GMMSO: game model-combined improved moth search optimization approach for reconfigurable asymmetric multi-processor system-on-chip architecture. Issue 4 (3rd April 2023)
- Record Type:
- Journal Article
- Title:
- GMMSO: game model-combined improved moth search optimization approach for reconfigurable asymmetric multi-processor system-on-chip architecture. Issue 4 (3rd April 2023)
- Main Title:
- GMMSO: game model-combined improved moth search optimization approach for reconfigurable asymmetric multi-processor system-on-chip architecture
- Authors:
- Mariyappan, Isaivani
Veluchamy, Malathi - Abstract:
- Abstract : Heterogeneous Multi-Processor System-on-Chip architectures are prevalent in modern embedded system applications that target high-performance needs. This work comprises two parts to optimize the multiprocessor system structure concerning system speed, power, and area requirements. The first part includes the game model concept, which is remarkably advantageous in generating strategic decisions on incoming signals and minimizes traffic delays coming from the input portion of the system. Secondly, an improved moth search optimization is proposed to explore the design space and optimize the system space and power consumption. This research is implemented in the Field Programmable Gate Array (FPGA) Xilinx Zynq and Virtex platforms and evaluated by ExPRESS benchmarks. The Game Model-combined improved Moth Search Optimization (GMMSO) technique showed performance improvements of 69.34% in delay measurement, 46% in data rate and 36.34% in static power consumption compared with the traditional HMILP (Heuristic Mixed Integer Linear Programming) methods.
- Is Part Of:
- Engineering optimization. Volume 55:Issue 4(2023)
- Journal:
- Engineering optimization
- Issue:
- Volume 55:Issue 4(2023)
- Issue Display:
- Volume 55, Issue 4 (2023)
- Year:
- 2023
- Volume:
- 55
- Issue:
- 4
- Issue Sort Value:
- 2023-0055-0004-0000
- Page Start:
- 685
- Page End:
- 702
- Publication Date:
- 2023-04-03
- Subjects:
- Very large-scale integration -- multi-processor system-on-chip -- optimization -- game model -- moth search algorithm -- field programmable gate array
Engineering design -- Periodicals
Mathematical optimization -- Periodicals
620.0042 - Journal URLs:
- http://www.tandfonline.com/toc/geno20/current ↗
http://www.tandfonline.com/ ↗ - DOI:
- 10.1080/0305215X.2021.2024815 ↗
- Languages:
- English
- ISSNs:
- 0305-215X
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3766.145000
British Library DSC - BLDSS-3PM
British Library STI - ELD Digital store - Ingest File:
- 26145.xml