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ķ  ĳ

ߣ

㽭ѧں鲩ʿ򲡲׹¥ȥĸ棬˲֪˵
ЩʲôáĳЩ˵治˵Ǵ˻Ī

ᵽ7 28գͿʿסṩλȪУǴ
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ķӣΪͿʿסȷССȴѧ
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Ϊϡȱˣ߲˲ŽԺʿͳѧߣ½ѧУ˲ŹС
ȷ˲ţ֪ǷͿʿ¼أ2006ԺУһɲ
μӷַϽ̹ûĳɷһֲοг½ʦһ
гᡣЩ涨ı԰ԴΨͼų
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ʵϣͿʿ΢ȴͬƭ˵ˡ
ĵ˲ס涨ߵ˽50򡢸30򡢽ʦ18
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վʱﵽڵоɹ͸ְƲУĳʮʦʲʿƴ
վʱԴﵽ˳ɹҪȴ޶ϸڣвʮƪSCI
2ҿߡյһСģȺ¼ùУ
˵ΪʲôȡʦʲʿѧƲʿķã
ԭЩʿ˵ģҲȡ˽ѵȡʦʲ
ʿ󡣴ӽԺɹٶ࣬˼벻ҪͿԲҪ㡣

ڸУˮͬķգķջ
ܶѧƵְڸѧƴеСĳоȾ͵
ѧ᰾ѧΪеӢۡһĸĳ˵Կ
ְˣصƿˡ֮оSCIĿܶ
ΪһˣĿҲֵˡһмеù
㣿㲻һս

һ仰󲢲ҪˣҪԺʿѧߡֻ
ǰǲŻὲš

(XYS20091026)

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ߣҲ

˺ͿʿƵľѧʿѧλ격ʿȻȥ 
6»ȥȥ֮ǰҲûжְƣȥ֮ոڸס
1500ңϻн4000סһף ÿ1300 
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ԺίԱѧУƼѡ ѧУ´ƸļΪ
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ӲҪ˵ƭǻع֮ǰ˸ǰĺ
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ܸ޴֡

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֮һһ2000ڰĺʲôԼһף 
οӺŮ˲ʿ󣬶ٳ20 ꣬ǲ
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ǶѾзгԼһĲ2000 ԪȲϺܶũ񹤡
ܲʵԺܿ뿪ˡ㽭ʡѧλߣʦ
ĴȴΪʲôΪֻڽĴѧ
廪ȣʦҲ׾ݡ˰ѹʵ͵ìͷ׼ǲƽģ
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ԱʼϽȹ60 ңյǰʣѧУ涨ֻҪ
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ѡĽУȨͿʿǻᱻƸΪڵģ
ΪǴнϸߵѧˮ׼ͿʿˮƽġĿ
²ŵĵѣǶѧһϲָֻͨܰо߶
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Ϳʿ֪Ϊڣ֪ߵܾͲô
ˡ

һҪԭǼͥһһѧʵˣʱ
׾ݻǿԽܵģ˰ƶֵ Ծӹοʿ
ѧ𲻸ߣҪͬѧһⷿʿĹҲߣ3
ԪҡĹʣ ҪˣҲֻһһĵԪ
ҲܼࡣṩסӦǲģȻԺ
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飬Ȳũ񹤡˵ĲͳǿԵ
֪һЦ֮Լ׽˵ЩͻҪ
֪ʱعҲĪľģŸŮԸ˭
Ԥϵʵأıͻӳˡʱû
нйҲ֪İ취֢Աġ֮
ܹʱ裬Ϳʿ㹻ĹذӦܹɹʱѹأ
һ첻Զ

Ϊ֮⣬ֻһ¸п͹
һ±緢ԭԼⱯٴηĿܷѡ

(XYS20091026)

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нġʦ˺鲩ʿ

ߣ˯ѹӢ

ݡ̱1022ձ917գ㽭ѧνʦһ鲩ʿ
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ʢòʿͷŵȴδСλʿ˵
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ѧ 1311ƻ1000ѧǸ֮һƣġѧ
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ڸУġʦᡱ֮£еԴġʦＯ
УͨĽʦֻиڡʦǡ׼ʦǡ֮򹤣
ڵĹʡѧͼ飬ڲĿУɥʧ
롱ǣһϱţ롰ʦ飬ȻӵѧԴ
Ȩһ˸ɻԼɡҲе˽ܲʵ
λʿпᡢš顱֮֮̾١

оѧѧҽѧѧŵȡóɹƽ
Ϊ40.16꣬35ȡóɹࡣָһлƽڴ26 
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ĲʿУвʿûȫѧģʿڼ䣬ʿǾ
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йУѧʽԽԽԣǣʦ״̬ûк
תԭѧԴãȨѧȨӵС
ѧһУ֮ڽڴͬڸУͬѧơͬѧͷεĽڣ
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ˡ

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ʦ·ߡĴѧʦΣгɹΣҲֻˡ
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(XYS20091026)

