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Does being multi-headed make you better at solving problems? A survey of Physarum-based models and computations
文献类型:期刊
作者:Gao, Chao[1]  Liu, Chen[2]  Schenz, Daniel[3]  Li, Xuelong[4]  Zhang, Zili[5]  Jusup, Marko[6]  Wang, Zhen[7]  Beekman, Madeleine[8]  Nakagaki, Toshiyuki[9]  
机构:[1]Southwest Univ, Coll Comp & Informat Sci, Chongqing 400715, Peoples R China.,Southwest Univ, Coll Software, Chongqing 400715, Peoples R China.;
[2]Northwestern Polytech Univ, Ctr Ecol & Environm Sci, Xian 710072, Shaanxi, Peoples R China.;
[3]Hokkaido Univ, Grad Sch Life Sci, Sapporo, Hokkaido 0600808, Japan.;
[4]Chinese Acad Sci, Xian Inst Opt & Precis Mech, Xian 710119, Shaanxi, Peoples R China.;
[5]Southwest Univ, Coll Comp & Informat Sci, Chongqing 400715, Peoples R China.,Southwest Univ, Coll Software, Chongqing 400715, Peoples R China.;
[6]Hokkaido Univ, Res Inst Elect Sci, Ctr Math Social Creat, Sapporo, Hokkaido 0600812, Japan.;Tokyo Inst Technol, Inst Innovat Res, Tokyo 1528552, Japan.;
[7]Northwestern Polytech Univ, Sch Mech Engn, Xian 710072, Shaanxi, Peoples R China.,Northwestern Polytech Univ, Ctr OPTical IMagery Anal & Learning OPTIMAL, Xian 710072, Shaanxi, Peoples R China.;
[8]Univ Sydney, Sch Life & Environm Sci, Sydney, NSW 2006, Australia.;
[9]Hokkaido Univ, Res Inst Elect Sci, Ctr Math Social Creat, Sapporo, Hokkaido 0600812, Japan.;Hokkaido Univ, Global Inst Collaborat Res & Educ, Global Stn Soft Matter, Sapporo, Hokkaido 0600815, Japan.;
通讯作者:Zhang, ZL (reprint author), Southwest Univ, Coll Comp & Informat Sci, Chongqing 400715, Peoples R China.; Zhang, ZL (reprint author), Southwest Univ, Coll Software, Chongqing 400715, Peoples R China.; Liu, C (reprint author), Northwestern Polytech Univ, Ctr Ecol & Environm Sci, Xian 710072, Shaanxi, Peoples R China.; Li, XL (reprint author), Chinese Acad Sci, Xian Inst Opt & Precis Mech, Xian 710119, Shaanxi, Peoples R China.; Jusup, M (reprint author), Hokkaido Univ, Res Inst Elect Sci, Ctr Math Social Cre
年:2019
期刊名称:PHYSICS OF LIFE REVIEWS影响因子和分区
卷:29
页码范围:1-26
增刊:正刊
收录情况:SCI(E)(WOS:000483646000001)  EI(20182205257476)  (29857934)  
所属部门:机电学院
被引频次:15
人气指数:1617
浏览次数:1602
基金:National Natural Science Foundation of ChinaNational Natural Science Foundation of China [61403315, 61402379]; Fundamental Research Funds for the Central UniversitiesFundamental Research Funds for the Central Universities [XDJK2016A008, G2017KY0001]; Ministry of Education, Culture, Sports, Science & Technology (MEXT) ScholarshipMinistry of Education, Culture, Sports, Science and Technology, Japan (MEXT) [152503]; Research Grant Program of Inamori Foundation; National 1000 Young Talent Plan [W099102]; China Computer Federation-Tencent Open Fund [IAGR20170119]; Australian Research CouncilAustralian Research Council [FT120100120]
关键词:Modelling and computation; Bio-inspired computing; Physarum polycephalum; Intelligent behaviour; Complex problem solving
摘要:
Physarum polycephalum, a single-celled, multinucleate slime mould, is a seemingly simple organism, yet it exhibits quasiintelligent behaviour during extension, foraging, and as it adapts to dynamic environments. For these reasons, Physarum is an attractive target for modelling with the underlying goal to uncover the physiological mechanisms behind the exhibited quasi-intelligence and/or to devise novel algorithms for solving complex computational problems. The recent increase in modelling studie ...More
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