Does being multi-headed make you better at solving problems? A survey of Physarum-based models and computations | |
Gao, Chao1,2; Liu, Chen3; Schenz, Daniel4; Li, Xuelong5; Zhang, Zili1,2; Jusup, Marko6,7; Wang, Zhen8,9; Beekman, Madeleine10; Nakagaki, Toshiyuki6,11 | |
作者部门 | 光谱成像技术研究室 |
2019-07 | |
发表期刊 | PHYSICS OF LIFE REVIEWS |
ISSN | 1571-0645;1873-1457 |
卷号 | 29页码:1-26 |
产权排序 | 5 |
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 studies on Physarum has prompted us to review the latest developments in this field in the context of modelling and computing alike. Specifically, we cover models based on (i) morphology, (ii) taxis, and (iii) positive feedback dynamics found in top-down and bottom-up modelling techniques. We also survey the application of each of these core features of Physarum to solving difficult computational problems with real-world applications. Finally, we highlight some open problems in the field and present directions for future research. (C) 2018 Published by Elsevier B.V. |
关键词 | Modelling and computation Bio-inspired computing Physarum polycephalum Intelligent behaviour Complex problem solving |
DOI | 10.1016/j.plrev.2018.05.002 |
收录类别 | SCI |
语种 | 英语 |
WOS记录号 | WOS:000483646000001 |
出版者 | ELSEVIER |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.opt.ac.cn/handle/181661/31839 |
专题 | 光谱成像技术研究室 |
通讯作者 | Zhang, Zili |
作者单位 | 1.Southwest Univ, Coll Comp & Informat Sci, Chongqing 400715, Peoples R China 2.Southwest Univ, Coll Software, Chongqing 400715, Peoples R China 3.Northwestern Polytech Univ, Ctr Ecol & Environm Sci, Xian 710072, Shaanxi, Peoples R China 4.Hokkaido Univ, Grad Sch Life Sci, Sapporo, Hokkaido 0600808, Japan 5.Chinese Acad Sci, Xian Inst Opt & Precis Mech, Xian 710119, Shaanxi, Peoples R China 6.Hokkaido Univ, Res Inst Elect Sci, Ctr Math Social Creat, Sapporo, Hokkaido 0600812, Japan 7.Tokyo Inst Technol, Inst Innovat Res, Tokyo 1528552, Japan 8.Northwestern Polytech Univ, Sch Mech Engn, Xian 710072, Shaanxi, Peoples R China 9.Northwestern Polytech Univ, Ctr OPTical IMagery Anal & Learning OPTIMAL, Xian 710072, Shaanxi, Peoples R China 10.Univ Sydney, Sch Life & Environm Sci, Sydney, NSW 2006, Australia 11.Hokkaido Univ, Global Inst Collaborat Res & Educ, Global Stn Soft Matter, Sapporo, Hokkaido 0600815, Japan |
推荐引用方式 GB/T 7714 | Gao, Chao,Liu, Chen,Schenz, Daniel,et al. Does being multi-headed make you better at solving problems? A survey of Physarum-based models and computations[J]. PHYSICS OF LIFE REVIEWS,2019,29:1-26. |
APA | Gao, Chao.,Liu, Chen.,Schenz, Daniel.,Li, Xuelong.,Zhang, Zili.,...&Nakagaki, Toshiyuki.(2019).Does being multi-headed make you better at solving problems? A survey of Physarum-based models and computations.PHYSICS OF LIFE REVIEWS,29,1-26. |
MLA | Gao, Chao,et al."Does being multi-headed make you better at solving problems? A survey of Physarum-based models and computations".PHYSICS OF LIFE REVIEWS 29(2019):1-26. |
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Does being multi-hea(4064KB) | 期刊论文 | 出版稿 | 限制开放 | CC BY-NC-SA | 请求全文 |
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