Machine-Learning-Assisted Intelligent Processing and Optimization of Complex Systems

• Format: eBook
• Language: English
• Published: Basel MDPI - Multidisciplinary Digital Publishing Institute 2023
• Subjects: acoustic signal; adaptive multi-threshold segmentation; agribusiness; agriculture; analytical models; ANFIS; artificial bee colony; artificial intelligence; asset administration shell; cache strategy; Chilo suppressalis; CNN; cold storage management; Computer science; Computing and Information Technology; convolutional neural network; cross-domain; cyber-physical systems; deep learning; deep learning neural network; DeepAR; digitalization; disease detection; drop impact; Economics, Finance, Business and Management; endogenous fruits; entity extraction methods; estimating diffusion source distance; fault diagnosis; flexural strength; fruit detection; Gaussian processes; human-centred; human-centricity; hydraulic fracture; I5.0 technologies; IIOT; inappropriately wearing facemask; Industry 5.0; Industry and industrial studies; Information technology industries; integrated pest management; Kaizen; knowledge graph; knowledge structuring; leaking gas detection; lean tools; local maximum mean discrepancy; machine learning; mask detection; maximum spreading diameter; MEC; Media, entertainment, information and communication industries; meteorological data; n/a; optimization of the production flow; passive scalar; peaches; performance metrics; popularity prediction; pretrained model; process control; process industry entity relationship networks; resource allocation; robotics; scaling laws; subdomain adaptation; support decision-making algorithm; support vector machines; text vectorization; time series analysis; topic model; transfer learning; turbulence; UAV edge network; Value Stream Mapping; variable speed condition; waste marble powder; weed classification; weed detection
• DOI: 10.3390/books978-3-0365-9058-5
• ISBN: 3036590595; 9783036590585; 3036590587; 9783036590592

This reprint contains 15 articles from the Special Issue of the MDPI journal Processes on "Machine Learning-Assisted Intelligent Processing and Optimization of Complex Systems". These articles focus on the most recent developments in intelligent optimization methods and their applications in various test cases. The reprint covers various topics, including distributed multiagent modeling, metaheuristic algorithms, multisource data fusion, mobile computing and mobile sensing, machine learning-based intelligent processing for modeling complex manufacturing systems, and data-driven intelligent modeling.Focusing on the abovementioned subjects, this reprint can be useful for researchers interested in intelligent optimization techniques and their applications in the fields of artificial intelligence and machine learning. We believe that this reprint will encourage the convergence between many communities.