In this paper, we propose a method for solving optimal system design problem. THis approach enables the optimal system design by applying extended De Novo programming. Further, the genetic algorithm considering GUB structure is introduced. In this genetic algorithm, we propose the new chromosome representation which represents the GUB (generalized upper bounding) structure simply and effectively at a time. Also, by introducing the heuristic algorithm that makes use of the peculiarity of GUB structure, the proposed approach is efficient than the previous method in finding solution.
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