Question: Please show your steps and reasoning on how you get to your answers: Prove the following loop invariants about the CountingSort algorithm, below Note that

Please show your steps and reasoning on how you get to your answers:

Please show your steps and reasoning on how you get to your

Prove the following loop invariants about the CountingSort algorithm, below Note that you do not need to prove that this algorithm is correct. Input: data: array of n integers that are between 1 and r Input: n: size of data Input: r: range of data Output: permutation of data such that data[1] data[2] . . . data[n] 1 Algorithm: CountingSort 2 count - Array(r) 3 Initialize count to 0 4 for i -1 to n do 5count[data[i|] - count[data[i] +1 6 end for j 2 to r do count]countcountlj - 1] 9 end 10 output - Array(n 11 for i - 1 to n do 12output[count[data[i|] - data[i] 13count[data[icount[datafi] -1 14 end 15 return output 1. Prove that countlj] equals the number of times j appears in data[1..i], for every j from 1 up to r, after each iteration of the for loop in lines 4-6 2. Prove that count jequals the number of values in data that are less than or equal to j after every iteration of the for loop in lines 7-9 Hint: first, prove that count|j] is the number of times j appears in data after the loop in lines 4-6

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