Abstract The Nelder–Mead (NM) method has been recently proposed for application in
hyperparameter optimization (HPO) of deep neural networks. However, the NM method is …

The ever-shorter time-to-market calls for efficient robust IC design algorithms. Robust circuits
satisfy all design requirements across a range of operating conditions and manufacturing …

Estimating parameters of a statistical fisheries assessment model typically involves a
comparison of disparate datasets to a forward simulation model through a likelihood …

本論文は, 実世界の多くの問題をブラックボックス最適化として定式化し, 解決することを目的とした
論文である. 特に実世界の問題を実際に解決することに主眼を置き, 応用例として深層学習のハイパ …

We propose a hierarchical framework and new parallel algorithms for stochastic function
optimization under conditions where the function to be optimized is subject to random noise …

The computational code for designing the resonant cavity of a gyrotron has been developed
to design new gyrotrons for the future GAMMA 10 (PDX). The developed code calculates the …

As digital computers become increasingly powerful and ubiquitous, there is a growing need
for pattern-recognition algorithms that can handle very large data sets. Support vector …

本論文研究, 依據理論模型, 擬合實驗所得之角頻譜數據以探討有機發光二極體在操作狀態下,
有機層/金屬層界面間所產生的動態變化. 先前研究結果已證實金屬層與有機層界面間存在一層 …

Automating the robust IC design process is becoming more and more important due to its
complexity and decreasing time to market. In order for the circuit to be robust it must satisfy …

The analog-integrated circuits industry is exerting increasing pressure to shorten the analog
circuit design time. This pressure is put primarily on the analog circuit designers that in turn …