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Ҫ˼ά

ߣУʦ

ڿ˿ȻûֱӹϵһЩ뷨ܾ²졣
ϵͿɱԼα¶ӢġһͶ̸㲻
ͬ뷨

1. ڶͿʿȻԴϧرǶļͥǣ
Ҳʹޡ˰ĸָΪ޳ܡ˶Թ
ڵĻŭҾܲһֿµ󵼺Σա
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Ϊ

1ûҪʶйȻһչйҡйķչ״
õġĻġεģҪͨǲ
ʵġȻعҵԼҵ⡣ˣڻعǰӦгֵ˼
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3ҪʶԼĳɼܶڹʿʿͨԼ
ŬһЩġҲҪʶЩɼȡ
ϰ屣֤ʵԼͬµЭɵģʧȥЩʣ¶٣
ͬмҪץѧҪȡ;ѣȻʱ;Що
ˣ㼸ƪȥͺ͹ڵͬбȣʵӦþáƽȴ
״ĿࡢʱԷΪʵھú
ƽ

֮ΪںǰҪáΪ񡱵׼ڻȥ
ܹԸۣӦԸ֡򣬻ǷȰλúôš

2. ӢġһͶ

ΪⲻӦö˵ģ෴йӦƶһֻƣ
ҪƼڿֹһͶͬԣʵ
Ϊѧ⣬ǡ桱ĳϽһ֡

й˿ûԼĳɫѧͶ壬Լѧ
λǣʹѧ½Ķ޷
ġǶʧҲ˻˵оľӦûӢģ⻰û
ж١ӦáԸڳǰԼӢˮƽԴӦ
⡣⣬ʹӢģжٵλܹЩ־

ˣΪйѧӦԼо־Ϸ
ΪйĿѧչסȻӢһͶһּߵĺð취
ҲΪסõģȻһ֡

ǩcopyright transferʱǵöĹ
ţΪһֽ˵йȻѧĿ
ģҲҪĳЭ飬ʹڹʵʽԷ

	뷨ЩϳԼҲЩдש
Ϊ˹ڵ֣˵һ£ȥ6걾Ҳһֱڹ⣬з
Ĺ

(XYS20091026)

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šƦ޵Сиѧġ

ߣ

XYS20091023ġƦ޵СжԹѧ״Ļ
ʵԴķΪ͸ֵһ̸ġ
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ѧӦǸ£Ӧй˶෢췢µ
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еġ

ռдԴӵʮƼԱĴ
ᵽĺũҵѧƸпһǧԪ
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ǮĵطġԴռкʹ׼Ŀɿڴ
ԤЩĴ£йһЩоȵ㷢û
ԭԵġǮǿԲʹǮƶȲй
ŵߣйѧ

ȸһ¡ѧ֣ѧʵġֵ
⣺

顱ʩһһѧΪ
http://scitech.people.com.cn/GB/1056/8607101.html

̵λҽѧƸϿѧ
http://www.ebiotrade.com/newsf/2007-9/2007928133253.htm

Ժʿ. йѧԺԺʿѧԺԺʿ
http://funsom.suda.edu.cn/index.aspx?menuid=7&type=introduct&lanmuid=35&language=cn

һѧ߳Ϊѧ
http://www.moe.edu.cn/edoas/website18/34/info26634.htm

(XYS20091026)

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ӻѧĳƸġջ񡱿Уʦƻڵ

ߣཷ

գѧ󺣹鲩ʿɱ۷׷ףͨʦع
Ĺ㷺ӡƽĶۣ⼸йԴѧĿͶ
ģԴϴڵ⡣ĳЩνġʦ
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ҾѧУѧ˼ƻƸڡ㡰ʦ
ѧУõָ֧ṩһݣ

ѣ120Ԫ

Ƹڽ10Ԫ/꣨꣩

ס40Ԫ

ϻõġԴ깲ƣ190Ԫ

УáʦѧУס40ԪѧУڲ۸۵У
һףһǮһ׷ӣĿǰôʦ
180Ԫļ۸񽫸÷ۣסáʦõѧУԴ
䣨ʸ⣩ƣ370Ԫѧͨʦ
Ϳ²ʿǰƵľ

Ŀǰáʦ껪ѧƸڣѧУ˼ƪʲ
ôҲû£ּϸϴѧʼϴѧѧ߼ƻƸڡ
̡

ṩݣҲٶʲôһͨʵ˵Ŀǰ
ҹУġʦƻڵ⡣

(XYS20091026)

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Ͼʦѧ߲˲

ߣ·ƽ

תƿУһЩͬеļ飬˽⵽Ͼʦ
ѧѧѧԺһ߲˲ţӹҳļӦǸ
ƵϾʦѧѧѧԺҳʦʶϵļ
http://202.119.104.100/sky/ʦʶ/󲩵.docǸWORDĵ
ȤĶڿܱɾ֮ǰȥءҪ£

