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Combining the ant system algorithm and simulated annealing for 3D/2D fixed-outline floorplanning

机译:结合蚁群算法和模拟退火进行3D / 2D固定轮廓布局

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Three dimensional integrated circuits (3D ICs) can alleviate the problem of interconnection, a critical problem in the nanoscale era, and are also promising for heterogeneous integration. This paper proposes a two-phase method combining the ant system algorithm (AS) and simulated annealing (SA) to handle 3D IC floorplanning with fixed-outline constraints. In the first AS phase, the floorplans are constructed by sequentially packing the block one by one, and the AS is used to explore the appropriate packing order and device layer assignment for the blocks. When packing a block, a proper position including the coordinates and the appropriate layer in the partially constructed floorplan should be chosen from all possible positions. While packing the blocks, a probability layer assignment strategy is proposed to determine the device layer assignment of unpacked blocks. After the AS phase, the SA phase is used to perform further optimization. The proposed method can also be easily applied to 2D floorplanning problems. Compared with the state of the art 3D/2D fixed-outline floorplanner, the experimental results demonstrate the effectiveness of the proposed method. (C) 2015 Elsevier B.V. All rights reserved.
机译:三维集成电路(3D IC)可以缓解互连问题,这是纳米时代的关键问题,并且也有望用于异构集成。本文提出了一种结合了蚂蚁系统算法(AS)和模拟退火(SA)的两阶段方法,以处理具有固定轮廓约束的3D IC布局。在第一个AS阶段,通过依次逐个打包块来构造平面图,并且使用AS探索块的适当打包顺序和设备层分配。打包块时,应从所有可能的位置中选择一个适当的位置,包括部分构造的平面图中的坐标和适当的层。在打包块时,提出了一种概率层分配策略来确定未打包块的设备层分配。在AS阶段之后,SA阶段用于执行进一步的优化。所提出的方法也可以容易地应用于二维平面布置问题。与最新的3D / 2D固定轮廓平面规划器相比,实验结果证明了该方法的有效性。 (C)2015 Elsevier B.V.保留所有权利。

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