Optimality condition and algorithm with deviation integral for global optimization

To study the integral global minimization, a general form of deviation integral is introduced and its properties are examined in this work. In terms of the deviation integral, optimality condition and algorithms are given. Algorithms are implemented by a properly designed Monte Carlo simulation. Numerical tests are given to show the effectiveness of the method.