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C++ program to Replace Every Matrix Element with Maximum of GCD of Row or Column
In this method, we need to replace every element in the given matrix with the maximum Greatest Common Divisor (GCD) of that row and column.
Let us look at some input scenarios ?
Suppose we are given a 2D matrix of dimensions m*n is;
Input: [[3, 2, 1, 4] [7, 6, 2, 8] [14, 20, 25, 17]];
In the above matrix, row 1 gcd(3, 2, 1, 4) = 1 and Column 2 gcd(3, 7, 14) = 1. So element 2 (1st row and 2nd column) becomes the maximum (1, 1) = 1. So on for all elements and our output should become
Result: [ [1, 2, 1, 1] [1, 2, 1, 1] [1, 2, 1, 1] ]
Looking at another 2D matrix of dimensions m*n;
Input: [[3, 2, 5, 4] [6, 6, 15, 8] [12, 20, 25, 16]];
In the above matrix, row 1 gcd(3, 2, 5, 4) = 1 and Column 2 gcd(2, 6, 20) = 2. So element 2 (1st row and 2nd column) becomes the maximum (1, 2) = 2. Repeating the process for all elements, our output will be ?
Result: [ [3 2 5 4] [3 2 5 4] [3 2 5 4] ]
Algorithm
Two functions GCDArrayRow and GCDArrayColumn are declared to find the greatest common divisor of elements in rows and columns respectively.
Find the maximum greatest common divisor of ith row and jth column to replace with the matrix[i, j] element.
Repeating this process for every element in the matrix, the updated matrix is printed as the output result.
Example
Following is a C++ implementation to replace every matrix element with maximum of GCD of row or column ?
In this program, we can create two arrays called GCDArrayRow and GCDArrayColumn in which we can store the gcd of respective rows and columns. After storing the gcd of all rows and columns, we can iterate over the array and compute the maximum for each element one by one.
<div class="execute"></div><div class="code-mirror language-cpp" contenteditable="plaintext-only" spellcheck="false" style="outline: none; overflow-wrap: break-word; overflow-y: auto; white-space: pre-wrap;"><span class="token macro property"><span class="token directive-hash">#</span><span class="token directive keyword">include</span> <span class="token string"><iostream></span></span>
<span class="token macro property"><span class="token directive-hash">#</span><span class="token directive keyword">include</span> <span class="token string"><vector></span></span>
<span class="token macro property"><span class="token directive-hash">#</span><span class="token directive keyword">include</span> <span class="token string"><algorithm></span></span>
<span class="token keyword">using</span> <span class="token keyword">namespace</span> std<span class="token punctuation">;</span>
<span class="token keyword">void</span> <span class="token function">solve</span><span class="token punctuation">(</span>vector<span class="token operator"><</span>vector<span class="token operator"><</span><span class="token keyword">int</span><span class="token operator">>></span><span class="token operator">&</span> arr<span class="token punctuation">)</span> <span class="token punctuation">{</span>
vector<span class="token operator"><</span><span class="token keyword">int</span><span class="token operator">></span> <span class="token function">GCDArrayRow</span><span class="token punctuation">(</span>arr<span class="token punctuation">.</span><span class="token function">size</span><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token punctuation">,</span> <span class="token number">0</span><span class="token punctuation">)</span><span class="token punctuation">,</span> <span class="token function">GCDArrayColumn</span><span class="token punctuation">(</span>arr<span class="token punctuation">[</span><span class="token number">0</span><span class="token punctuation">]</span><span class="token punctuation">.</span><span class="token function">size</span><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token punctuation">,</span> <span class="token number">0</span><span class="token punctuation">)</span><span class="token punctuation">;</span>
<span class="token keyword">for</span><span class="token punctuation">(</span><span class="token keyword">int</span> i<span class="token operator">=</span><span class="token number">0</span><span class="token punctuation">;</span>i<span class="token operator"><</span>arr<span class="token punctuation">.</span><span class="token function">size</span><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token punctuation">;</span>i<span class="token operator">++</span><span class="token punctuation">)</span> <span class="token punctuation">{</span>
<span class="token keyword">for</span><span class="token punctuation">(</span><span class="token keyword">int</span> j<span class="token operator">=</span><span class="token number">0</span><span class="token punctuation">;</span>j<span class="token operator"><</span>arr<span class="token punctuation">[</span>i<span class="token punctuation">]</span><span class="token punctuation">.</span><span class="token function">size</span><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token punctuation">;</span>j<span class="token operator">++</span><span class="token punctuation">)</span> <span class="token punctuation">{</span>
GCDArrayRow<span class="token punctuation">[</span>i<span class="token punctuation">]</span> <span class="token operator">=</span> <span class="token function">__gcd</span><span class="token punctuation">(</span>GCDArrayRow<span class="token punctuation">[</span>i<span class="token punctuation">]</span><span class="token punctuation">,</span> arr<span class="token punctuation">[</span>i<span class="token punctuation">]</span><span class="token punctuation">[</span>j<span class="token punctuation">]</span><span class="token punctuation">)</span><span class="token punctuation">;</span>
GCDArrayColumn<span class="token punctuation">[</span>j<span class="token punctuation">]</span> <span class="token operator">=</span> <span class="token function">__gcd</span><span class="token punctuation">(</span>GCDArrayColumn<span class="token punctuation">[</span>j<span class="token punctuation">]</span><span class="token punctuation">,</span> arr<span class="token punctuation">[</span>i<span class="token punctuation">]</span><span class="token punctuation">[</span>j<span class="token punctuation">]</span><span class="token punctuation">)</span><span class="token punctuation">;</span>
<span class="token punctuation">}</span>
<span class="token punctuation">}</span>
