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基于模拟遗传退火算法的RCPSP问题研究 被引量:2
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作者 赵卫东 林双双 《软件导刊》 2018年第12期61-64,68,共5页
在资源有限项目调度问题中,针对可更新资源的单项目如何求得资源约束下的最短工期,提出了一种基于种群稳定度的遗传模拟退火算法。设计了一种满足任务前后约束的种群初始化方法,将种群进行交叉、变异产生新的种群后加入模拟退火算法,计... 在资源有限项目调度问题中,针对可更新资源的单项目如何求得资源约束下的最短工期,提出了一种基于种群稳定度的遗传模拟退火算法。设计了一种满足任务前后约束的种群初始化方法,将种群进行交叉、变异产生新的种群后加入模拟退火算法,计算是否以新的种群替换当前新种群。提出了种群稳定度概念。为避免一般遗传算法的进化早熟现象,当种群稳定度超过给定的稳定度时应用模拟退火算法,通过多次试验设定种群稳定度。通过标准测试问题库中的数值验证表明,该算法能扩大解空间得到更优解,使收敛加快。 展开更多
关键词 遗传算法 模拟退火 资源约束 种群稳定度
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Stability of Mbuna Species Populations in Lake Malawi
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作者 Lucious G. Kanyumba Wisdom J. Changadeya +2 位作者 Aggrey J.D. Ambali Leonard A. Kamwanja EmmanuelK.W. Kaunda 《Journal of Environmental Science and Engineering(B)》 2012年第4期543-555,共13页
The first comprehensive study of abundance, richness and distribution of Mbuna in Lake Malawi was carried out in the 1980s. The present study examined changes of species richness and abundance of Mbuna with time. Most... The first comprehensive study of abundance, richness and distribution of Mbuna in Lake Malawi was carried out in the 1980s. The present study examined changes of species richness and abundance of Mbuna with time. Most sites demarcated during the 1980s survey were explored in order to determine changes in abundance and composition of Mbuna over a period of more than 20 years Chi-square analysis revealed significant difference (p 〈 0.05) in abundance of Mbuna between 1983 and 2005 with the exception of Chinyankhwazi and Chinyamwezi where the difference was not significant (p 〉 0.05). Cluster analysis showed changes in species composition between 1983 and 2005 in various sites. Generally, there were more species lost in a given area than new species observed in 2005. Decline in Mbuna species richness might have been caused by siltation, harvesting of Mbuna for food and ornamental fish trade while new species were mostly introduced through translocation from one part of the lake to another. 展开更多
关键词 Mbuna species abundance species richness translocation.
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Resource enrichment combined with biomass removal maintains plant diversity and community stability in a long-term grazed grassland 被引量:3
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作者 Feng-Wei Xu Jian-Jun Li +7 位作者 Li-Ji Wu Xiao-Ming Lu Wen Xing Di-Ma Chen Biao Zhu Shao-Peng Wang Lin Jiang Yong-Fei Bai 《Journal of Plant Ecology》 SCIE CSCD 2020年第5期611-620,共10页
Aims Long-term heavy grazing reduces plant diversity and ecosystem function by intensifying nitrogen(N)and water limitation.In contrast,the absence of biomass removal can cause species loss by elevating light competit... Aims Long-term heavy grazing reduces plant diversity and ecosystem function by intensifying nitrogen(N)and water limitation.In contrast,the absence of biomass removal can cause species loss by elevating light competition and weakening community stability,which is exacerbated by N and water enrichment.Hence,how to maintain species diversity and community stability is still a huge challenge for sustainable management of worldwide grasslands.Methods We conducted a 4-year manipulated experiment in six long-term grazing blocks to explore combination of resource additions and biomass removal(increased water,N and light availability)on species richness and community stability in semiarid grasslands of Inner Mongolia,China.Important Findings In all blocks treated with the combination of resource additions and biomass removal,primary productivity increased and species richness and community stability were maintained over 4 years of experiment.At both species and plant functional group(PFG)levels,the aboveground biomass of treated plants remained temporally stable in treatments with the combination of N and/or water addition and biomass removal.The maintenance of species richness was primarily caused by the biomass removal,which could increase the amount of light exposure for grasses under resource enrichment.Both species asynchrony and stability of PFGs contributed to the high temporal stability observed in these communities.Our results indicate that management practices of combined resource enrichment with biomass removal,such as grazing or mowing,could not only enhance primary productivity but also maintain plant species diversity,species asynchrony and community stability.Furthermore,as overgrazing-induced degradation and resource enrichment-induced biodiversity loss continue to be major problems worldwide,our findings have important implications for adaptive management in semiarid grasslands and beyond. 展开更多
关键词 biomass removal resource addition species richness community stability plant functional groups(PFGs) species asynchrony
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