Spatial Structure Optimization of Natural Forest Based on Bee Colony-particle Swarm Algorithm

Authors

Dongsheng Qing, 1. Central South University of Forestry and Technology, Changsha 41000, China;;2. Hunan Applied Technology University, Changde 415000, China;
Xiaofang Zhang, 1. Central South University of Forestry and Technology, Changsha 41000, China;;
Jianjun Li, 1. Central South University of Forestry and Technology, Changsha 41000, China;;
Guo Rui, 1. Central South University of Forestry and Technology, Changsha 41000, China;;
Qiaoling Deng, 2. Hunan Applied Technology University, Changde 415000, China;

Abstract

Abstract: The natural forest spatial structure contains the spatial location information of the forest, which affects the growth, competition and stability of the forest development. Its optimization is a multi-objective programming problem. A bee colony particle swarm optimization (ABC-PSO) hybrid algorithm is proposed, which improves the initial particle generation mechanism, the number of follow bees and the circulation mechanism. The algorithm is applied to the multi-objective optimization of the spatial structure of natural forest. An optimization model which takes account of the tree distribution grid, tree size segmentation and tree competition is established. The simulation results show that the bee colony-particle swarm optimization algorithm improves the forest health level and solves the multi-objective optimization of the forest spatial structure.

Recommended Citation

Qing, Dongsheng; Zhang, Xiaofang; Li, Jianjun; Rui, Guo; and Deng, Qiaoling (2020) "Spatial Structure Optimization of Natural Forest Based on Bee Colony-particle Swarm Algorithm," Journal of System Simulation: Vol. 32: Iss. 3, Article 4.
DOI: 10.16182/j.issn1004731x.joss.19-0320
Available at: https://dc-china-simulation.researchcommons.org/journal/vol32/iss3/4

First Page

371

Revised Date

2019-09-24

DOI Link

https://doi.org/10.16182/j.issn1004731x.joss.19-0320

Last Page

381

CLC

TP391.9

Recommended Citation

Qing Dongsheng, Zhang Xiaofang, Li Jianjun, Guo Rui, Deng Qiaoling. Spatial Structure Optimization of Natural Forest Based on Bee Colony-particle Swarm Algorithm[J]. Journal of System Simulation, 2020, 32(3): 371-381.

Corresponding Author

Jianjun Li,

DOI

10.16182/j.issn1004731x.joss.19-0320