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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Vydané v:	Science China. Information sciences Ročník 67; číslo 12; s. 222102
Hlavní autori:	Lv, Xiaoliang, Zhai, Qiaozhu, Hu, Jianchen, Zhu, Yuhang, Liu, Jinhui, Guan, Xiaohong
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Beijing Science China Press 01.12.2024 Springer Nature B.V
Predmet:	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
On-line prístup:	Získať plný text
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