1ΪҪоԱȺе20п⣬863ش
ȻѧصϡҽҿƼԼʡм
ձĲʡNIHUSDAĿ5ôҶ
ĿһҲдףֵľ5ѽ

2ڹѧڿScience NatureGenome Research
Frontiers in Neuroendocrinology֪רҵڿϷо
50ƪȻгЩӦΪİɣϸһƣ
Scienceƪ693ߣNatureϵƪ183197
ߣMDۻ軨Web of Scienceϲģô
ͲڴгڴƪеĹһ֪

3ƪNatureϵģڼΪ4ƪġ4.Tribolium 
Genome Sequencing Consortium (Richards S., et al., Bin Li et al.). 2008, 
The genome of the model beetle and pest Tribolium castaneum. Nature. 
452(7190): 949-955.Уǵ183أдʽдģ

4һЩڿУ㲻ĻΪĸʴء8ƪ
ġ8. Wei-Zhong SUN, Bin LI*, Yan-Wen WANG, Chun-Li CHAI, Bin-Bin 
LIU, Cheng LU. 2007Expression in vitro and Fluorescence in situ 
Hybridization of the HSP20.8 Gene of Bombyx mori. Science of 
Sericulture. 33 (1):14-19  (Corresponding author).йĲҵѧ
Ҳ

513ƪġ13.Quanyou Yu, Bin Li *, Guanrong Li, Hong Yan, 
Xiaoling Tong, Jifeng Qian, Qingyou Xia, Cheng Lu. 2005, Abundance and 
Distribution of Microsatellites in the Entire Mosquito Genome. 
Progress in Biochemistry and Biophysics. 325435-441 
(Corresponding author)Web of Scienceϲ鿯ͨѶ߲ѽ
־ӰҲ0.2

6е1720ûӰҲ棬ƾͺưɣҲ㣬
ҪдIn prepareòãĸwordһоҲѽ


У壬19717 Ĵʤˣʿڣʿʦ2004
иУǸɽʦƻ20093»Ͼʦѧ
߲˲żƻƻԱ ۳Ŀ Bombyx mori
ʳĿ Tribolium castaneumĿ Ixodes scapularisȣȺй
ѧᣬйѧйŴѧᣬѧᣬձʿѧѧᣬձ
˿ѧѧ塣ΪҪоԱȺе20п
⣬863ش󡢹ȻѧصϡҽҿƼ
ʡмձĲʡNIHUSDAĿ5
Ҫ빦ܻѧӡѧоĿǰ
ص㣺1ûѧת¼ѧѧϢѧδ֪ܻ
壩м2ļдģ
Թ¶м̽ĻЭͬϵ
RNAiֶ̽𻯣ƤлĶȷл
صķӻƣ3濹ҩԼвȻӵڻоû
ѧϢѧֶεȶ濹ҩԼвȻ价Ӧƽн
̽źŴ;ӦƼо
еҪá
ڹѧڿScience NatureGenome ResearchFrontiers in 
Neuroendocrinology֪רҵڿϷо50ƪ
SCIӰ100㡣ڹʻ鷢ĻժҪ 20ƪ
ˮƽ4-6ƪ

:
2009.3~񣬽ڣϾʦѧ߲˲
2005.11~2009.9Research Associate, Kansas State University
2004.10~2005.10߼оԱݴѧձ
2003.3~2003.10оԱо
2001.7~2005.10оԱ뽲ʦ, ũ
1998.9~2001.6ʿŴѧũձݴѧ 
1996.9~1998.9˶ʿﻯѧѧũ
1993.8~1996.8ѧʦĴʤ
1989.9~1993.7ƣѧũ