<span class="token keyword">for</span><span class="token punctuation">(</span><span class="token keyword">int</span> i<span class="token operator">=</span><span class="token number">0</span><span class="token punctuation">;</span>i<span class="token operator"><</span>arr<span class="token punctuation">.</span><span class="token function">size</span><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token punctuation">;</span>i<span class="token operator">++</span><span class="token punctuation">)</span> <span class="token punctuation">{</span>
<span class="token keyword">for</span><span class="token punctuation">(</span><span class="token keyword">int</span> j<span class="token operator">=</span><span class="token number">0</span><span class="token punctuation">;</span>j<span class="token operator"><</span>arr<span class="token punctuation">[</span>i<span class="token punctuation">]</span><span class="token punctuation">.</span><span class="token function">size</span><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token punctuation">;</span>j<span class="token operator">++</span><span class="token punctuation">)</span> <span class="token punctuation">{</span>
arr<span class="token punctuation">[</span>i<span class="token punctuation">]</span><span class="token punctuation">[</span>j<span class="token punctuation">]</span> <span class="token operator">=</span> <span class="token function">max</span><span class="token punctuation">(</span>GCDArrayColumn<span class="token punctuation">[</span>j<span class="token punctuation">]</span><span class="token punctuation">,</span> GCDArrayRow<span class="token punctuation">[</span>i<span class="token punctuation">]</span><span class="token punctuation">)</span><span class="token punctuation">;</span>
<span class="token punctuation">}</span>
<span class="token punctuation">}</span>
<span class="token punctuation">}</span>
<span class="token keyword">void</span> <span class="token function">printArray</span><span class="token punctuation">(</span>vector<span class="token operator"><</span>vector<span class="token operator"><</span><span class="token keyword">int</span><span class="token operator">>></span><span class="token operator">&</span> arr<span class="token punctuation">)</span> <span class="token punctuation">{</span>
<span class="token keyword">for</span><span class="token punctuation">(</span><span class="token keyword">int</span> i<span class="token operator">=</span><span class="token number">0</span><span class="token punctuation">;</span>i<span class="token operator"><</span>arr<span class="token punctuation">.</span><span class="token function">size</span><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token punctuation">;</span>i<span class="token operator">++</span><span class="token punctuation">)</span> <span class="token punctuation">{</span>
<span class="token keyword">for</span><span class="token punctuation">(</span><span class="token keyword">int</span> j<span class="token operator">=</span><span class="token number">0</span><span class="token punctuation">;</span>j<span class="token operator"><</span>arr<span class="token punctuation">[</span>i<span class="token punctuation">]</span><span class="token punctuation">.</span><span class="token function">size</span><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token punctuation">;</span>j<span class="token operator">++</span><span class="token punctuation">)</span> <span class="token punctuation">{</span>
cout <span class="token operator"><<</span> arr<span class="token punctuation">[</span>i<span class="token punctuation">]</span><span class="token punctuation">[</span>j<span class="token punctuation">]</span> <span class="token operator"><<</span> <span class="token string">" "</span><span class="token punctuation">;</span>
<span class="token punctuation">}</span>
cout <span class="token operator"><<</span> <span class="token string">"\n"</span><span class="token punctuation">;</span>
<span class="token punctuation">}</span>
cout <span class="token operator"><<</span> <span class="token string">"\n"</span><span class="token punctuation">;</span>
<span class="token punctuation">}</span>
<span class="token keyword">int</span> <span class="token function">main</span><span class="token punctuation">(</span><span class="token punctuation">)</span> <span class="token punctuation">{</span>
vector<span class="token operator"><</span>vector<span class="token operator"><</span><span class="token keyword">int</span><span class="token operator">>></span> arr <span class="token operator">=</span> <span class="token punctuation">{</span>
<span class="token punctuation">{</span><span class="token number">2</span><span class="token punctuation">,</span> <span class="token number">6</span><span class="token punctuation">,</span> <span class="token number">4</span><span class="token punctuation">,</span> <span class="token number">8</span><span class="token punctuation">}</span><span class="token punctuation">,</span>
<span class="token punctuation">{</span><span class="token number">4</span><span class="token punctuation">,</span> <span class="token number">6</span><span class="token punctuation">,</span> <span class="token number">3</span><span class="token punctuation">,</span> <span class="token number">9</span><span class="token punctuation">}</span><span class="token punctuation">,</span>
<span class="token punctuation">{</span><span class="token number">7</span><span class="token punctuation">,</span> <span class="token number">21</span><span class="token punctuation">,</span> <span class="token number">28</span><span class="token punctuation">,</span> <span class="token number">7</span><span class="token punctuation">}</span>
<span class="token punctuation">}</span><span class="token punctuation">;</span>
<span class="token function">printArray</span><span class="token punctuation">(</span>arr<span class="token punctuation">)</span><span class="token punctuation">;</span>
<span class="token function">solve</span><span class="token punctuation">(</span>arr<span class="token punctuation">)</span><span class="token punctuation">;</span>
<span class="token function">printArray</span><span class="token punctuation">(</span>arr<span class="token punctuation">)</span><span class="token punctuation">;</span>
<span class="token keyword">return</span> <span class="token number">0</span><span class="token punctuation">;</span>
<span class="token punctuation">}</span>
</div><div class="output-wrapper"><div class="console-close"></div><div class="code-output"></div></div>
Output
2 6 4 8 4 6 3 9 7 21 28 7 2 3 2 2 1 3 1 1 7 7 7 7
Conclusion
So, we can observe that creating additional arrays of rows and columns does the job for us. We precompute the GCD of each row and column and then traverse finding maximum in both. The algorithm library calculates GCD in the built function in __gcd function in GCD. We can also write our GCD calculating function based on Euclid's Algorithm.
