Enhancing internet of things network security using hybrid CNN and xgboost model tuned via modified reptile search algorithm

M Salb, L Jovanovic, N Bacanin, M Antonijevic… - Applied Sciences, 2023 - mdpi.com
This paper addresses the critical security challenges in the internet of things (IoT) landscape
by implementing an innovative solution that combines convolutional neural networks …

Combining supervised learning and local search for the multicommodity capacitated fixed-charge network design problem

CR La Rocca, JF Cordeau, E Frejinger - Transportation Research Part E …, 2024 - Elsevier
The multicommodity capacitated fixed-charge network design problem has been extensively
studied in the literature due to its wide range of applications. Despite the fact that many …

Robotic warehousing operations: a learn-then-optimize approach to large-scale neighborhood search

C Barnhart, A Jacquillat… - INFORMS Journal on …, 2024 - pubsonline.informs.org
The rapid deployment of robotics technologies requires dedicated optimization algorithms to
manage large fleets of autonomous agents. This paper supports robotic parts-to-picker …

Metaheuristics and Large Language Models Join Forces: Towards an Integrated Optimization Approach

CC Sartori, C Blum, F Bistaffa… - arXiv preprint arXiv …, 2024 - arxiv.org
Since the rise of Large Language Models (LLMs) a couple of years ago, researchers in
metaheuristics (MHs) have wondered how to use their power in a beneficial way within their …

Swarm intelligence-based optimization of machine learning models for diverse industrial problems: a comparative study

Z Che, C Peng, J Wang - Journal of Physics: Conference Series, 2024 - iopscience.iop.org
With the rapid development of artificial intelligence, machine learning has emerged as a
promising approach to tackle complex problems in various industries. It is particularly …

Tactical Wireless Network Design with Multi-Beam Antennas

V Perreault, A Hertz, A Lodi - Available at SSRN 4551191, 2023 - papers.ssrn.com
Tactical wireless networks are used in cases where standard telecommunication networks
are unavailable or unusable, eg disaster relief operations. We fully model the design of …

LCD 제조시스템에서생산량, 셋업, 작업타입균형의종합적고려를위한A3C 기반의일정계획모델

이성태, 이태희, 유우식, 김관호 - 한국전자거래학회지, 2024 - dbpia.co.kr
LCD 제조는 다수의 설비로 구성된 복잡한 시스템이며, 각 설비는 고가이며 수명이 짧기 때문에
효율적인 일정계획의 중요성이 크다. 이는 특히 LCD 제조시스템의 병목공정인 Photo 공정에서 …

[PDF][PDF] Tactical wireless network design with multi-beam anten-nas

V Perreault, A Hertz, A Lodi - Les Cahiers du GERAD ISSN, 2023 - gerad.ca
Tactical wireless networks are used in cases where standard telecommunication networks
are unavailable or unusable, eg disaster relief operations. We fully model the design of …