Packing Densities and Simulated Tempering for Hard Core Gibbs Point Processes
Packing Densities and Simulated Tempering for Hard Core Gibbs Point Processes
复制标题
硬核吉布斯点工艺的堆积密度和模拟回火
DOI：
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发表时间：
2001
期刊：
影响因子：
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通讯作者：
G. Döge
中科院分区：
文献类型：
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作者：
Shigeru Mase;J. Møller;D. Stoyan;R. Waagepetersen;G. Döge
研究了硬核Gibbs点过程强度的单调性和收敛性，并与最近堆积密度进行了比较。对于这样的过程模拟回火被证明是一个有效的替代常用的马尔可夫链蒙特卡罗算法。基于模拟回火算法获得的样本，研究了纯硬核工艺的各种空间特性。
Monotonicity and convergence properties of the intensity of hard core Gibbs point processes are investigated and compared to the closest packing density. For such processes simulated tempering is shown to be an efficient alternative to commonly used Markov chain Monte Carlo algorithms. Various spatial characteristics of the pure hard core process are studied based on samples obtained with the simulated tempering algorithm.