Review of applications of TLBO algorithm and a tutorial for beginners to solve the unconstrained and constrained optimization problems

R Rao - Decision science letters, 2016 - growingscience.com
The teaching-learning-based optimization (TLBO) algorithm is finding a large number of
applications in different fields of engineering and science since its introduction in 2011. The …

Bio-inspired computation: Recent development on the modifications of the cuckoo search algorithm

H Chiroma, T Herawan, I Fister Jr, I Fister… - Applied Soft …, 2017 - Elsevier
Abstract Presently, the Cuckoo Search algorithm is attracting unprecedented attention from
the research community and applications of the algorithm are expected to increase in …

A survey of teaching–learning-based optimization

F Zou, D Chen, Q Xu - Neurocomputing, 2019 - Elsevier
Over past few decades, swarm intelligent algorithms based on the intelligent behaviors of
social creatures have been extensively studied and applied for all kinds of optimization …

Improved Cuckoo Search algorithmic variants for constrained nonlinear optimization

A Tsipianitis, Y Tsompanakis - Advances in Engineering Software, 2020 - Elsevier
Abstract Although Cuckoo Search (CS) is a quite new nature-inspired metaheuristic
optimization algorithm, it has been extensively used in engineering applications, since it has …

Network design for resilience in supply chains using novel crazy elitist TLBO

R Rajesh - Neural Computing and Applications, 2020 - Springer
A resilient plant location model is proposed in this research and has been evaluated for a
case problem. The model considers three major indicators of network resilience, viz. node …

A two-stage state transition algorithm for constrained engineering optimization problems

J Han, C Yang, X Zhou, W Gui - International Journal of Control …, 2018 - Springer
In this study, a state transition algorithm (STA) is investigated into constrained engineering
design optimization problems. After an analysis of the advantages and disadvantages of two …

Structural damage detection using time domain responses and teaching-learning-based optimization (TLBO) algorithm

S Fallahian, A Joghataie, MT Kazemi - Scientia Iranica, 2018 - scientiairanica.sharif.edu
Nowadays, structural health monitoring has attracted much attention, due to the construction
of important and complex structures and their safety. One branch of structural health …

Nature-inspired optimization algorithms: research direction and survey

SR Kumar, KD Singh - arXiv preprint arXiv:2102.04013, 2021 - arxiv.org
Nature-inspired algorithms are commonly used for solving the various optimization
problems. In past few decades, various researchers have proposed a large number of …

An Improved Cuckoo Search Algorithm and Its Application in Function Optimization

S Feng, C Cheng, L Mo - International Conference on Ubiquitous Security, 2022 - Springer
An improved cuckoo search (CS) algorithm focusing on optimizing the updating of the bird's
nest position is proposed to overcome the shortcomings of CS algorithm, such as low search …

Applications of TLBO algorithm and its modifications to different engineering and science disciplines

RV Rao, RV Rao - Teaching Learning Based Optimization Algorithm: And …, 2016 - Springer
After its introduction in 2011 by Rao et al.(Computer-Aided Design 43: 303–315, 2011), the
TLBO algorithm is finding a large number of applications in different fields of engineering …