[PDF][PDF] Combination of K-means clustering with Genetic Algorithm: A review

DQ Zeebaree, H Haron, AM Abdulazeez… - International Journal of …, 2017 - academia.edu
In the past few decades, a detailed and extensive research has been carried out on K-
Means combine with genetic algorithm for clustering of using this combine technique; to …

A survey on QoS routing protocols in Vehicular Ad Hoc Network (VANET)

F Belamri, S Boulfekhar, D Aissani - Telecommunication Systems, 2021 - Springer
Abstract Vehicular Ad Hoc Network (VANET) is an emerging new technology and a
promising approach for Intelligent Transportation Systems (ITS) domain. Many researchers …

[HTML][HTML] Simple deterministic selection-based genetic algorithm for hyperparameter tuning of machine learning models

ID Raji, H Bello-Salau, IJ Umoh, AJ Onumanyi… - Applied Sciences, 2022 - mdpi.com
Hyperparameter tuning is a critical function necessary for the effective deployment of most
machine learning (ML) algorithms. It is used to find the optimal hyperparameter settings of …

Multi-objective genetic algorithm-based autonomous path planning for hinged-tetro reconfigurable tiling robot

KP Cheng, RE Mohan, NHK Nhan, AV Le - IEEE Access, 2020 - ieeexplore.ieee.org
Reconfigurable robots have received broad research interest due to the high dexterity they
provide and the complex actions they could perform. Robots with reconfigurability are …

[HTML][HTML] Trade-off between exploration and exploitation with genetic algorithm using a novel selection operator

A Hussain, YS Muhammad - Complex & intelligent systems, 2020 - Springer
As an intelligent search optimization technique, genetic algorithm (GA) is an important
approach for non-deterministic polynomial (NP-hard) and complex nature optimization …

[HTML][HTML] An optimized routing algorithm for vehicle ad-hoc networks

H Bello-Salau, AM Aibinu, Z Wang… - … Science and Technology …, 2019 - Elsevier
Efficient routing algorithms are essential to guarantee reliable communication in Vehicular
Adhoc Networks (VANETs). In this paper, we present a twofold approach entailing the …

A novel routing protocol for realistic traffic network scenarios in VANET

GD Singh, S Kumar, H Alshazly, SA Idris… - Wireless …, 2021 - Wiley Online Library
The vehicular ad hoc network (VANET) has traditional routing protocols that evolved from
mobile ad hoc networks (MANET). The standard routing protocols of VANET are geocast …

Resource constrained project scheduling and material ordering problem with discounted cash flows

M Asadujjaman, HF Rahman, RK Chakrabortty… - Computers & Industrial …, 2021 - Elsevier
Integration of project scheduling (PS) with materials ordering has received greater attention
in the last three decades as an approach to ensure the profitability of a project. The …

Multi-operator immune genetic algorithm for project scheduling with discounted cash flows

M Asadujjaman, HF Rahman, RK Chakrabortty… - Expert Systems with …, 2022 - Elsevier
The resource constrained project scheduling problem with discounted cash flows
(RCPSPDC) is one of the most challenging problems owing to its NP-hard characteristics …

A novel selection approach for genetic algorithms for global optimization of multimodal continuous functions

E Haq, I Ahmad, A Hussain… - Computational …, 2019 - Wiley Online Library
Genetic algorithms (GAs) are stochastic‐based heuristic search techniques that incorporate
three primary operators: selection, crossover, and mutation. These operators are supportive …