귢Ҫģ
     
1.	Khurshida Begum, Bin Li, Richard W. Beeman and Yoonseong Park. 
2009, Functions of ion transport peptide and ion transport 
peptide-like in the red flour beetle Tribolium castaneum. Insect 
Biochem Mol Biol. doi:10.1016/ j.ibmb.2009.08.005
2.	Bin Li, Reinhard Predel, Susanne Neupert, Frank Hauser, 
Yoshiaki Tanaka, Giuseppe Cazzamali, Michael Williamson, Yasuyuki 
Arakane, Peter Verleyen, Liliane Schoofs, Joachim Schachtner, Cornelis 
J.P. Grimmelikhuijzen and Yoonseong Park. 2008, Genomics, 
transcriptomics, and peptidomics of peptide and protein hormones in 
the red flour beetle Tribolium castaneum. Genome Research. 18: 113-122. 
3.	Yasuyuki Arakane, Bin Li (Co-first author), Subbaratnam 
Muthukrishnan, Richard W. Beeman, Karl J. Kramer, and Yoonseong Park. 
2008, Functional analysis of four neuropeptides, EH, ETH, CCAP and 
bursicon, in adult ecdysis behavior of the red flour beetle, Tribolium 
castaneum. Mechanism of Development,  doi:10.1016/j.mod.2008.09.002. 
4.	Tribolium Genome Sequencing Consortium (Richards S., et al., 
Bin Li et al.). 2008, The genome of the model beetle and pest 
Tribolium castaneum. Nature. 452(7190): 949-955. 
5.	Quanyou Yu, Cheng Lu, Bin Li , Shoumin Fang, Weidong Zuo, 
Fangyin Dai, Ze Zhang, Zhonghuai Xiang. 2008, Identification, genomic 
organization and expression pattern of glutathione S-transferase in 
the silkworm, Bombyx mori. Insect Biochem Mol Biol. 38(12):1158-64.
6.	Biology analysis group, Qingyou Xia, Zeyang Zhou, Cheng Lu, 
Daojun Cheng, Fangyin Dai, Bin Li, Ping Zhao, Xingfu Zha, Tingcai Cheng, 
Chunli Chai, Guoqing Pan, Jinshan Xu, Chun Liu, Ying Lin, Jifeng Qian, 
Yong Hou, Zhengli Wu, Guanrong Li, Minhui Pan, Chunfeng Li, Yihong Shen, 
Xiqian Lan, Lianwei Yuan, Tian Li, Hanfu Xu, Guangwei Yang, Yongji Wan, 
Yong Zhu, Maode Yu, Weide Shen, Dayang Wu, Zhonghuai Xiang, Genome 
analysis group, Jun Yu, Jun Wang, Ruiqiang Li, Jianping Shi, Heng Li, 
Guangyuan Li, Jianning Su, Xiaoling Wang, Guoqing Li, Zengjin Zhang, 
Qingfa Wu, Jun Li, Qingpeng Zhang, Ning Wei, Jianzhe Xu, Haibo Sun, Le 
Dong, Dongyuan Liu, Shengli Zhao, Xiaolan Zhao, Qingshun Meng, Fengdi 
Lan, Xiangang Huang, Yuanzhe Li, Lin Fang, Changfeng Li, Dawei Li, 
Yongqiao Sun, Zhenpeng Zhang, Zheng Yang, Yanqing Huang, Yan Xi, 
Qiuhui Qi, Dandan He, Haiyan Huang, Xiaowei Zhang, Zhiqiang Wang, 
Wenjie Li, Yuzhu Cao, Yingpu Yu, Hong Yu, Jinhong Li, Jiehua Ye, Huan 
Chen, Yan Zhou, Bin Liu, Jing Wang, Jia Ye, Hai Ji, Shengting Li, 
Peixiang Ni, Jianguo Zhang, Yong Zhang, Hongkun Zheng, Bingyu Mao, Wen 
Wang, Chen Ye, Songgang Li, Jian Wang, Gane Ka-Shu Wong, and Huanming 
Yang. 2004, A Draft Sequence for the Genome of the Domesticated 
Silkworm (Bombyx mori). Science. 306(5703): 1937-1940. 
7.	Frank Hauser, Giuseppe Cazzamali, Michael Williamson, 
Yoonseong Park, Bin Li, Yoshiaki Tanaka, Reinhard Predel, Susanne 
Neupert, Joachim Schachtner, Peter Verleyen and Cornelis J.P. 
Grimmelikhuijzen. 2008), A genome-wide inventory of neurohormone GPCRs 
in the red flour beetle Tribolium castaneum. Frontiers in 
Neuroendocrinology. 29: 142-165. 
8.	Wei-Zhong SUN, Bin LI*, Yan-Wen WANG, Chun-Li CHAI, Bin-Bin LIU, 
Cheng LU. 2007 Expression in vitro and Fluorescence in situ 
Hybridization of the HSP20.8 Gene of Bombyx mori. Science of 
Sericulture. 33 (1):14-19  (Corresponding author).
9.	Daisuke Sakano, Bin Li (Co-first author), Qingyou Xia, Kohji 
Yamamoto, Hiroshi Fujii, Yoichi Aso. 2006Genes Encoding Small Heat 
Shock Proteins of the Silkworm, Bombyx mori. Bioscience, Biotechnology, 
& Biochemistry. 70 (10): 2443-2450. 
10.	Bin LI,  Qing-you XIA,  Cheng LU,  Ze-yang ZHOU & Zhong-huai 
XIANG. 2004, Analysis on Frequency and Density of Microsatellites in 
Coding Sequences of Several Eukaryotic Genomes. Genomics Proteomics & 
Bioinfomatics, 2(1): 24-31.
11.	Bin Li, Cheng Lu, Ai-Chun Zhao, Zhong-Huai Xiang. 2006
Multiple Interval Mapping for Whole Cocoon Weight and Related 
Economically Important Traits QTL in Silkworm (Bombyx mori).  
Agricultural Sciences in China.5 (10)798-804
12.	Xiao-Ling Tong, Fang-Yin Dai, Bin Li, Quan-You Yu, Qing-You Xia, 
Cheng Lu. 2006, Microsatellite repeats in mouse: abundance, 
distribution and density. Acta zoological sinica. 521138-152 
13.	Quanyou Yu, Bin Li *, Guanrong Li, Hong Yan, Xiaoling Tong, 
Jifeng Qian, Qingyou Xia, Cheng Lu. 2005, Abundance and Distribution 
of Microsatellites in the Entire Mosquito Genome. Progress in 
Biochemistry and Biophysics. 325435-441 (Corresponding author)
14.	Bin Li, Qingyou Xia, Cheng LuZeyang Zhou, Zhonghuai Xiang. 
2005, Analysis of Cytochrome P450 genes in silkworm genome (Bombyx 
mori.). Science in China Ser. C Life Sciences. 48 (4): 414-418. 
15.	Cheng Lu, Bin Li, Aichun Zhao, Zhonghuai Xiang. 2004, QTL 
Mapping of Economically Important Traits in Silkworm (Bombyx mori). 
Science in China Ser. C Life Sciences 47 (5 ): 477484. 
16.	Bin Li, Qing-You Xia, Cheng LuZe-Yang Zhou. 2004, Analysis 
of Microsatellites Derived from Bee ESTs. Acta Genetica Sinica. 
31(10):1089-1094.
17.	Bin Li and Yoonseong Park. Genome-wide Characterization of 
neuropeptide required for development and reproduction in Tribolium 
castaneum. (In prepare)
18.	Bin Li and Yoonseong Park. Functional Characterization of Two 
Distinct CCAP Receptors in Red Flour Beetle, Tribolium castaneum. (In 
prepare)
19.	Bin Li, Jeff Lord, Kris Hartzer, Marce Lorenzen, Brenda Oppert, 
Richard W. Beeman, Yoonseong Park. Desiccation-induced changes in gene 
expression in the red flour beetle Tribolium castaneum (Herbst). (In 
prepare)
20.	Bin Li and Yoonseong Park. Molecular identification of the 
genes encoding AKH peptides and their receptors in Tribolium castanium. 
( In prepare)


