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Tabu搜索法在森林采伐量优化问题中的应用
引用本文:陈伯望,惠刚盈,Klaus von Gadow.Tabu搜索法在森林采伐量优化问题中的应用[J].林业科学研究,2003,16(1):26-31.
作者姓名:陈伯望  惠刚盈  Klaus von Gadow
作者单位:1. 中国林业科学研究院林业研究所,北京,100091
2. 德国哥廷根大学森林资源经营研究所,德国,哥廷根,37075
基金项目:德意志学术交流中心(DAAD)资助
摘    要:介绍一种新颖高效的启迪式搜索方式--Tabu搜索法。以一个杉木人工林采伐量方案的优化为例。介绍了Tabu搜索法的基本原理和应用方法,并把Tabu搜索法与线性规划,模拟退火和遗传算法处理同一森林采伐量优化方案例子获得的结果进行了比较。结果表明,禁忌搜索法在解决一般森林采伐量优化问题时有快速高效的特点,尤其是在移动产生的相邻解数目有限且差异较大的情况下,可以很快获得模拟退火和遗传算法多次重复计算也较难达到的高目标方程值。禁忌周期对Tabu搜索法的影响比较小,寻找好的和移动方式和排序方式是影响Tabu搜索法效率的关键。

关 键 词:Tabu搜索法  线性规划  模拟退火  遗传算法  杉木林  优化方案  森林采伐量
文章编号:1001-1498(2003)01-0026-06
收稿时间:2001/11/1 0:00:00

Tabu Search and Its Application in Sustainable Forest Management
CHEN Bo-wang,HUI Gang-ying and Klaus von Gadow.Tabu Search and Its Application in Sustainable Forest Management[J].Forest Research,2003,16(1):26-31.
Authors:CHEN Bo-wang  HUI Gang-ying and Klaus von Gadow
Institution:Research Institute Forestry, CAF, Beijing100091, China;Research Institute Forestry, CAF, Beijing100091, China;Institute of Forest Resource Management, Georg August University, G?ttingen37075, Germany
Abstract:The principle and methods of a new and high efficient heuristic method, Tabu search (TS),is introduced in this paper with a optimization example of forest harvesting problem of Chinese fir. The results of Tabu search are compared with those of linear programming(LP), simulated annealing (SA) and genetic algorithm (GA). It is indicated that Tabu search is of high efficiency in resolving general forest harvesting problems, especially when the number of neighbourhood generated by move is limited and the variation among them is great. Its objective function values are higher than those of simulated annealing and genetic algorithm from multiple running. Tabu tenure has no significant influence on Tabu search efficiency while a good move method and sort method are essential to Tabu search.
Keywords:Tabu seach  linear programming  simulated annealing  genetic algorithm  Cunninghamia lanceolata  forest harvesting problem  
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