[HTML][HTML] A systematic review of energy management strategies for resource allocation in the cloud: Clustering, optimization and machine learning

S Jayaprakash, MD Nagarajan, RP Prado… - Energies, 2021 - mdpi.com
… In this review, various clustering, optimization, and machine learning methods used in cloud
… methods and optimization techniques are widely applied in energy management due to …

Machine learning for optimizing complex site-specific management

Y Saikai, V Patel, PD Mitchell - Computers and Electronics in Agriculture, 2020 - Elsevier
… shift in optimization of site-specific management. We develop a machine learning algorithm
that enables farmers to efficiently learn their own site-specific management through on-farm …

Half a century experience in rate of penetration management: Application of machine learning methods and optimization algorithms-A review

M Najjarpour, H Jalalifar… - Journal of Petroleum …, 2022 - Elsevier
… group of machine learning methods (ie simple and optimized ANNs) was investigated, and
the rest will be evaluated in this section. The main groups of machine learning methods apart …

Optimized management of ultra-wideband photonics switching systems assisted by machine learning

I Khan, L Tunesi, MU Masood, E Ghillino, P Bardella… - Optics express, 2022 - opg.optica.org
Recent years have seen an unprecedented growth of data traffic driven by a continuous
increase of connected devices and new applications. This trend will tend to saturate transparent …

Artificial intelligence: a new tool in operating room management. Role of machine learning models in operating room optimization

V Bellini, M Guzzon, B Bigliardi, M Mordonini… - Journal of medical …, 2020 - Springer
We conducted a systematic review of literature to better understand the role of new technologies
in the perioperative period; in particular we focus on the administrative and managerial …

Application of Machine Learning Optimization in Cloud Computing Resource Scheduling and Management

Y Zhang, B Liu, Y Gong, J Huang, J Xu… - arXiv preprint arXiv …, 2024 - arxiv.org
… and management using machine learning optimization … , including optimization methods
such as deep learning and … of cloud computing resource management.Rational allocation of …

Optimization of supply chain efficiency management based on machine learning and neural network

C Han, Q Zhang - Neural Computing and Applications, 2021 - Springer
management. In order to study the improvement in supply chain efficiency management,
supported by machine learning … chain risk management model based on learning and neural …

Improving the efficiency of the operating room environment with an optimization and machine learning model

M Fairley, D Scheinker, ML Brandeau - Health care management science, 2019 - Springer
… generalizable optimization and machine learning approach … Specifically, we use machine
learning to estimate the … event simulation to compare our optimized schedule to the existing …

[HTML][HTML] Machine learning based optimization model for energy management of energy storage system for large industrial park

Y Gao, J Li, M Hong - Processes, 2021 - mdpi.com
… power consumption, this paper uses machine learning method to calculate the storage …
Next a scheduling model was established to optimize the difference between the forecast …

Predicting solutions of large-scale optimization problems via machine learning: A case study in blood supply chain management

B Abbasi, T Babaei, Z Hosseinifard… - Computers & Operations …, 2020 - Elsevier
… the application of machine learning in optimization by challenging machine learning models
to generate the solutions achieved from solving complex stochastic optimization models. …