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Chapter Scheduling Optimization of Electric Ready Mixed Concrete Vehicles Using an Improved Model-Based Reinforcement Learning
出版 2024“...The results demonstrate the appropriateness of the proposed MDP formulation for tackling RMC delivery tasks. The PMD-MCTS algorithm and one of its ablation algorithms (PM-MCTS) have demonstrated superior performance compared to other benchmarks in either cost reduction or delay minimization, with PMD-MCTS requiring 30% less computation time than PM-MCTS...”
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Multi-UAV Networks
出版 2024“...They explore different aspects of UAV technology, highlighting novel approaches and algorithms that enhance the efficiency, security, and performance of UAV systems. ...”
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Data Science and Big Data in Biology, Physical Science and Engineering
出版 2024主题: “...genetic algorithm...”
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Nonlinear Control Systems with Recent Advances and Applications
出版 2024主题: “...disturbance suppression performance...”
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The Adaptability of Residential Planning and Design to World-Changing Events
出版 2024主题: “...combinatorial, parametric and algorithmic–parametric modelling...”
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Bio-Inspired Smart Machines: Structure, Mechanisms and Applications
出版 2024主题: “...bio-inspired algorithm...”
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Advances in Explainable Artificial Intelligence
出版 2024“...When applied to unfamiliar examples, these algorithms can perform a range of tasks, including classification, regression, and forecasting, to name a few. ...”
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Advanced Research and Applications of Deep Learning and Neural Network in Image Recognition
出版 2024“...This reprint aims to immerse the reader in the latest research and applications of deep learning and neural networks in image recognition. Deep learning algorithms are the major driving force behind recent advances in image classification. ...”
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Advanced Mathematical Modeling and Numerical Solutions in Applied Mechanics and Engineering
出版 2024主题: “...Augmented Crow Search Algorithm (ACSA)...”
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Risk Management Technologies for Deep Excavations in Water-Rich Areas
出版 2024主题: “...differential evolution algorithm (DE)...”
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Building's Vulnerability Assessment against Natural Hazards by Using Modern Computational Techniques
出版 2024主题: “...slime mold algorithm...”
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Volume III: Thermal Behaviour, Energy Efficiency in Buildings and Sustainable Construction
出版 2024“...Operational Energy and Carbon in Retail Building Shells: A Case Study in Portugal; Evaluation of Heated Window System to Enhance Indoor Thermal Comfort and Reduce Heating Demands Based on Simulation Analysis in South Korea; Thermal Performance of Lightweight Steel Framed Facade Walls Using Thermal Break Strips and ETICS: A Parametric Study; Application of Machine Learning to Assist a Moisture Durability Tool; Energy Design Synthesis: Algorithmic Generation of Building Shape Configurations; Simplified Guidelines for Retrofitting Scenarios in the European Countries; Thermophysical Parameters and Hygrothermal Simulation of Aerogel-Based Fibre-Enhanced Thermal Insulating Renders Applied on Exterior Walls; Energy Efficiency of Tall Buildings: A Global Snapshot of Innovative Design; and, finally, Advanced Active and Passive Methods in Residential Energy Efficiency....”
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Approach and Policy in Higher Education for Sustainability
出版 2024主题: “...machine learning algorithm...”
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Practical Applications of Model Predictive Control and Other Advanced Control Methods in the Built Environment
出版 2024“...It includes virtual sensing for indoor air pollutants, novel models to predict indoor air temperature as well as building heating and cooling loads; and model-based controls, predictive controls, and predictive maintenance algorithms to optimize setpoint tracking and the operation of building heating and cooling systems....”
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Buildings' Thermal Behaviour and Energy Efficiency for a Sustainable Construction
出版 2024主题: “...thermal performance...”
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Electromagnetic Nondestructive Testing
出版 2024主题: “...k-Nearest Neighbors (k-NN) algorithm...”
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