利用混合模拟退火法进行连续空间无线通信塔选址

Future Internet Pub Date : 2024-03-29 DOI:10.3390/fi16040117
Maolin Tang, Wei Li
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引用次数: 0

摘要

在现实世界的许多应用中都会出现无线通信塔安置问题。本文研究了一个新出现的无线通信塔安置问题,即连续空间无线通信塔安置问题。现有的无线通信塔安置问题是离散计算问题,而这种新的无线通信塔安置问题是连续空间计算问题。在本文中,我们提出了新的无线通信塔安置问题,并提出了一种混合模拟退火算法,该算法可以利用模拟退火的强大探索能力和局部优化程序的强大利用能力。我们还通过实验证明了这种混合技术的有效性,以及本文中混合模拟退火的良好性能和可扩展性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Continuous Space Wireless Communication Tower Placement by Hybrid Simulated Annealing
Wireless communication tower placement arises in many real-world applications. This paper investigates a new emerging wireless communication tower placement problem, namely, continuous space wireless communication tower placement. Unlike existing wireless communication tower placement problems, which are discrete computational problems, this new wireless communication tower placement problem is a continuous space computational problem. In this paper, we formulate the new wireless communication tower placement problem and propose a hybrid simulated annealing algorithm that can take advantage of the powerful exploration capacity of simulated annealing and the strong exploitation capacity of a local optimization procedure. We also demonstrate through experiments the effectiveness of this hybridization technique and the good performance and scalability of the hybrid simulated annulling in this paper.
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