From 850af24aa2c2ae32df177cc8f503942f8412fc2c Mon Sep 17 00:00:00 2001 From: Matthew Ellison Date: Thu, 3 Feb 2022 22:01:37 +0000 Subject: [PATCH] Added function to calculate determinants --- .../com/mattrixwv/matrix/IntegerMatrix.java | 148 ++++++++++++++++++ 1 file changed, 148 insertions(+) diff --git a/src/main/java/com/mattrixwv/matrix/IntegerMatrix.java b/src/main/java/com/mattrixwv/matrix/IntegerMatrix.java index a9cde9a..4ab474f 100644 --- a/src/main/java/com/mattrixwv/matrix/IntegerMatrix.java +++ b/src/main/java/com/mattrixwv/matrix/IntegerMatrix.java @@ -58,6 +58,57 @@ public class IntegerMatrix{ //Return the new grid return newGrid; } + private boolean isSquare(){ + if(getNumRows() == 0){ + return false; + } + else{ + return getNumRows() == getNumCols(); + } + } + //Returns a matrix with the supplied row and column removed + private IntegerMatrix laplaceExpansionHelper(int row, int col){ + //Make sure the matrix is square + if(!isSquare()){ + throw new InvalidGeometryException("A matrix must be square for you to perform Laplace Expansion"); + } + //Make sure the matrix is large enough to have this operation performed + if((getNumRows() <= 1) || (getNumCols() <= 1)){ + throw new InvalidGeometryException("A matrix must be at least 2x2 for you to perform Laplace Expansion: " + getNumRows() + "x" + getNumCols()); + } + //Make sure the row is valid + if((row < 0) || (row >= getNumRows())){ + throw new InvalidCoordinatesException("An invalid row number was supplied: " + row + ". The matrix contains " + getNumRows() + " rows"); + } + //Make sure the col is valid + if((col < 0) || (col >= getNumCols())){ + throw new InvalidCoordinatesException("An invalid column number was supplied: " + col + ". The matrix contains " + getNumCols() + " columns"); + } + + + //Create a new matrix that is one row and column smaller than the existing row + int[][] newGrid = new int[getNumRows() - 1][getNumCols() - 1]; + //Traverse the matrix and set the values in the new matrix, skipping elements in the given row and col + for(int workingRow = 0, newRow = 0;workingRow < getNumRows();++workingRow){ + //Skip the row we are expanding + if(workingRow == row){ + continue; + } + for(int workingCol = 0, newCol = 0;workingCol < getNumCols();++workingCol){ + //Skip the column we are expanding + if(workingCol == col){ + continue; + } + newGrid[newRow][newCol] = grid[workingRow][workingCol]; + ++newCol; + } + ++newRow; + } + + + //Return the new matrix + return new IntegerMatrix(newGrid); + } //Constructors public IntegerMatrix(){ @@ -492,6 +543,103 @@ public class IntegerMatrix{ //Return the new matrix return new IntegerMatrix(newGrid); } + public int det(){ + return determinant(); + } + public int determinant(){ + //Make sure the matrix is square + if(!isSquare()){ + throw new InvalidGeometryException("A matrix must be square for it to have a determinant"); + } + //?Don't have to worry about a matrix existing. isSquare takes care of 0x0 matrix + + //Determine the formula do use for the determinant + int det = 0; + switch(getNumRows()){ + //If the matrix is 1x1 return the number + case 1 : det = grid[0][0]; break; + //If the matrix is 2x2 use the formula + case 2 : { + det = (grid[0][0] * grid[1][1]) - (grid[0][1] * grid[1][0]); + } + break; + //If the matrix is 3x3 use the formula + case 3 : { + det = (grid[0][0] * grid[1][1] * grid[2][2]) + (grid[0][1] * grid[1][2] * grid[2][0]) + (grid[0][2] * grid[1][0] * grid[2][1]) - + (grid[2][0] * grid[1][1] * grid[0][2]) - (grid[2][1] * grid[1][2] * grid[0][0]) - (grid[2][2] * grid[1][0] * grid[0][1]); + } + break; + //If the matrix is larger break it down and try again + default : { + //Find the row/column with the largest number of 0's + int zerosLocation = 0; + int maxNumZeros = 0; + boolean zerosRow = true; + //Check the rows + for(int row = 0;row < getNumRows();++row){ + int numZeros = 0; + for(int col = 0;col < getNumCols();++col){ + if(grid[row][col] == 0){ + ++numZeros; + } + } + if(numZeros > maxNumZeros){ + maxNumZeros = numZeros; + zerosLocation = row; + zerosRow = true; + } + } + //Check the columns + for(int col = 0;col < getNumCols();++col){ + int numZeros = 0; + for(int row = 0;row < getNumRows();++row){ + if(grid[row][col] == 0){ + ++numZeros; + } + } + if(numZeros > maxNumZeros){ + maxNumZeros = numZeros; + zerosLocation = col; + zerosRow = false; + } + } + + //If the largest number of zeros were found in a row + if(zerosRow){ + //Set a variable to make sure the appropriate + or - is applied to the scalar + int multiplier = 1; + if((zerosLocation % 2) == 1){ + multiplier = -1; + } + //Go through every column in the optimal row using the formula + for(int col = 0;col < getNumCols();++col){ + if(grid[zerosLocation][col] != 0){ + det += (multiplier * grid[zerosLocation][col] * laplaceExpansionHelper(zerosLocation, col).determinant()); + } + multiplier = -multiplier; + } + } + //If the largest number of zeros were found in a column + else{ + //Set a variable to make sure the appropriate + or - is applied to the scalar + int multiplier = 1; + if((zerosLocation % 2) == 1){ + multiplier = -1; + } + //Go through every row in the coptimal column using the formula + for(int row = 0;row < getNumRows();++row){ + if(grid[row][zerosLocation] != 0){ + det += (multiplier * grid[row][zerosLocation] * laplaceExpansionHelper(row, zerosLocation).determinant()); + } + multiplier = -multiplier; + } + } + } + } + + //Return the determinant + return det; + } //Object funtions @Override