An improved artificial bee colony algorithm for optimal land-use allocation
文献类型：期刊论文
| 作者 | Yang, Lina1; Sun, Xu1; Peng, Ling1; Shao, Jing1; Chi, Tianhe1 |
| 刊名 | INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
 |
| 出版日期 | 2015 |
| 卷号 | 29期号:8页码:8925-8949 |
| 关键词 | artificial bee colony (ABC) land-use allocation optimization |
| 通讯作者 | Peng, L (reprint author), Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing, Peoples R China. |
| 英文摘要 | Land-use allocation is of great importance for rapid urban planning and natural resource management. This article presents an improved artificial bee colony (ABC) algorithm to solve the spatial optimization problem. The new approach consists of a heuristic information-based pseudorandom initialization (HIPI) method for initial solutions and pseudorandom search strategy based on a long-chain (LC) mechanism for neighborhood searches; together, these methods substantially improve the search efficiency and quality when handling spatial data in large areas. We evaluated the approach via a series of land-use allocation experiments and compared it with particle swarm optimization (PSO) and genetic algorithm (GA) methods. The experimental results show that the new approach outperforms the current methods in both computing efficiency and optimization quality. |
| 研究领域[WOS] | Computer Science, Information Systems ; Geography ; Geography, Physical ; Information Science & Library Science |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000359789900009 |
| 源URL | [http://ir.ceode.ac.cn/handle/183411/38136]  |
| 专题 | 遥感与数字地球研究所_SCI/EI期刊论文_期刊论文 |
| 作者单位 | 1.[Yang, Lina 2.Sun, Xu 3.Peng, Ling 4.Shao, Jing 5.Chi, Tianhe] Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing, Peoples R China |
| 推荐引用方式 GB/T 7714 | Yang, Lina,Sun, Xu,Peng, Ling,et al. An improved artificial bee colony algorithm for optimal land-use allocation[J]. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE,2015,29(8):8925-8949. |
| APA | Yang, Lina,Sun, Xu,Peng, Ling,Shao, Jing,&Chi, Tianhe.(2015).An improved artificial bee colony algorithm for optimal land-use allocation.INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE,29(8),8925-8949. |
| MLA | Yang, Lina,et al."An improved artificial bee colony algorithm for optimal land-use allocation".INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE 29.8(2015):8925-8949. |
入库方式： OAI收割
来源：遥感与数字地球研究所
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