Fibonacci Series | Programming and Data Structures - Computer Science Engineering (CSE) PDF Download

Introduction

The Fibonacci series is a sequence of numbers in which each number (after the first two) is the sum of the two preceding ones. The sequence usually starts with 0 and 1.
Fibonacci Series | Programming and Data Structures - Computer Science Engineering (CSE)

The formula to calculate the nth Fibonacci number is:
F(n) = F(n - 1) _ F(n - 2)
Where initial conditions are:
F(0) = 0
F(1) = 1

Here is how the series progresses:
0,1,1,2,3,5,8,13,21,34..

Generating the Fibonacci Series

The Fibonacci series can be generated using various methods, such as recursion, iteration, and dynamic programming.
Below are examples in Python for each method:

Python

Iterative approach:

def fibonacci_iterative(n):

    fib_sequence = [0, 1]

    while len(fib_sequence) <= n:

        fib_sequence.append(fib_sequence[-1] + fib_sequence[-2])

    return fib_sequence[:n+1]

n = 10

print(fibonacci_iterative(n))

Recursive Approach:

def fibonacci_recursive(n):

    if n <= 0:

        return 0

    elif n == 1:

        return 1

    else:

        return fibonacci_recursive(n-1) + fibonacci_recursive(n-2)

n = 10

fib_sequence = [fibonacci_recursive(i) for i in range(n)]

print(fib_sequence)

C++

Iterative Approach:

#include <iostream>

#include <vector>

std::vector<int> fibonacci_iterative(int n) {

    std::vector<int> fib_sequence = {0, 1};

    for (int i = 2; i <= n; ++i) {

        fib_sequence.push_back(fib_sequence[i-1] + fib_sequence[i-2]);

    }

    return fib_sequence;

}

int main() {

    int n = 10;

    std::vector<int> result = fibonacci_iterative(n);

    for (int num : result) {

        std::cout << num << " ";

    }

    return 0;

}

Recursive Approach:

#include <iostream>

int fibonacci_recursive(int n) {

    if (n <= 0) {

        return 0;

    } else if (n == 1) {

        return 1;

    } else {

        return fibonacci_recursive(n-1) + fibonacci_recursive(n-2);

    }

}

int main() {

    int n = 10;

    for (int i = 0; i < n; ++i) {

        std::cout << fibonacci_recursive(i) << " ";

    }

    return 0;

}

Applications of the Fibonacci Series

  • Computer Algorithms: Fibonacci sequences are used in algorithms for sorting and searching.
  • Mathematics: Fibonacci numbers have applications in number theory, combinatorics, and financial mathematics.
  • Nature: Fibonacci patterns appear in biological settings, such as the arrangement of leaves on a stem, the flowering of artichokes, and the arrangement of a pine cone's bracts.
  • Art and Architecture: The Fibonacci sequence is used to create visually appealing proportions in art and design.

The document Fibonacci Series | Programming and Data Structures - Computer Science Engineering (CSE) is a part of the Computer Science Engineering (CSE) Course Programming and Data Structures.
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FAQs on Fibonacci Series - Programming and Data Structures - Computer Science Engineering (CSE)

1. What is the Fibonacci series and how is it generated?
Ans. The Fibonacci series is a sequence of numbers where each number is the sum of the two preceding ones, starting from 0 and 1. It is generated by adding the previous two numbers to get the next number in the series.
2. How is the Fibonacci series used in Computer Science Engineering (CSE)?
Ans. The Fibonacci series is used in CSE for various applications such as algorithm design, data structures, dynamic programming, and cryptography. It is also used in analyzing the time complexity of algorithms.
3. What are some common applications of the Fibonacci series?
Ans. Some common applications of the Fibonacci series include modeling population growth, predicting stock market trends, analyzing financial markets, and designing algorithms for optimizing resource allocation.
4. How can the Fibonacci series be implemented in programming languages like Python or Java?
Ans. The Fibonacci series can be implemented in programming languages by using iterative loops, recursive functions, or dynamic programming techniques. Developers can choose the most suitable approach based on the specific requirements of their project.
5. What are some real-world examples where the Fibonacci series is used in practical applications?
Ans. The Fibonacci series is used in practical applications such as estimating project timelines, analyzing biological patterns, optimizing software performance, and designing efficient algorithms for solving complex problems in CSE.
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