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Matrix.cpp
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140 lines (107 loc) · 2.96 KB
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#include <iostream>
#include <cstdlib>
#include <vector>
#include <cassert>
#include <algorithm>
#include <memory>
#include "Matrix.h"
Matrix::Matrix(int r, int c) {
assert(r >= 0 && c >= 0);
data.resize(r);
for (int i = 0; i < r; i++) {
data[i].resize(c);
}
}
Matrix::Matrix(std::vector<std::vector<double>>& matrix) {
assert(!matrix.empty() && !matrix[0].empty());
for (int i = 0; i < matrix.size() - 1; i++) {
assert(matrix[i].size() == matrix[i].size());
}
data.resize(matrix.size());
for (int i = 0; i < matrix.size(); i++) {
data[i].resize(matrix[i].size());
for (int j = 0; j < matrix[i].size(); j++) {
data[i][j] = matrix[i][j];
}
}
}
Matrix& Matrix::populateRandom() {
for (int i = 0; i < rows(); i++) {
for (int j = 0; j < cols(); j++) {
data[i][j] = rand() % 10;
}
}
return *this;
}
Matrix operator + (const Matrix &a, const Matrix &b){
assert(a.cols() == b.cols() && a.rows() == b.rows());
std::shared_ptr<Matrix> c(new Matrix(a.rows(),a.cols()));
for (int i = 0; i < a.rows(); i++) {
for (int j=0;j<a.cols();j++) {
(*c)(i, j) = a(i, j) + b(i, j);
}
}
return *c;
}
Matrix operator - (const Matrix &a, const Matrix &b){
assert(a.cols() == b.cols() && a.rows() == b.rows());
std::shared_ptr<Matrix> c(new Matrix(a.rows(), a.cols()));
for (int i = 0; i < a.rows(); i++) {
for (int j = 0; j < a.cols(); j++) {
(*c)(i, j) = a(i, j) - b(i, j);
}
}
return *c;
}
Matrix operator * (const Matrix &a, const Matrix &b){
assert(a.cols() == b.rows());
std::shared_ptr<Matrix> c(new Matrix(a.rows(), a.cols()));
for (int i = 0; i < a.rows(); i++) {
for (int j = 0; j < a.rows(); j++) {
for (int k = 0; k < a.rows(); k++) {
(*c)(i, j) = a(i, k) * b(k, j);
}
}
}
return *c;
}
Matrix operator * (const double s, const Matrix &a) {
std::shared_ptr<Matrix> b(new Matrix(a.rows(), a.cols()));
for (int i = 0; i < a.rows(); i++) {
for (int j = 0; j < a.cols(); j++) {
(*b)(i, j) = s * a(i, j);
}
}
return *b;
}
Matrix operator * (const Matrix &a, const double s) {
return s * a;
}
double& Matrix::operator () (int i, int j) const {
return data[i][j];
}
std::ostream& operator << (std::ostream& s, const Matrix &m) {
for (int i = 0; i < m.rows(); i++) {
for (int j = 0; j < m.cols(); j++) {
s << " " << m(i, j) << " ";
}
s << std::endl;
}
return s;
}
Matrix& Matrix::transpose() {
for (int i = 0; i < rows(); i++) {
for (int j = 0; j < cols(); j++) {
(*this)(j, i) = data[i][j];
}
}
return *this;
}
double Matrix::trace() {
assert(rows() == cols());
double sum = 0;
for (int i = 0; i < rows(); i++) {
sum += (*this)(i, i);
}
return sum;
}