Multi-objective optimization in fixed-outline floorplanning with reinforcement learning

被引：0
|
作者：
Jiang, Zhongjie [1 ,2 ,3 ,4 ]
Li, Zhiqiang [1 ,2 ,3 ,4 ]
Yao, Zhenjie [1 ,2 ,4 ]
机构：
[1] Key Laboratory of Fabrication Technologies for Integrated Circuits, Chinese Academy of Sciences, Beijing, China
[2] Institute of Microelectronics of the Chinese Academy of Sciences, Beijing,100029, China
[3] University of Chinese Academy of Sciences, Beijing, China
[4] Beijing Key Laboratory of Three-dimensional and Nanometer Integrated Circuit Design Automation Technology, China
来源：
Computers and Electrical Engineering | 2024年 / 120卷
关键词：
Circuit designs - Fixed-outline floorplanning - Floor-planning - Learning to learn - Multi objective - Multi-objectives optimization - Policy optimization - Proximal policy optimization - Reinforcement learnings - Wire length;
D O I：
10.1016/j.compeleceng.2024.109784
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [1] A Modified Multi-objective Simulated Annealing Algorithm for Fixed-outline Floorplanning
    Weng, Yifan
    Chen, Zhen
    Chen, Jianli
    Zhu, Wenxing
    [J]. PROCEEDINGS OF 2018 IEEE INTERNATIONAL CONFERENCE ON AUTOMATION, ELECTRONICS AND ELECTRICAL ENGINEERING (AUTEEE), 2018, : 35 - 39
  • [2] A fixed-outline floorplanning method
    Yosihmura, Takeshi
    Chen, Song
    [J]. ASICON 2007: 2007 7TH INTERNATIONAL CONFERENCE ON ASIC, VOLS 1 AND 2, PROCEEDINGS, 2007, : 1070 - 1075
  • [3] A nonlinear optimization methodology for VLSI fixed-outline floorplanning
    Chaomin Luo
    Miguel F. Anjos
    Anthony Vannelli
    [J]. Journal of Combinatorial Optimization, 2008, 16 : 378 - 401
  • [4] A nonlinear optimization methodology for VLSI fixed-outline floorplanning
    Luo, Chaomin
    Anjos, Miguel F.
    Vannelli, Anthony
    [J]. JOURNAL OF COMBINATORIAL OPTIMIZATION, 2008, 16 (04) : 378 - 401
  • [5] Hybrid Particle Swarm Optimization Algorithm for Fixed-outline Floorplanning
    Chen, Zhenyi
    Wang, Gaofeng
    Dong, Chen
    [J]. 2011 INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND NETWORK TECHNOLOGY (ICCSNT), VOLS 1-4, 2012, : 1299 - 1302
  • [6] A Stable Fixed-Outline Floorplanning Method
    Chen, Song
    Yosihmura, Takeshi
    [J]. ISPD'07: PROCEEDINGS OF THE 2007 INTERNATIONAL SYMPOSIUM ON PHYSICAL DESIGN, 2007, : 119 - 126
  • [7] A nature inspired optimization algorithm for VLSI fixed-outline floorplanning
    Shunmugathammal, M.
    Columbus, C. Christopher
    Anand, S.
    [J]. ANALOG INTEGRATED CIRCUITS AND SIGNAL PROCESSING, 2020, 103 (01) : 173 - 186
  • [8] A nature inspired optimization algorithm for VLSI fixed-outline floorplanning
    M. Shunmugathammal
    C. Christopher Columbus
    S. Anand
    [J]. Analog Integrated Circuits and Signal Processing, 2020, 103 : 173 - 186
  • [9] UFO: Unified Convex Optimization Algorithms for Fixed-Outline Floorplanning
    Lin, Jai-Ming
    Hung, Hsi
    [J]. 2010 15TH ASIA AND SOUTH PACIFIC DESIGN AUTOMATION CONFERENCE (ASP-DAC 2010), 2010, : 546 - 551
  • [10] A novel method on discrete particle swarm optimization for fixed-outline floorplanning
    Ye, Yin
    Yin, Xi
    Chen, Zhenyi
    Hong, Zhixing
    Fan, Xinwen
    Dong, Chen
    [J]. PROCEEDINGS OF 2020 IEEE INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND INFORMATION SYSTEMS (ICAIIS), 2020, : 591 - 595
12345