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基于電荷排斥模擬法的均勻采樣布局
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國(guó)家自然科學(xué)基金資助項(xiàng)目(40971237)


Implementation of Even Sampling Layout by Electrons Repulsion Simulation
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    摘要:

    通過模擬理想同種點(diǎn)電荷排斥運(yùn)動(dòng)的方法實(shí)現(xiàn)N個(gè)采樣點(diǎn)均勻分布在給定的帶有限制區(qū)的不規(guī)則多邊形采樣區(qū)域內(nèi),。首先將多邊形采樣區(qū)域以及內(nèi)部限制區(qū)域的各條邊離散化為一系列位置固定的點(diǎn)電荷,然后在多邊形內(nèi)隨機(jī)放置N個(gè)點(diǎn)電荷,,并通過逐個(gè)“放抓”點(diǎn)電荷并讓它們受電場(chǎng)力運(yùn)動(dòng),,并最終達(dá)到合力與速度都接近零的穩(wěn)定狀態(tài),此時(shí)N個(gè)點(diǎn)電荷的位置就均勻分布在指定區(qū)域內(nèi),,可以作為N個(gè)樣點(diǎn)的均勻采樣布局,。分析與實(shí)驗(yàn)結(jié)果表明,這種方法是一種在復(fù)雜多邊形區(qū)域內(nèi)實(shí)現(xiàn)采樣點(diǎn)均勻分布的簡(jiǎn)單而高效的方法,。

    Abstract:

    A method for an even distribution of N sampling points within a given polygon which contained inaccessible constraints was presented based on the simulation of ideal electrons’ repulsion movement. First, the edges of the polygon and the inner constraints into bunches of fixed electrons were described. N electrons can then be put into the polygon in random positions. And then they were “free and hold” one by one and were moving under Coulombic force. Finally, a balance was achieved with their resultant force and velocities approach to zero. At this time, these N electrons were evenly distributed within the given region; thus, their layout was considered to be an even sampling layout of N samples. Theoretical analysis and the experimental results indicated that electrons-repulsion simulation is a simple and efficient method for implementing even sampling layout of N samples within a complex polygon.

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陳柏松,潘瑜春,王紀(jì)華,付卓,曾志炫.基于電荷排斥模擬法的均勻采樣布局[J].農(nóng)業(yè)機(jī)械學(xué)報(bào),2011,42(9):181-185. Chen Baisong, Pan Yuchun, Wang Jihua, Fu Zhuo, Zeng Zhixuan. Implementation of Even Sampling Layout by Electrons Repulsion Simulation[J]. Transactions of the Chinese Society for Agricultural Machinery,2011,42(9):181-185.

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