Memetic evolution for generic full-body inverse kinematics in robotics and animation

S Starke, N Hendrich, J Zhang - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
In this paper, a novel and fast memetic evolutionary algorithm is presented which can solve
fully constrained generic inverse kinematics with multiple end effectors and goal objectives …

A study on solving the inverse kinematics of serial robots using artificial neural network and fuzzy neural network

J Demby's, Y Gao, GN DeSouza - 2019 IEEE international …, 2019 - ieeexplore.ieee.org
One of the most important problems in robotics is the computation of the inverse kinematics
(IK). This apparently simple task is necessary to determine how to move each joint in order …

An efficient hybridization of genetic algorithms and particle swarm optimization for inverse kinematics

S Starke, N Hendrich, S Magg… - 2016 IEEE International …, 2016 - ieeexplore.ieee.org
This paper presents a novel biologically-inspired approach to solving the inverse kinematics
problem efficiently on arbitrary joint chains. It provides high accuracy, convincing success …

Artificial Neural Networks for inverse kinematics problem in articulated robots

D Cagigas-Muñiz - Engineering Applications of Artificial Intelligence, 2023 - Elsevier
The inverse kinematics problem in articulated robots implies to obtain joint rotation angles
using the robot end effector position and orientation tool. Unlike the problem of direct …

Modeling of inverse kinematic of 3-DOF robot, using unit quaternions and artificial neural network

E Jiménez-López, DS De La Mora-Pulido… - Robotica, 2021 - cambridge.org
This paper presents a novel method for modeling a 3-degree of freedom open kinematic
chain using quaternions algebra and neural network to solve the inverse kinematic problem …

[PDF][PDF] ANN approach for SCARA robot inverse kinematics solutions with diverse datasets and optimisers

R Bouzid, H Gritli, J Narayan - Applied Computer Systems, 2024 - sciendo.com
In the pursuit of enhancing the efficiency of the inverse kinematics of SCARA robots with four
degrees of freedom (4-DoF), this research delves into an approach centered on the …

Algorithmization and principles of construction of information support of the automated module for energy outlays optimization of technological processes at robotized …

MA Gorkavyy, AY Efimov, VA Soloviev… - … Multi-Conference on …, 2018 - ieeexplore.ieee.org
The paper considers technologies of increasing energy efficiency of technological modes at
robotized productions. The project of trajectories optimization module of industrial …

[PDF][PDF] Inverse kinematics solution for redundant robot manipulator using combination of GA and NN

HZ Khaleel - Al-Khwarizmi Engineering Journal, 2018 - iasj.net
A demonstration of the inverse kinematics is a very complex problem for redundant robot
manipulator. This paper presents the solution of inverse kinematics for one of redundant …

ANFIS based kinematic analysis of a 4-DOFs SCARA robot

J Narayan, A Singla - 2017 4th international conference on …, 2017 - ieeexplore.ieee.org
Robot kinematics plays a crucial role in recent advancements within industrial sectors and
numerous medical applications. Finding forward kinematics, using DH convention is an easy …

Adaptive neuro-fuzzy inference system–based path planning of 5-degrees-of-freedom spatial manipulator for medical applications

J Narayan, E Singla, S Soni… - Proceedings of the …, 2018 - journals.sagepub.com
Over the last few decades, medical-assisted robots have been considered by many
researchers, within the research domain of robotics. In this article, a 5-degrees-of-freedom …