Qualities, challenges and future of genetic algorithms: a literature review

A Vie, AM Kleinnijenhuis, DJ Farmer - arXiv preprint arXiv:2011.05277, 2020 - arxiv.org
Genetic algorithms, computer programs that simulate natural evolution, are increasingly
applied across many disciplines. They have been used to solve various optimisation …

Analysis and dimensional synthesis of the DELTA robot for a prescribed workspace

MA Laribi, L Romdhane, S Zeghloul - Mechanism and machine theory, 2007 - Elsevier
This paper deals with an optimal dimensional synthesis method of the DELTA parallel robot
for a prescribed workspace. The objective function is based on the mathematical concept of …

Using artificial neural networks to assess earthquake vulnerability in urban blocks of Tehran

R Afsari, S Nadizadeh Shorabeh, AR Bakhshi Lomer… - Remote Sensing, 2023 - mdpi.com
The purpose of this study is to assess the vulnerability of urban blocks to earthquakes for
Tehran as a city built on geological faults using an artificial neural network—multi-layer …

A novel combined model based on echo state network optimized by whale optimization algorithm for blast furnace gas prediction

S Wen, H Wang, J Qian, X Men - Energy, 2023 - Elsevier
The accurate prediction of blast furnace gas (BFG) holder level is crucial for reasonable gas
dispatch. Therefore, we propose an improved echo-state network (ESN) model, based on …

Cuckoo search algorithm: a metaheuristic approach to solving the problem of optimum synthesis of a six-bar double dwell linkage

RR Bulatović, SR Đorđević, VS Đorđević - Mechanism and Machine Theory, 2013 - Elsevier
This paper considers dimensional synthesis of a six-bar linkage with turning kinematic pairs,
in the literature known as Stephenson III Six-bar linkage. The synthesis procedure started …

An evolutionary algorithm for path synthesis of mechanisms

JA Cabrera, A Ortiz, F Nadal, JJ Castillo - Mechanism and Machine Theory, 2011 - Elsevier
An algorithm for synthesis of mechanisms is described in this work. The algorithm is called
MUMSA (Malaga University Mechanism Synthesis Algorithm). This algorithm is an …

Efficient constrained synthesis of path generating four-bar mechanisms based on the heuristic optimization algorithms

S Ebrahimi, P Payvandy - Mechanism and Machine Theory, 2015 - Elsevier
This paper presents a comparative study of the dimensional synthesis of the path generating
four-bar mechanisms using some heuristic optimization techniques. For this purpose, we …

A novel analytical method for four-bar path generation synthesis based on Fourier series

X Li, S Wei, Q Liao, Y Zhang - Mechanism and Machine Theory, 2020 - Elsevier
This paper presents a novel analytical approach for synthesizing a path-generation
mechanism without any limitation on the number of precision points. Compared with …

A neural–genetic (NN–GA) approach for optimising mechanisms having joints with clearance

S Erkaya, I Uzmay - Multibody System Dynamics, 2008 - Springer
In this paper, a dimensional synthesis method for a four-bar (4R) path generator mechanism
having revolute joints with clearance is presented. Joint clearances are considered as virtual …

Pareto optimal synthesis of four-bar mechanisms for path generation

N Nariman-Zadeh, M Felezi, A Jamali… - Mechanism and Machine …, 2009 - Elsevier
In this paper, hybrid multi-objective genetic algorithms (GAs) are used for Pareto optimum
synthesis of four-bar linkages considering the minimization of two objective functions …