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A Multi-objective Genetic Algorithm for Design Space Exploration in High-Level Synthesis

机译：高级综合中设计空间探索的多目标遗传算法

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摘要

This paper presents a methodology for design space exploration (DSE) in high-level synthesis (HLS), based on a multi-objective genetic algorithm. Since all high-level synthesis sub-tasks are notoriously NP-complete and interdependent and the design object

机译：本文提出了一种基于多目标遗传算法的高级综合（HLS）中的设计空间探索（DSE）方法。由于所有高级综合子任务众所周知都是NP完全且相互依赖的，因此设计对象

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来源
《》||P.417-422|共6页
会议地点 MontpellierFrance
作者
Ferrandi; F.; Lanzi; P.L.; Loiacono; D.; Pilato; C.; Sciuto; D.;
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原文格式 PDF
正文语种 eng
中图分类工业技术;
关键词
computational complexity; genetic algorithms; hardware description languages; NP-complete; arithmetic logic units; design space exploration; evolutionary algorithms; high-level synthesis; multi-modal functional units; multi-objective genetic algorithm; Design Spac;

机译：计算复杂度;遗传算法;硬件描述语言; NP-完整;算术逻辑单元;设计空间探索;进化算法;高级综合;多模态功能单元;多目标遗传算法; Design Spac;

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专利

1. A genetic algorithm for the design space exploration of datapaths during high-level synthesis [J] . Krishnan V., Katkoori S. IEEE transactions on evolutionary computation . 2006,第3期

机译：高层综合过程中数据路径设计空间探索的遗传算法
2. A Comparative Evaluation of Multi-Objective Exploration Algorithms for High-Level Design [J] . JACOPO PANERATI, GIOVANNI BELTRAME ACM Transactions on Design Automation of Electronic Systems . 2014,第2期

机译：高层设计中多目标探索算法的比较评估
3. A Memetic Algorithm-Based Design Space Exploration for Datapath Resource Allocation During High-Level Synthesis [J] . Rajmohan Shathanaa, Ramasubramanian N. Journal of circuits, systems and computers . 2020,第1期

机译：基于MECORIC算法的DataPath资源分配在高级合成中的设计空间探索
4. A Multi-objective Genetic Algorithm for Design Space Exploration in High-Level Synthesis [C] . Ferrandi F., Lanzi P.L., Loiacono D., IEEE Computer Society ANnual Symposium on VLSI . 2008

机译：一种多目标遗传算法在高级合成中设计空间探索
5. Algorithms for coupling circuit and physical synthesis with high-level design-space exploration for 2D and 3D systems. [D] . Mukherjee, Madhubanti. 2004

机译：用于2D和3D系统的电路和物理综合与高级设计空间探索的耦合算法。
6. Exploration of a Capability-Focused Aerospace System of Systems Architecture Alternative with Bilayer Design Space Based on RST-SOM Algorithmic Methods [O] . Zhifei Li, Dongliang Qin, Feng Yang -1

机译：基于RST-SOM算法的以双层设计空间为中心的以系统架构替代能力为重点的航空航天系统的探索
7. Multi-Objective Design Space Exploration Using Genetic Algorithms [O] . Maurizio Paleel, Tony Givargis 2007

机译：基于遗传算法的多目标设计空间探索

A Multi-objective Genetic Algorithm for Design Space Exploration in High-Level Synthesis

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