ϵʽ
ϾԷ·1ϾʦѧѧԺ 210046
绰025-85891163
E-mail: libinlb@hotmail.com and bli@ksu.edu.

(XYS20091026)

˿(www.xys.org)(xys4.dxiong.com)(www.xysforum.org)(xys2.dropin.org)

ҩ硱

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(XYS20091026)

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Ǿҫ˵ҩڶֱҽԺһ
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(XYS20091026)

˿(www.xys.org)(xys4.dxiong.com)(www.xysforum.org)(xys2.dropin.org)



ߣlw56102

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(XYS20091026)

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ͥ־ýع⡣Ȼ߲Ǽߵͦ
ԣд˾ոƲá

2009.9.27
2009.10.24.

(XYS20091026)

˿(www.xys.org)(xys4.dxiong.com)(www.xysforum.org)(xys2.dropin.org)

־¼Ŀ

ߣһоɵ

ã

ĳ֧ߺ˿ĳڶߡǱˮ־¼
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֪ҪĳȡҪɹһҪǳϤ
ﶼ֪ǸMany could be better than allĹ
һĹףΪҪ1999＾ѧо
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̫꣬juniorˡΪʲôӢһ߽Ҳϣ
һǶӦӹɵġ

ǲԣʵۡȷʵڲ
˵ģܶ˶Perrone/Cooperºܵ¡
Perrone/Cooper1993귢Ŀǰ500Σܵ2002귢Ŀǰ
300ΡΪܵĹӰܻһЩΪʲôô˵أ
ΪPerrone/CooperҪףʾɱȵѧϰáǵľ
ѵһѧϰѻļȥʣµȫó
һɣҲ־˵ġȫáиطкͿ
ѻļȥмɷģΪѧϰһ
---ÿѧϰǡweak learner˼ٱ²Ҫã
ּѧϰõһѧϰ֮ҪȰѻһЩȥȻ
ٿôɡҪĹףʾڰѻȥѡһ
ӼɸãMany could be better than AllҪ˵ø
Ļԭǵѧϰ֮ǿԣԼǲõģǿ
޷ͨ򵥿Perrone/Cooperȷġܵ
creditûоߣPerrone/CooperĹкܶྺߵģΪ
ھʮƪʾɱȵѧϰãҪľ
Hansen/SalamonIEEE PAMI 1990¡Neural network ensemble
Ѿ1300Ρ־ǵIJCAI ȻûPerrone/Cooper
Hansen/SalamonΪûʲô⣬ΪHansen/Salamonó
ɱȵá۱Perrone/Cooper磬creditӦøǡ

ҾáƵᡱ͡Hui Huangõ֤ݵܺã
ҲһƪҶ֤ҵۡƪн70ãڱ
ҲһҪ (GoogleScholarҵ)

Cooperative coevolution of artificial neural network ensembles for 
pattern classification
N Garcia-Pedrajas, C Hervas-Martinez, ...
IEEE Transactions on evolutionary computation, 2005 

ƪ¶Perrone/Cooper ([1]) ˵ģSeveral works 
have shown [1] that the network ensemble has a generalization error 
generally smaller than that obtained with a single network and also 
that the variance of the ensemble is lesser than the variance of a 
single network.˼Perrone/CooperԼˣʾɱ
ѧϰá

([17])жദãҪ˵

(1) several researchers [17], [18] have recently shown that some 
information about cooperation is useful for obtaining better ensembles. 
This new approach opens a wide field where the design and training of 
the different networks must be interdependent.

