Coevolutionary Neural Dynamics With Learnable Parameters for Nonconvex Optimisation
ABSTRACT Nonconvex optimisation plays a crucial role in science and industry. However, existing methods often encounter local optima or provide inferior solutions when solving nonconvex optimisation problems, lacking robustness in noise scenarios. To address these limitations, we aim to develop a robust, efficient and globally convergent solver for ...
Yipiao Chen +3 more
wiley +1 more source
Nonlinear 2-DOF PID controller optimized by artificial lemming algorithm for robust engine speed regulation in spark-ignition systems. [PDF]
Ekinci S +5 more
europepmc +1 more source
Robotic Cell Micromanipulation Skill Learning via Imitation‐Enhanced Reinforcement Learning
ABSTRACT Humans can learn complex and dexterous manipulation tasks by observing videos, imitating and exploring. Multiple end‐effectors manipulation of free micron‐sized deformable cells is one of the challenging tasks in robotic micromanipulation. We propose an imitation‐enhanced reinforcement learning method inspired by the human learning process ...
Youchao Zhang +6 more
wiley +1 more source
RAGLRO: Retrieval‐Augmented Generation With Large Language Models for Robotic Operations
ABSTRACT To enable autonomous operations in complex industrial environments, this paper proposes retrieval‐augmented generation with large language models for robotic operations (RAGLRO), a robotic framework specifically designed for power switchgear operation tasks.
Wenrui Wang +6 more
wiley +1 more source
A novel delay-affected two degree of freedom PID controller using physics-inspired optimization for robust control applications. [PDF]
Yüksek G.
europepmc +1 more source
Real time frequency and voltage stabilization in multi area hybrid power systems using hybrid MGOAO optimized PID and FOPID controllers. [PDF]
Abhishek U +7 more
europepmc +1 more source
ABSTRACT A new archive of oral history interviews from LGBTQIA‐identified alumni, faculty and staff reveals the complex ways that queer and transgender students understood, experienced and remembered the long transition from single‐sex to coeducation at Princeton University.
Ezelle Sanford III +2 more
wiley +1 more source
A method to estimate absolute odorant concentration of olfactory stimuli. [PDF]
Conchou L +7 more
europepmc +1 more source

