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Timing-Driven Obstacle-Avoiding X-Architecture Steiner Minimum Tree Algorithm With Slack Constraints

delete2024-05-01
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PRE
AI
Y
Yuhan Zhu
刘耿耿 cover
刘耿耿 (Genggeng Liu) *
X
Xing Huang
甘敏 (Min Gan)
郭文忠 (Wenzhong Guo)
DOI:10.1109/TSMC.2024.3353534delete
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Abstract

Abstract

En 中文
SMT is an optimized model for solving the routing problem of a multipin net in very large-scale integrated circuits. As the appearance of various obstacles on chips, the obstacle-avoiding problem has attracted much attention in recent years. Meanwhile, since interconnect delay plays a major role in chip delay, timing analysis is another critical problem worthy of consideration when constructing an Steiner minimum tree (SMT). Furthermore, the introduction of the X-architecture allows for better utilization of routing resources. In this article, a timing-driven obstacle-avoiding X-architecture Steiner minimum tree algorithm with slack constraints (TD-OAXSMT-SC) is proposed to consider obstacle-avoiding, timing slack constraints, and X-architecture simultaneously for the first time. The TD-OAXSMT-SC algorithm consists of four major stages: 1) in the routing tree initialization stage, this article constructs an X-architecture Prim-Dijkstra spanning tree as the initial routing tree with minimum total delay; 2) in the particle swarm optimization (PSO)-based routing tree iteration stage, a novel discrete PSO algorithm based on genetic operators is proposed to obtain a high-quality routing tree; 3) in the routing tree standardization stage, two effective standardization strategies are proposed to obtain a routing tree that satisfies both obstacle-avoiding and timing slack constraints; and 4) in the routing tree optimization stage, the connection of interconnected wires is optimized in a global manner, thus obtaining an optimized routing tree. Experimental results show that the proposed TD-OAXSMT-SC algorithm outperforms the state-of-the-art methods in routing quality with slack constraints.
Keywords:
Routing
Delays
Integrated circuit interconnections
Very large scale integration
Optimization
Wires
Pins
Obstacle-avoiding
PSO
SMT
timing-driven routing
timing slack constraints
X-architecture routing

Journal

IEEE Transactions on Cybernetics cover
IEEE Transactions on Cybernetics
IF:
10.5
Papers:
1.1W
Citations:
5.0W

Organization

N
Northwestern Polytechnical University
Scholars:
4.6W
Papers: 3.7W
Citations: 5.3W
F
fuzhou university
Scholars:
3.2W
Papers: 2.1W
Citations: 31