(2) Some recent works have shown [17], [19] that the combination 
of a subset of all the trained networks can be better than the 
combination of all the networks.

(3) More recently, Zhou et al. analyzed the relationship between 
the ensemble and its component neural networks [17]. This study 
revealed that it may be better to ensemble a subset of the neural 
networks instead of all of them. In order to select this subset of 
possibly better performing networks, they applied a genetic algorithm 
that evolved the weight of each network in the ensemble. Their results 
support our approach of evolving a population of ensembles, each one 
being a combination of some of the evolved networks. A recent work by 
Bakker and Heskes [19] corroborates the results of Zhou et al.

(4) Zhou et al. [17] have shown that a combination of some of 
the networks may be better than a combination of all the networks, and 
that a genetic algorithm [28] can be used for obtaining that subset of 
networks.

[18][19][28]ǹѧߵĹ[18]2001CECϵ£[19]
2003һ־Neural Networksϵ£[28]һGAĽ̲ġ
Կ2˵[17][19]ʾmany could be better than all
˼룬3һ˵[19]ǡȷ֤[17]Ĺ4
ɴֻ[17]˵ѡԼӦù鹦ġ1Ļرָ
ͬʱ[18]opens a wide field ...һߵ
ˣҲΪʲôĺôáԣֱ
ͬ˵ͬרҶɵһ

⻹һ֤ѧϰһרҵԻMCS2009
λkeynote speaker֮һ
http://www.diee.unica.it/mcs/mcs2009/invited.htmlɵĺ
࣬ǵһλkeynote speaker˶ΪԺ
keynote⣬ѡԼɷ½չǡ֪ܵˡ
ٱеһƪǵĹԣӦڲ
ԣôɵټôע⡣Ĺ
ԵģôܱkeynoteЩԺʿfellowȨǶ
Ǵӡ

Щܵġ²⡱ǲ׽Ӱ󡰲ִš˵IJCAI
20016ͶִšԼҲ˵ԼУĶ
Ƿǳϸģô6·Ͷ7·ݾͿᡣIJCAIdeadlineӦ
ͷһ12µڶ2³֮䡣⣬һܹĹAI
򶥼пԿΪIJCAIҪĻ顣Ѻù
ͶҪĵطȥοIJCAIһΡ

Ҷÿһѧٶֳƿ졣¼ҸеЩ̫õļ
˿ѧ̫󣬹ע˶࣬һЩ˻Ϊֵ
ߡα־ѧڱܺãкܶ˳Ϊ˵δ
ػҪúÿǿôôҳֵ֧˿
ãѹѧʵ˶ѧľûϷˡ

(XYS20091026)

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Ͼѧ־ڶ̫

ߣİ

ȶϴ˵ķһϴηֵⲢǡ־ĸ
⡱־ĸǡǰɹҲøó
ΪҪҵ걨ܳ𡢽ȻѧһȽѧߡй
Ƽ

Ϊʲôϴûзָأڡһ֪ܵˡڵһٱû
гҪ֤ݣ־޶ԹҲûϸΪֻǽ
˼ҪĹʽûעԱ磬־Ҳ
Ĺʽδˡ־Ӣȴһߣȴ
ͷɻһ£ѧҪʦҪɹȷԵһ
ߣѵ...,İ𣬵ͷأҲһȷ
ԭ򣨲ִöԣӦýһ

ˡ֪֤֡ݣÿ־öƵ飬ҿ
֤ʱǼ˹־ôɣǸҿ˼ƪ£ϸһ
֪֡Ƶһ㲻ƵͬѧֻͬѧˮƽӦȰ
ʦƵġҪ۹סIJCAI01ӢĹʽ20ұߵ2ͬ
Ĺʽ12룬E_{k}ΪC_{kk}Ȼٰ֪֡ķõC_{ik}
E[m_new.m_i]ȻڶC_{kk}E[m_new.m_new]ˡˮƽҲΪ
ʦ绤˷Ѷߵʱ䡣

ٻش־˿áִšĳƺУһ⣬
ΪʲôЩͬʱƪ£˵˶Ϊܶڿ
ʱֻժҪۣ[Perrone 93]Ҫײmany could be 
better than all(PerroneѾ֤ȷָժҪ
δȷᵽ㣬ǺһЩδϸĶ¾ͻΪƪ
Ϊmany could be better than allĵĹףܾȻ
⣩УNƪߵ𣬳Perrone
6ĨȥҼ⽫Ϊйѧʷϵ԰֮һ
Ե֮󻹸ҽ־չ룻Գɹõ300ú󣬻
ƭȡֱҷơʽ17ʼ20...
[2]ƵеĹסͼȷ֤ݳֺ
ѧԾӣͼйѧ磬бʵٱ
˺

