Proper estimation of surface roughness using hybrid intelligence based on artificial neural network and genetic algorithm

C Boga, T Koroglu - Journal of manufacturing processes, 2021 - Elsevier
The surface roughness is a crucial index that is commonly used in the machining process to
evaluate the final product quality. This paper investigates the effect of different machining …

Genetic algorithm-based hyperparameter optimization for convolutional neural networks in the classification of crop pests

E Ayan - Arabian Journal for Science and Engineering, 2024 - Springer
Crop pest classification is essential for a strong and sustainable agricultural economy and
food safety. However, the classification of pests is a time-consuming process that requires …

[HTML][HTML] CGARP: Chaos genetic algorithm-based relay node placement for multifaceted heterogeneous wireless sensor networks

PS Banerjee, SN Mandal, D De, B Maiti - Innovations in Systems and …, 2022 - Springer
Relay node deployment in wireless sensor network (WSN) is significantly explored in
specialized literature. There is a wide spectrum of performance issues like connectivity …

Implementation of using HMM-GA in time series data

AY Sosiawan, R Nooraeni, LK Sari - Procedia Computer Science, 2021 - Elsevier
Some time series modeling methods have weaknesses, the static and dynamic information
can not be consistently combined. Hidden Markov Model provides solutions to these …

Sbof: An end-to-end framework for simulative black-box optimization of hybrid perceptive functions

S Roos, J Schmidt, W Stork - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
The adaptation of perceptive functions to new tasks or new domains is currently a major
challenge in the field of autonomous driving. Since the creation of manually labeled datasets …

Ant colony optimization with double selections for solving integrated scheduling problem in manufacturer

S Abusini, MA Sukmarini, C Karim - JEMIS (Journal of Engineering & …, 2019 - jemis.ub.ac.id
In this paper, we studied ant colony optimization for solving integrated scheduling of
production and distribution problems. We improved the ant colony optimization by adding …

A structure-based partial solution search for the examination timetabling problem

C Rajah, N Pillay - 2019 IEEE Congress on Evolutionary …, 2019 - ieeexplore.ieee.org
The examination timetabling problem is a well researched problem. Various techniques
have been applied to solving this NP-hard problem including genetic algorithms and hyper …

Optimizing the distribution of tofu products using a genetic algorithm approach: A case study in tahu kres KWB Batu City, Malang

U Effendi, A Hidayat, AR Mulyarto… - BIO Web of …, 2024 - bio-conferences.org
The aim of this research is to determine the optimal route using a genetic algorithm and to
compare the routes before and after optimization. The method used is the Genetic Algorithm …

A Position Deployment Method for UAV-assisted Ground Base Station Communication

J Li, K Wang, Y Wang, YL Guo - 2022 International Conference …, 2022 - ieeexplore.ieee.org
In this paper, we investigate the problem of location deployment in UAV-assisted ground
base station communication scenarios. Specifically, the communication model is first …

[PDF][PDF] Automated generation of scaffolding topologies

O Johansson, M Jernek - 2022 - odr.chalmers.se
This thesis presents the development and performance of an algorithm consisting of a multi-
objective genetic algorithm, used in conjunction with linear programming, to solve scaffold …