SWARM: a novel methodology for integrated circuit layout automation based on principles of self-organization
- After more than three decades of electronic design automation, most layouts for analog integrated circuits are still handcrafted in a laborious manual fashion today. This book presents Self-organized Wiring and Arrangement of Responsive Modules (SWARM), a novel interdisciplinary methodology addressing the design problem with a decentralized multi-agent system. Its basic approach, similar to the roundup of a sheep herd, is to let autonomous layout modules interact with each other inside a successively tightened layout zone. Considering various principles of self-organization, remarkable overall solutions can result from the individual, local, selfish actions of the modules. Displaying this fascinating phenomenon of emergence, examples demonstrate SWARM’s suitability for floorplanning purposes and its application to practical place-and-route problems. From an academic point of view, SWARM combines the strengths of procedural generators with the assets of optimization algorithms, thus paving the way for a new automation paradigm called bottom-up meets top-down.
Author of HS Reutlingen | Marolt, Daniel |
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DOI: | https://doi.org/10.51202/9783186475206 |
ISBN: | 978-3-18-347520-9 |
Publisher: | VDI Verlag |
Place of publication: | Düsseldorf |
Referee: | Jürgen ScheibleORCiD |
Referee of HS Reutlingen: | Scheible, Jürgen |
Document Type: | Doctoral Thesis |
Language: | English |
Publication year: | 2020 |
Tag: | analog layout; electronic design automation; floorplanning; integrated circuits; multi-agent systems; optimization algorithms; procedural generators |
Page Number: | 247 |
City of University: | Stuttgart |
Dissertation note: | Dissertation, Universität Stuttgart, 2018 |
PPN: | Im Katalog der Hochschule Reutlingen ansehen |
DDC classes: | 600 Technik, Technologie |
Open access?: | Nein |