Polynomial Representation Using Arrays

📘 What is a Polynomial?

A polynomial is a mathematical expression consisting of variables (usually x) raised to non-negative integer powers and multiplied by coefficients.

General form:

P(x)=anxn+an1xn1++a1x+a0P(x) = a_nx^n + a_{n-1}x^{n-1} + \dots + a_1x + a_0

Example:

P(x)=4x3+3x2+2x+1P(x) = 4x^3 + 3x^2 + 2x + 1

Each term has:

  • A coefficient (like 4, 3, 2, 1)

  • An exponent (like 3, 2, 1, 0)


📚 Why Represent Polynomials Using Arrays?

  • Arrays allow indexed access to coefficients.

  • Efficient for performing operations like addition, multiplication, or evaluation.

  • Easy to handle dense polynomials (with all powers) and sparse polynomials (missing some powers).


📐 Types of Array Representations

✅ 1. 1D Array of Coefficients

Assumes all powers are present from n down to 0.

Example:
For P(x)=4x3+3x2+2x+1P(x) = 4x^3 + 3x^2 + 2x + 1


int poly[] = {4, 3, 2, 1}; // poly[0] → x^3, poly[1] → x^2 ...
OR
int poly[] = {1, 2, 3, 4}; // poly[0] → x^0, poly[1] → x^1 ...

✅ 2. 2D Array with Coefficient-Exponent Pairs

Useful for sparse polynomials.

Example:
For P(x)=5x7+2x4+3P(x) = 5x^7 + 2x^4 + 3


int poly[][2] = { {5, 7}, {2, 4}, {3, 0} };

Each row: { coefficient,exponent}

Simple C Program – Polynomial Representation (1D Array)


#include <stdio.h> int main() { int degree, i; printf("Enter the degree of the polynomial: "); scanf("%d", &degree); int poly[degree + 1]; printf("Enter the coefficients from highest degree to constant term:\n"); for (i = 0; i <= degree; i++) { printf("Coefficient of x^%d: ", degree - i); scanf("%d", &poly[i]); } printf("\nThe polynomial is: "); for (i = 0; i <= degree; i++) { printf("%dx^%d", poly[i], degree - i); if (i != degree) printf(" + "); } return 0; }

✅ 3. Array of Structures

Improves readability and is useful for operations.


consider the polynomial


Its represented like this


You can use a C structure to store the polynomials

Structure Definition (Example in C)
struct Term {
int coeff; // Coefficient of the term 
int expo; // Exponent of the term };

And then you can declare:

struct Term poly1[10], poly2[10], polyResult[20];

to represent polynomials.

Advantages of Polynomial Representation Using Arrays

  1. Simple and Easy to Implement

    • Arrays are a basic data structure, making the representation easy for beginners to understand and code.

  2. Fast Access to Terms

    • Direct indexing allows constant-time access to any coefficient if the exponent is known.

  3. Efficient for Dense Polynomials

    • Works well when most or all degrees from highest to lowest are present (e.g., no missing powers).


Disadvantages of Polynomial Representation Using Arrays

  1. Wastes Memory for Sparse Polynomials

    • If many coefficients are zero, array space is still allocated, leading to memory inefficiency.

  2. Fixed Size

    • The array size must be predetermined based on the highest degree, which limits flexibility.

  3. Difficult to Insert/Delete Terms

    • Modifying the polynomial (e.g., inserting a new term) may require shifting elements, which is time-consuming.


Comments

Popular posts from this blog

Data Structures and Algorithms PCCST303 KTU 2024 Scheme- Dr Binu V P

Performance Analysis - Time and Space Complexity

Data Structures and Data Abstraction