Residential College | false |
Status | 已發表Published |
Force-directed algorithms for schematic drawings and placement: A survey | |
Se-Hang Cheong; Yain-Whar Si | |
Source Publication | Information Visualization |
ISSN | 1473-8716 |
2019-01-03 | |
Abstract | Force-directed algorithms have been developed over the last 50 years and used in many application fields, including information visualisation, biological network visualisation, sensor networks, routing algorithms, scheduling, and graph drawing. Our survey provides a comprehensive summary of developments and a full roadmap for state-of-the-art force-directed algorithms in schematic drawings and placement. We classified the model of force-directed algorithms into classical and hybrid. The classical force-directed algorithms are further classified as follows: (a) accumulated force models, (b) energy function minimisation models and (c) combinatorial optimisation models. The hybrid force-directed algorithms are classified as follows: (a) parallel and hardware accelerated models, (b) multilevel force-directed models and (c) multidimensional scaling force-directed algorithms. Five categories of application domains in which force-directed algorithms have been adopted for schematic drawings and placement are also summarised: (a) aesthetic drawings for general networks, (b) component placement and scheduling in high-level synthesis of very-large-scale integration circuits design, (c) information visualisation, (d) biological network visualisation and (e) node placement and localisation for sensor networks. |
Keyword | Force-directed Algorithms Schematic Drawing Force-directed Placement Information Visualisation |
Language | 英語English |
DOI | 10.1177%2F1473871618821740 |
URL | View the original |
Volume | 19 |
Issue | 1 |
Pages | 1-27 |
WOS ID | WOS:000503648900004 |
WOS Subject | Computer Science, Software Engineering |
WOS Research Area | Computer Science |
Indexed By | SCIE |
Scopus ID | 2-s2.0-85059642369 |
Fulltext Access | |
Citation statistics | |
Document Type | Review article |
Collection | DEPARTMENT OF COMPUTER AND INFORMATION SCIENCE |
Corresponding Author | Yain-Whar Si |
Affiliation | Department of Computer and Information Science, Faculty of Science and Technology, University of Macau, Taipa, Macau |
First Author Affilication | Faculty of Science and Technology |
Corresponding Author Affilication | Faculty of Science and Technology |
Recommended Citation GB/T 7714 | Se-Hang Cheong,Yain-Whar Si. Force-directed algorithms for schematic drawings and placement: A survey[J]. Information Visualization, 2019, 19(1), 1-27. |
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