ILP-based global routing optimization with cell movements

TA Fontana, E Aghaeekiasaraee… - 2021 IEEE Computer …, 2021 - ieeexplore.ieee.org
The placement and routing processes are key parts of the physical design of Integrated
Circuits (IC). They directly impact the circuit's performance, area, power consumption, and …

Filter design for laser inertial navigation system based on improved pigeon-inspired optimization

Z Li, L Zhang, K Wu - Aerospace, 2023 - mdpi.com
The laser gyroscope of Laser Inertial Navigation System (LINS) eliminates the influence of
the locked zone with mechanical dither. The output information of laser gyroscopes must be …

[HTML][HTML] Learning Rate Tuner with Relative Adaptation (LRT-RA): Road to Sustainable Computing

S Biswas, S Dey, S Nath - AppliedMath, 2025 - mdpi.com
Optimizing learning rates (LRs) in deep learning (DL) has long been challenging. Previous
solutions, such as learning rate scheduling (LRS) and adaptive learning rate (ALR) …

A wind turbine fault identification using machine learning approach based on pigeon inspired optimizer

I Gad, AE Hassanien - 2021 Tenth International Conference on …, 2021 - ieeexplore.ieee.org
Wind turbines (WT) need regular maintenance, which should be carried out as soon as
possible after installation. Additionally, due to unscheduled maintenance, wind farms may …

VLSI Routing Optimization Using Hybrid PSO Based on Reinforcement Learning

P Nath, S Dey, S Nath, A Shankar… - 2022 IEEE VLSI …, 2022 - ieeexplore.ieee.org
Rapid advances in Very Large-Scale Integration (VLSI) technology demand wire length
minimization of the circuits in VLSI physical layer design to ensure routing optimization. With …

Relative Learning Rate Adaptation on Loss Feedback

S BISWAS, S DEY - Authorea Preprints, 2023 - techrxiv.org
In the realm of Deep Learning (DL), optimization of hyperparameters like learning rate has
been one of the well-known challenges. To address this problem, previous works have …