An efficient binary programming method for black-box optimization and its application in processor design

Optimizing the parameter settings in a large design space for the processor with limited simulation resources is a challenging task. The current black-box optimization algorithms for processor design space exploration (DSE) problems usually require a large amount of simulation resources for high-dim...

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Bibliographic Details
Published in:	Science China. Information sciences Vol. 67; no. 12; p. 222102
Main Authors:	Lv, Xiaoliang, Zhai, Qiaozhu, Hu, Jianchen, Zhu, Yuhang, Liu, Jinhui, Guan, Xiaohong
Format:	Journal Article
Language:	English
Published:	Beijing Science China Press 01.12.2024 Springer Nature B.V
Subjects:	Algorithms Black boxes Computer Science Constraints Design optimization Evolutionary algorithms Information Systems and Communication Service Integer programming Microprocessors Optimization Research Paper Simulation binary programming expensive simulation system processor design design space exploration black-box optimization
ISSN:	1674-733X, 1869-1919
Online Access:	Get full text
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