Explaining Bayesian Optimization by Shapley Values Facilitates Human-AI Collaboration

J Rodemann, F Croppi, P Arens, Y Sale… - arXiv preprint arXiv …, 2024 - arxiv.org
Bayesian optimization (BO) with Gaussian processes (GP) has become an indispensable
algorithm for black box optimization problems. Not without a dash of irony, BO is often …

An Effective Hybrid Metaheuristic Approach Based on the Genetic Algorithm

O Roeva, D Zoteva, G Roeva, M Ignatova… - …, 2024 - search.proquest.com
This paper presents an effective hybrid metaheuristic algorithm combining the genetic
algorithm (GA) and a simple algorithm based on evolutionary computation. The evolutionary …

Modified Black Widow Optimization-Based Enhanced Threshold Energy Detection Technique for Spectrum Sensing in Cognitive Radio Networks.

R Saravanan, R Muthaiah… - … -Computer Modeling in …, 2024 - search.ebscohost.com
This study develops an Enhanced Threshold Based Energy Detection approach (ETBED) for
spectrum sensing in a cognitive radio network. The threshold identification method is …

Multi-Objective Modified Glowworm Swarm Optimization Algorithm for Efficient Spectrum Sensing in the Cognitive Radio Network

A Babiyola, GR Kumar, V Shridhar… - 2023 International …, 2023 - ieeexplore.ieee.org
The combination of machine learning and Cognitive Radio (CR) technology has generated
a lot of interest in research, especially in the field of spectrum management. Even with the …

An Effective Cognitive Radio Network Based Improved Differential Evolution Optimization in Energy Harvesting Scenarios

B Sravankumar, SG Kharmega… - 2024 International …, 2024 - ieeexplore.ieee.org
Energy harvesting-based Device to Device (D2D) communication, powered by renewable
energy sources, contributes to sustainable and eco-friendly communication systems …