混合整数符号分数程序问题的全局优化

Jaleh Shirin Nejad, M. Saraj, Sara Shokrolahi Yancheshmeh, Fatemeh Kiany Harchegani
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摘要

本文的主要问题是研究如何解决混合整数分数符号几何程序问题(MIFSGP)。要实现这一想法,首先必须通过简单的转换技术将分数符号编程问题转换为非分数问题。然后,使用一种新的带整数断点的修正片断线性近似凸松弛作为预求解方法,以达到整数全局最优解。本文通过几个数值示例说明了所提方法的优势
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Global optimization of mixed integer signomial fractional programing problems
The main issue in the present article is to investigate how to solve a mixed integer fractional signomial geometric programing problem (MIFSGP). In the first step to achieving this idea, we must convert a fractional signomial programing problem into a non-fractional problem via a simple conversion technique. Then, a convex relaxation with a new modified piecewise linear approximation with integer break points as a pre-solve method is used to reach an integer global optimum solution. A few numerical examples are included to illustrate the advantages of the proposed method
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