Improving the efficiency of DC global optimization methods by improving the DC representation of the objective function
نویسندگان
چکیده
There are infinitely many ways of representing a d.c. function as a difference of convex functions. In this paper we analyze how the computational efficiency of a d.c. optimization algorithm depends on the representation we choose for the objective function, and we address the problem of characterizing and obtaining a computationally optimal representation. We introduce some theoretical concepts which are necessary for this analysis and report some numerical experiments.
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عنوان ژورنال:
- J. Global Optimization
دوره 43 شماره
صفحات -
تاریخ انتشار 2009