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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Feng Liu Yonghua Zeng Yousuo Zou Juan Liu Huaibei Zhou |
| Copyright Year | 2005 |
| Description | Author affiliation: Sch. of Comput., Wuhan Univ., China (Feng Liu) |
| Abstract | Wireless network planning is an important problem to the communication companies. To solve this problem, many models were proposed, which overlooked different profits on the same acreage in different regions. Genetic algorithms (GAs) and similar algorithms were put forward by many papers based on those models. However, those models cannot reflect the companies' aims that make maximum profit with minimum cost. In this paper, we put forward a novel model with profit weight and penalty factor and design a new simulation experiment about the model. In order to gain the optimal solution quickly, a kind of novel algorithms - parallel island-based estimation of distribution algorithms (PEDA) - is proposed based on Larranage and Lozano (2001). Through simulation tests, we find that our algorithms outperform other stochastic heuristic search algorithms. |
| Starting Page | 1056 |
| Ending Page | 1059 |
| File Size | 401418 |
| Page Count | 4 |
| File Format | |
| ISBN | 078039335X |
| DOI | 10.1109/WCNM.2005.1544223 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2005-09-26 |
| Publisher Place | China |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Concurrent computing Costs Transmitters Wireless networks Computer networks Electronic mail Distributed computing Genetic algorithms Software engineering Testing |
| Content Type | Text |
| Resource Type | Article |
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