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Maximum Subarray Problem -- Classic Algorithms in Matlab

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Matlab2010
Matlab2010 on 13 Mar 2014
Trying to implement some forms of this classic algorithm
Not quite there; anyone fancy having a look at the O(n log n) and O(n) attempts -- working from the PDF above.
function MaxSubArrayProblem()
clc;
A = randn(100,1);
tic;
B1=MaxSubArray_BruteForce(A); %O(n^3)
t1=toc;
tic;
B2=MaxSubArray_reUseData(A); %O(n^2)
t2=toc;
tic;
B3=MaxSubArray_divideAndConquer(A); %O(n log n)
t3=toc;
tic;
B4=MaxSubArray_revisualizing(A); %O(n)
t4=toc;
isequaln(B1,B2,B3,B4)
bar([t1 t2 t3 t4]);
end
function B= MaxSubArray_BruteForce(A)
B= NaN(length(A),3);
VMAX = -inf;
for i = 1 : length(A)
for j = i: length(A)
V = sum(A(i:j));
if(V>VMAX)
VMAX = V;
from = i;
to = j;
end
end
disp(['Largest Sum: ' num2str(VMAX) ' from ' num2str(from) ' to ' num2str(to)]);
B(i,:) = [VMAX from to];
end
end
function B= MaxSubArray_reUseData(A)
B= NaN(length(A),3);
VMAX = -inf;
for i = 1 : length(A)
V = 0;
for j = i: length(A)
V = V + A(j);
if(V>VMAX)
VMAX = V;
from = i;
to = j;
end
end
disp(['Largest Sum: ' num2str(VMAX) ' from ' num2str(from) ' to ' num2str(to)]);
B(i,:) = [VMAX from to];
end
end
function B= MaxSubArray_divideAndConquer(A)
B= NaN(length(A),3);
for i = 1: length(A)
for j = 1: length(A)
myMax = MCS(A,i,j);
end
B(i,:) = [myMax i j];
end
end
function myMax = MCS(A,i,j)
if(i==j)
myMax = A(i:j);
else
myMax1 = MCS(A,i,floor(0.5*(i+j)));
myMax2 = MCS(A,floor(0.5*(i+j))+1,j);
myMax3 = MCS(A,i,j);
myMax = max([myMax1 myMax2 myMax3]);
end
end
function B= MaxSubArray_revisualizing(A)
B= NaN(length(A),3);
VMAX = -inf;
from = 1;
T = A(1);
V = A(1);
Tmin = min(0,T);
for j = 2: length(A)
T = T + A(j);
if((T-Tmin)>V)
V = T - Tmin;
%
VMAX = V;
to = j;
end
if(T<Tmin)
Tmin = T;
from = j;
end
disp(['Largest Sum: ' num2str(VMAX) ' from ' num2str(from) ' to ' num2str(to)]);
B(j,:) = [VMAX from to];
end
end

  1 Comment

Salaheddin Hosseinzadeh
Salaheddin Hosseinzadeh on 13 Mar 2014
Is there a problem with this code? If there is then let us know about it plz, I don't have the beloved MATLAB to run this code ATM!

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