineering systems.

CHALLENGES AND LIMITATIONS Despite its strengths, the Bisection Method has limitations, including its relatively slow convergence compared to other methods such as the Newton- Raphson method. Additionally, for functions with oscillatory behavior , the method may require a large number of iterations to converge.

OPTIMIZING PERFORMANCE Various strategies can be employed to enhance the performance of the Bisection Method, such as carefully selecting the initial interval to minimize the number of iterations required for convergence. Additionally, leveraging parallel computing techniques can accelerate the convergence process for large-scale computations.

REAL- WORLD EXAMPLES Real- world examples of the Bisection Method's application include calculating the stress distribution in structural components, determining the optimal parameters for engineering designs, and analyzing thermal conductivity in materials. These examples highlight the method's versatility in addressing diverse engineering challenges.

Continued research and development in numerical methods are expected to lead to advancements in the Bisection Method, focusing on improving its computational efficiency and extending its applicability to more complex mathematical functions. These developments will further enhance its role in engineering and scientific computations. Future Developments

The Bisection Method stands as a fundamental tool for efficiently and accurately calculating real roots. Its robustness, simplicity, and guaranteed convergence make it indispensable in engineering and scientific computations. As numerical methods continue to evolve, the bisection method remains a cornerstone of root- finding techniques. CONCLUSION

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