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-rw-r--r--example/Makefile8
-rw-r--r--example/test_optimizer.cpp73
2 files changed, 81 insertions, 0 deletions
diff --git a/example/Makefile b/example/Makefile
new file mode 100644
index 0000000..24fc4f0
--- /dev/null
+++ b/example/Makefile
@@ -0,0 +1,8 @@
+target=test_optimizer
+
+
+test_optimizer:test_optimizer.cpp
+ g++ -o $@ $< -I ../ -O2
+
+clean:
+ rm -f $(target)
diff --git a/example/test_optimizer.cpp b/example/test_optimizer.cpp
new file mode 100644
index 0000000..99b9ec2
--- /dev/null
+++ b/example/test_optimizer.cpp
@@ -0,0 +1,73 @@
+#include <core/optimizer.hpp>
+#include <methods/powell/powell_method.hpp>
+#include <methods/aga/aga.hpp>
+#include <vector>
+#include <iostream>
+
+
+//declear a class derived from func_obj
+class foo
+ :public opt_utilities::func_obj<double,std::vector<double> >
+// ^^^^^^^^double is the return type
+// vector is the parameter type
+{
+ double do_eval(const std::vector<double>& p)
+ {
+ double result=0;
+ for(int i=0;i<p.size();++i)
+ {
+ result+=p[i]*p[i];
+ }
+ return result;
+ }
+
+ foo* do_clone()const
+ {
+ return new foo(*this);//default implement of the do_clone
+ }
+};
+
+
+int main()
+{
+ //define an optimizer object
+ opt_utilities::optimizer<double,std::vector<double> > op;
+ //set the optimization method
+ op.set_opt_method(opt_utilities::powell_method<double,std::vector<double> >());
+ //attach the object function
+ op.set_func_obj(foo());
+
+ //define the starting point
+ std::vector<double> p(3);
+ p[0]=p[1]=p[2]=10;
+
+ //set the starting point
+ op.set_start_point(p);
+ std::cout<<"starting optimization from:"<<
+ p[0]<<" "<<p[1]<<" "<<p[2]<<std::endl;
+
+ //set the precision
+ op.set_precision(1E-6);
+ //perform the optimization
+ p=op.optimize();
+
+ //output the result
+ std::cout<<"optimization result:"<<
+ p[0]<<" "<<p[1]<<" "<<p[2]<<std::endl;
+
+ //Let's change another method
+ op.set_opt_method(opt_utilities::aga_method<double,std::vector<double> >());
+ //define the lower and upper limit
+ p[0]=p[1]=p[2]=-10;
+ op.set_lower_limit(p);
+ p[0]=p[1]=p[2]=10;
+ op.set_upper_limit(p);
+ //set the start point
+ op.set_start_point(p);
+ //set precision
+ op.set_precision(1E-10);
+ //start optimize
+ p=op.optimize();
+ std::cout<<"optimization result:"<<
+ p[0]<<" "<<p[1]<<" "<<p[2]<<std::endl;
+}