A review of gait optimization based on evolutionary computation

D Gong, J Yan, G Zuo - Applied computational intelligence and …, 2010 - Wiley Online Library
Gait generation is very important as it directly affects the quality of locomotion of legged
robots. As this is an optimization problem with constraints, it readily lends itself to …

Intelligent IoT systems for traffic management: A practical application

A Guillen‐Perez, MD Cano - IET Intelligent Transport Systems, 2021 - Wiley Online Library
Abstract The incorporation of Artificial Intelligence algorithms in Intelligent Transportation
Systems gives rise to new opportunities for a more sustainable urban mobility. However, one …

Energy-efficient gait planning and control for biped robots utilizing the allowable ZMP region

HK Shin, BK Kim - IEEE Transactions on Robotics, 2014 - ieeexplore.ieee.org
Energy-efficient gait planning and control is established for biped robots, which utilizes the
allowable zero moment point (ZMP) region. Based on 3-D linear inverted pendulum mode …

Optimal robust sliding mode tracking control of a biped robot based on ingenious multi-objective PSO

MJ Mahmoodabadi, M Taherkhorsandi, A Bagheri - Neurocomputing, 2014 - Elsevier
The aim of this paper is to present novel Multi-objective Particle Swarm Optimization
(MOPSO) called Ingenious-MOPSO and compare its capability with three well-known multi …

Adaptive gait generation for humanoid robot using evolutionary neural model optimized with modified differential evolution technique

TT Huan, C Van Kien, HPH Anh, NT Nam - Neurocomputing, 2018 - Elsevier
Gait generation plays a decisive role to the performance of biped robot walking. Under
mathematical viewpoint, the task of gait generation design is investigated as an optimization …

Energy-efficient gait planning and control for biped robots utilizing vertical body motion and allowable ZMP region

HK Shin, BK Kim - IEEE transactions on industrial electronics, 2014 - ieeexplore.ieee.org
An energy-efficient gait planning (EEGP) and control system is established for biped robots
with three-mass inverted pendulum mode (3MIPM), which utilizes both vertical body motion …

Gait optimization and energy-based stability for biped locomotion using large-scale programming

Y Xie, C Gao, S Zhu, X Yan, L Kong, A Xie, J Gu… - Robotica, 2023 - cambridge.org
This paper presents a gait optimization method to generate the locomotion pattern for biped
and discuss its stability. The main contribution of this paper is a newly proposed energy …

Optimized stable gait planning of biped robot using multi-objective evolutionary JAYA algorithm

H Tran Thien, C Van Kien… - International Journal of …, 2020 - journals.sagepub.com
This article proposes a new stable biped walking pattern generator with preset step-length
value, optimized by multi-objective JAYA algorithm. The biped robot is modeled as a kinetic …

[图书][B] Evolutionary humanoid robotics

M Eaton - 2015 - Springer
In this text we look to the past to two distinct strands of research into autonomous robots,
evolutionary robotics and humanoid robot research, and how these strands are now …

Energy-efficiency-based gait control system architecture and algorithm for biped robots

Z Liu, L Wang, CLP Chen, X Zeng… - … on Systems, Man …, 2011 - ieeexplore.ieee.org
A novel systematic architecture and algorithm of gait control based on energy-efficiency
optimization is represented, aiming at the fatal problem of high energy consumption for …