Create Random Search

 This code finds the minimum of f(x) = x(1)^2 + x(2)^2 in which -5 < x(i) < 5
This function is a convex and the minimum is at (0,0)
The RSA is the simplest algorithm to solve optimization problem
It is not efficient and it sometimes cannot solve the problem

Author: Triaro

algorithms/Searching/random_search.m

@@ -0,0 +1,24 @@
+%% Random Search Algorithm (Pure Random Search Algorithm)
+
+% This code finds the minimum of f(x) = x(1)^2 + x(2)^2
+% in which -5 < x(i) < 5
+% This function is a convex and the minimum is at (0,0)
+% The RSA is the simplest algorithm to solve optimization problem
+% it is not efficient and it sometimes cannot solve the problem
+
+clc
+close all
+clear all
+dim=2;
+popsize=100;
+ftarget=0.01;
+numIter=100;
+ObjFun=@(x) sum(x.^2);
+for i=1:numIter
+    candidate=10*rand(dim,popsize)-5;
+    best,=min(feval(ObjFun,candidate));
+    if best <= ftarget
+        break;
+    end
+end
+disp(best);