ϧڹڣֹǣҵڳϾ
ѧľٱУҲAIо꣬УΪ
˻йѧҡײƭʵ̫θڣ

Ȱܷۡһ䣬־ԼҪ۹׶׵׺ֳ
[Perrone 93]ˣֵܵţбҪɼΪ绤
٣ӦƷ֪֤֡ǰΪ绤

󣬾֪̫ܣϣϾѧ£ûʵ
ΪܶԵ֤̫ˣԵĳɹ̫Ҫˣ
ʲôҽУĳѧߣôϾѧ

(XYS20091026)

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Ƶ塶ԡĹϾѧѧƸ־Ե֤ݡʡᵽ5ƪ

ߣδ

Ƶ ԡĹϾѧѧƸ־Ե֤
ݡʡ(XYS20091025) ᵽ"5ƪڹȨ֪ڿͬʱ
Perrone and Cooperʦµ" ƵһΪҺܺ棬
֪οġҾʹ5ƪģ־
Perrone and Cooper5ƪбἰĴҲ¿һ
ἰġ

[1] Domingo Ortiz-Boyer, Cesar Hervas-Martinez and Nicolas 
Garcia-Pedrajas, CIXL2: A Crossover Operator for Evolutionary 
AlgorithmsBased on Population FeaturesJournal of Artificial 
Intelligence Research 24 (2005) 1-48.

(Perrone & cooper 1993) ἰ5: ᵽNeural network ensembles
ʼĺܶ۷֡

(Zhou 2002) ἰ1Σ12ƪڻ㷨ӦһУ
zhouĹǡGenetic algorithms have been applied to almost any kind 
of problem,such as, ... and ensemble design (Zhou, Wu, & Tang, 2002).  

[2] Nicols Garca-Pedrajas, Csar Hervs-Martnez and 
Domingo Ortiz-Boyer, Cooperative Coevolution of Artificial Neural 
Network, Ensembles for Pattern Classification, IEEE TRANSACTIONS ON 
EVOLUTIONARY COMPUTATION, VOL. 9, NO. 3, JUNE 2005.

(Perrone and Coooper, 1993) ἰ1ΣΪ[1]
(Zhou 2002)ἰ3Ρ


[3] Leandro Nunes de Castro, Fundamentals of natural computing: an 
overview, Physics of Life Reviews 4 (2007) 1C36.
ûȨ޷ȫġ

[4] Nicolas Garcia-Pedrajasa, Colin Fyfe, Immune network based 
ensembles, Neurocomputing 70 (2007) 1155-1166.
ûܿȫģҲ鵽2006ͬ£ڣ
ESANN'2006 proceedings - European Symposium on Artificial Neural Networks
Bruges (Belgium), 26-28 April 2006, d-side publi., ISBN 2-930307-06-4.
ֻ8ƪ,У

(Perrone & cooper 1993)ἰ1ΣΪ8ƪĵĵһλ
(Zhou 2002)ûбá 

[5] Imran Maqsood, Muhammad Riaz Khan and Ajith Abraham, An 
ensemble of neural networks for weather forecasting, Neural 
Computation & Applications (2004) 13: 112C122.

(Perrone & cooper 1993)ἰ8
(zhou 2002)ἰ1

ɴ˿ɼ[1][2][4][5]У[4]ʱ޷֤
Perrone & cooper 1993Neural network ensemblesоҪףܱ
־2002IJCAIĸҪһƪҪģ֪ܽ
£IJCAI 2002ĵʧˡ

(XYS20091026)

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һ֪ܵˡЪЪ

ߣԹXC

˵˼ȷǡܡҲǡͦܡɣCSܵͬС
֪˵оòһֱûżȻоٱ
ԣĩпձ㿴˿

ȿˡһ֪ܵˡľٱǳʵʱԿ
ȷ¡

ٿܵĻظе˼ƪIJCAIýº͡ԡ
¶˿á֪ܵˡָȷʵûʲô
֪ܵˡһܵAIµĹʽ17͡ԡ12ҳʽ
ϸķɷµӣֿƵᡱԡ֪ܵˡ
ʡ˼һ£ȷʵƵᡱ˵ģʽұ
һȵĻұߵڶȻȡֻͷϸһ¡֪ܵ
ˡķȻʧЦ

֪ܵˡģȿʽߡ
ʽһˡұ߶ұߵһһ
Ȼ2Ҳһˡ򵥸һ£ȥеϵʽpcʽ
A > B + CܵĹʽʽ D <= E + F֪ܵˡ˵ʹ A = D
Ȼ˵ʹB = EȻ˵ȻC = FȲADBEԼCFǷ
ȣٶȣôǡ֪ܵˡΪ A > B + C A <= B 
+ Cǵȼ۵ģ òɡ֪ܵˡûѧѧǹ󵼡֪ܵ
ˡϴϴ˯ɡ

(XYS20091026)

