How to resolve the algorithm Pascal matrix generation step by step in the C++ programming language
How to resolve the algorithm Pascal matrix generation step by step in the C++ programming language
Table of Contents
Problem Statement
A pascal matrix is a two-dimensional square matrix holding numbers from Pascal's triangle, also known as binomial coefficients and which can be shown as nCr. Shown below are truncated 5-by-5 matrices M[i, j] for i,j in range 0..4. A Pascal upper-triangular matrix that is populated with jCi: A Pascal lower-triangular matrix that is populated with iCj (the transpose of the upper-triangular matrix): A Pascal symmetric matrix that is populated with i+jCi:
Write functions capable of generating each of the three forms of n-by-n matrices. Use those functions to display upper, lower, and symmetric Pascal 5-by-5 matrices on this page. The output should distinguish between different matrices and the rows of each matrix (no showing a list of 25 numbers assuming the reader should split it into rows).
The Cholesky decomposition of a Pascal symmetric matrix is the Pascal lower-triangle matrix of the same size.
Let's start with the solution:
Step by Step solution about How to resolve the algorithm Pascal matrix generation step by step in the C++ programming language
The provided C++ code demonstrates how to generate three variations of Pascal's triangle: upper, lower, and symmetric. Pascal's triangle is a mathematical construct that forms a triangular array of binomial coefficients.
Here's an explanation of the code:
-
Data Structure: The code uses a 2D vector (
vv
) to represent the Pascal's triangle matrix. -
pascal_upper: This function generates the upper part of Pascal's triangle. It iterates through each row and column to calculate each element's value.
- If
i > j
, the value is set to 0 (elements above the main diagonal). - If
i == j
ori == 0
, the value is set to 1 (elements on the main diagonal and the first row). - Otherwise, the value is calculated as the sum of the element to the top-left and the element to the left in the previous row.
- If
-
pascal_lower: This function generates the lower part of Pascal's triangle. It follows the same principles as
pascal_upper
, but it excludes elements below the main diagonal (i < j
). -
pascal_symmetric: This function generates the symmetric version of Pascal's triangle, which is a complete triangle.
- If
i == 0
orj == 0
, the value is set to 1 (elements on the main diagonal and the first row). - Otherwise, the value is calculated as the sum of the element to the left and the element above it in the current row.
- If
-
print_matrix: This function prints the 2D vector representing the Pascal's triangle matrix.
-
main:
- It calls
pascal_upper
,pascal_lower
, andpascal_symmetric
to generate the three variations of Pascal's triangle with 5 rows each. - It then prints each triangle to the console using the
print_matrix
function.
- It calls
When executed, this code outputs the upper, lower, and symmetric variations of Pascal's triangle with 5 rows each.
Source code in the cpp programming language
#include <iostream>
#include <vector>
typedef std::vector<std::vector<int>> vv;
vv pascal_upper(int n) {
vv matrix(n);
for (int i = 0; i < n; ++i) {
for (int j = 0; j < n; ++j) {
if (i > j) matrix[i].push_back(0);
else if (i == j || i == 0) matrix[i].push_back(1);
else matrix[i].push_back(matrix[i - 1][j - 1] + matrix[i][j - 1]);
}
}
return matrix;
}
vv pascal_lower(int n) {
vv matrix(n);
for (int i = 0; i < n; ++i) {
for (int j = 0; j < n; ++j) {
if (i < j) matrix[i].push_back(0);
else if (i == j || j == 0) matrix[i].push_back(1);
else matrix[i].push_back(matrix[i - 1][j - 1] + matrix[i - 1][j]);
}
}
return matrix;
}
vv pascal_symmetric(int n) {
vv matrix(n);
for (int i = 0; i < n; ++i) {
for (int j = 0; j < n; ++j) {
if (i == 0 || j == 0) matrix[i].push_back(1);
else matrix[i].push_back(matrix[i][j - 1] + matrix[i - 1][j]);
}
}
return matrix;
}
void print_matrix(vv matrix) {
for (std::vector<int> v: matrix) {
for (int i: v) {
std::cout << " " << i;
}
std::cout << std::endl;
}
}
int main() {
std::cout << "PASCAL UPPER MATRIX" << std::endl;
print_matrix(pascal_upper(5));
std::cout << "PASCAL LOWER MATRIX" << std::endl;
print_matrix(pascal_lower(5));
std::cout << "PASCAL SYMMETRIC MATRIX" << std::endl;
print_matrix(pascal_symmetric(5));
}
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