檢索結果 - sequential model-based optimization
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Advanced Machine Learning Applications in Big Data Analytics
出版 2023主題: “...model predictive control...”
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Stem Cell Delivery Routes: From Preclinical Models to Clinical Applications
出版 2023“...Key Feature: - A comprehensive summary of stem cell delivery for cell-based therapeutics, suitable for a broad range of readers - 10 sequential chapters that enhance the reader’s understanding on the subject - An Introduction to stem cell technology - Coverage of 3 key stem cell transplantation routes (liver, kidney and eye) - Coverage of in vivo stem cell tracking - Inclusion of basic information about MSC delivery and methods of clinical applications - Discussions about preclinical mouse models - A perspective on stem cell bottlenecks and recent advances in biomedical engineering that enhance the clinical application of MSCs The contents are adapted to suit readers learning about advanced stem cells therapies at all academic levels, including undergraduates, lecturers, as well as those who are curious to understand more about the importance of stem cells, and their application in cell-based therapeutics. ...”
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Chapter Scheduling Optimization of Electric Ready Mixed Concrete Vehicles Using an Improved Model-Based Reinforcement Learning
出版 2024“...The entire process is then conceptualized as a Markov decision problem (MDP), which enables sequential decision-making. We subsequently develop an enhanced model-based reinforcement learning technique, named parallel-masked-decaying Monte Carlo Tree Search (PMD-MCTS), for efficient resolution of the MDP. ...”
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Advances in Intelligent Data Analysis and Its Applications
出版 2024主題: “...expected model optimization method...”
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Modelling and solving the integrated locomotive scheduling and driver assignment problem with an extension to graph 2-list-colouring problem with compatibility constraints
出版 2026“...After a literature review, we present a novel optimization model for the problem studied and a way to improve its formulation. ...”
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Advances in Wastewater Treatment 2024
出版 2026“...The five review papers focus on renewable-energy integration for energy-self-sufficient municipal plants; advances in chemical coagulation and electrocoagulation; methanogenesis for biomethane production; solar-driven photocatalytic treatment using concentrator systems; and modeling and management strategies to optimize aeration energy use....”
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Sustainable Industrial Engineering along Product-Service Life Cycle/Supply Chain
出版 2022主題: “...game model...”
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Modelling, Monitoring, Control and Optimization for Complex Industrial Processes
出版 2023主題: “...model-based design...”
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