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ƪйءӽˮµ߼

ߣԼ

    ߲ˮԬ¡ƽĹȱжڹ
˾κʱҪһĻ̬ȡ

    Թũڡӽˮ֮Ԭ¡ƽ֮
ɣֻеһѧйءһЩ
ɣҾЩɻ󡣱硰ѧԺ⼮Ժʿʱ
˵ÿΪ3500˵ĳԷ⡱ֹ׵Ȼ
˵󡣲֪й˿13ڰɣǰ3500
ȫŵйҲ2.7%ѧԺ⼮Ժʿ
ҲУ京˵һ˵ɻ
ӽˮ֮ãΪΡйӽˮͳ浾ֲĿǰ
ռڽɽ80%90%

    ͷٿеһλ˵йˮ׵
ҪԲ£2׵Ͳˮ
ˮͶ룬ˮоĶ飬ҪԶԶ10ס
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ƫˮǷЩ֮ëѵӽˮ
ɹǮԱѻģЩɹĹ׻ֻ˳
浾ġڽɽ

     Husġˮо(IRRI)ӽˮһΣô
Ҳף[1]رᵽVirmaniӽӽˮ
֡ġɼйӽˮооصĹ
λ쳯ǿѧΪִо
ķ뱾˰ɣ߲ҪʣȻСӽˮ֮
ΪβĵĻ鼮أ

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°￿νΰ󡷵鹹

ߣĴѧһʦ



ǰ˿˳°ġ￿νΰ󡷣һλ
ʱĴѧѧУһ߱ĳֳԵĳƺţ
ҪܣʽҪһñ......УЦеؽ
ƺţñӣе˶ĳ"

깫ɸУѧ֤£õĴǣ鹹

۵Ĵѧƴñı֮٣Ǽ
ר

°ãдҲãƴӵӽĿп鹹Ĺ
á

(XYS20091026)

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óԡ۵ģǿ͹۵

ߣʯ

MrMathematicaġʺ롱ǲģΪ˵
ɳԵʳԣûкóԲóԵ⡣ǵʺ
ҲͬһԵģʳδΪϲ򡰾úóԡҿ
һ˵ӣJared Diamond˵1965꿼ʱһ˴ȥΪ
µĹؼȥԸȥδŮҵΪǶĺͲ
ģNew Guineans with whom I have worked over the past 40 years have 
matter-of-factly described their cannibalistic practices, have 
expressed disgust at our own Western burial customs of burying 
relatives without doing them the honor of eating them, and one of my 
best New Guinean workers quit his job with me in 1965 in order to 
partake in the consumption of his recently deceased prospective 
son-in-law. Collapse, 2005ҲһʳϰߺʹͳĻ

ʳƷĸоȷ۵ģ⿳ͲƷȴǿ͹۵ġΪ
ԡ۵Ķó⿲۵ġ

Songbie˵Ӧѧϰϵ»ʱȻã۵ⲻ̫
أйĿϵ»ɹδййأԭܸǾӪ
⡣

ҵı⿼иֵ֮ģǵϼѣԿϵ»ը
ΪصըɡӲɫȻ籱ģǿ͹۴ڵġ
ʹըǵع˿͵ġóԱ׼ҲɽΪǵĴͳ⿽ϡ֡
ʹǡڴ֡ƲƷĲ⿳徭Ĳɵģ
ģΪʱͲɵġ۽Խٶȡ
֤ۡαԼ޷һ֤ʵˡҲٹ˵ӣ컹
ԭʼ⿿²ǵģ˵⿲ͬһˮƽġ
Ϊóԡ۵ģʳƷȫû֣֮⿾Ͳ޵Сз
չԭʼ⿾ͬһˮƽˣ˵ڵһ
ǰûо

ˡˡٿһйŮй֮С֮е˱
ҶSongbie͸¶Ķ洫⿵̬Ҳ۵أ
ǵȷںܶ෽涼ˣƺһˣΪ
Ѿ൱㡢ɡݣĻԣƺΪ
˴˱˴ˡǵĴͬΪҽĻ롰ҽĻҲ
˴˱˴ˡʱȷѶԱȣǡ˴˱˴ˡĻ
Ҳǡ˴˱˴ˡԭʼִΡ˴˱˴ˡ֡˴ˡ
ʵ֡˴˱˴ˡ 

(XYS20091026)

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óǴ۵

ߣDW

ҺͶʯΪóԣ۶һ㣬ǿ͹۶һ㣬Ӧ÷
ۺͿ͹мʲôλöʱMrMathematica(XYS20091025)ѽ
ˣóȫ۵Ķ͹޹ء

ʵֲܲʳƷѧ⺺룢ó
ΪζӦøӪʣĿ͹Ҫ
һֹܰɣóԣȫûп͹ۻ

MrMathematicaᵽաMrMathematicaӦǺ
ѧʶˣҲΪգóֵĽۣʵ
бҪΪֿգֿյĶߵһˡ

MrMathematica˵ֵǣΪ˿ĶߣȻ
붫ôۣʵ飬뵱ȻˣϣΪԼĿǶԵġ
Ҳ֪MrMathematicaʲôʵõˣ óһ۵
йΪйĿϵ¼ĺóԣΪĿϵ¼
ĺóԣȵȽ۵ġҴаԼĿǾԣԵģ
ĳһиݣ˵ҿ϶ԭй۵㡣

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