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检索条件"主题词=Optimization Algorithms"
4001 条 记 录,以下是1431-1440 订阅
Efficient Exploration in Average-Reward Constrained Reinforcement Learning: Achieving Near-Optimal Regret With Posterior Sampling  41
Efficient Exploration in Average-Reward Constrained Reinforc...
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41st International Conference on Machine Learning, ICML 2024
作者: Provodin, Danil Kaptein, Maurits Pechenizkiy, Mykola Eindhoven University of Technology Eindhoven Netherlands Jheronimus Academy of Data Science 's-Hertogenbosch Netherlands University of Jyväskylä Jyväskylä Finland
We present a new algorithm based on posterior sampling for learning in Constrained Markov Decision Processes (CMDP) in the infinite-horizon undiscounted setting. The algorithm achieves near-optimal regret bounds while... 详细信息
来源: 评论
optimization-based damage detection in composite structures using incomplete measurements
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STRUCTURES 2023年 56卷
作者: Hassani, Sahar Dackermann, Ulrike Univ New South Wales Ctr Infrastruct Engn & Safety Sch Civil & Environm Engn Sydney NSW Australia
Incomplete data poses challenges in accurately assessing structural health and detecting damage. It limits the ability to capture the complete behavior and response of the structure, which may hinder the identificatio... 详细信息
来源: 评论
First-order algorithms for robust optimization problems via convex-concave saddle-point Lagrangian reformulation
arXiv
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arXiv 2021年
作者: Postek, Krzysztof Shtern, Shimrit Faculty of Electrical Enginnering Mathematics and Computer Science Delft University of Technology Delft Netherlands Faculty of Industrial Engineering and Management Technion - Israel Institute of Technology Haifa Israel
Robust optimization (RO) is one of the key paradigms for solving optimization problems affected by uncertainty. Two principal approaches for RO, the robust counterpart method and the adversarial approach, potentially ... 详细信息
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An Improved A∗ Algorithm for AUV Path Planning  2
An Improved A∗ Algorithm for AUV Path Planning
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2nd International Conference on Algorithm, Image Processing and Machine Vision, AIPMV 2024
作者: Zhu, Qi Xiang, Qing Cai, Limin School of Intelligent Manufacturing Jianghan University Wuhan China
In response to the problems of low search efficiency and a large number of redundant points traversed by the traditional A∗ algorithm in the path planning process of AUV, this article proposes an improved A∗ algorithm... 详细信息
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Last-X-Generation Archiving Strategy for Multi-Objective Evolutionary algorithms  13
Last-X-Generation Archiving Strategy for Multi-Objective Evo...
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13th IEEE Congress on Evolutionary Computation, CEC 2024
作者: Shu, Tianye Nan, Yang Shang, Ke Ishibuchi, Hisao Southern University of Science and Technology Guangdong Provincial Key Laboratory of Brain-inspired Intelligent Computation Department of Computer Science and Engineering Shenzhen518055 China Southern University of Science and Technology Shenzhen518055 China Shenzhen University National Engineering Laboratory for Big Data System Computing Technology Shenzhen518060 China
For evolutionary multi-objective optimization algorithms (EMOAs), an external archive can be utilized for saving good solutions found throughout the evolutionary process. Recent studies showed that a solution set sele... 详细信息
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Reptile Search Algorithm (RSA): A nature-inspired meta-heuristic optimizer
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EXPERT SYSTEMS WITH APPLICATIONS 2022年 第0期191卷 116158-116158页
作者: Abualigah, Laith Abd Elaziz, Mohamed Sumari, Putra Geem, Zong Woo Gandomi, Amir H. Amman Arab Univ Fac Comp Sci & Informat Amman 11953 Jordan Univ Sains Malaysia Sch Comp Sci George Town 11800 Malaysia Zagazig Univ Fac Sci Dept Math Zagazig Egypt Ajman Univ Artificial Intelligence Res Ctr AIRC Ajman 346 U Arab Emirates Galala Univ Fac Comp Sci & Engn Dept Artificial Intelligence Sci & Engn Suez Egypt Gachon Univ Dept Energy & Informat Technol Seongnam Si South Korea Univ Technol Sydney Fac Engn & Informat Technol Ultimo NSW 2007 Australia
This paper proposes a novel nature-inspired meta-heuristic optimizer, called Reptile Search Algorithm (RSA), motivated by the hunting behaviour of Crocodiles. Two main steps of Crocodile behaviour are implemented, suc... 详细信息
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Hierarchical energy management system with multiple operation modes for hybrid DC microgrid
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INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS 2022年 141卷
作者: Kaysal, Ahmet Koroglu, Selim Oguz, Yuksel Afyon Kocatepe Univ Dept Elect Engn TR-03200 Afyon Turkey Pamukkale Univ Dept Elect & Elect Engn TR-20160 Denizli Turkey Afyon Kocatepe Univ Dept Elect & Elect Engn TR-03200 Afyon Turkey
This paper presents a developed energy management system (EMS) with a hierarchical three-level distributed control approach proposed for a photovoltaic/wind turbine/diesel generator with energy storage in an islanded ... 详细信息
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An Efficient Data-Driven Framework for Detecting Infeasible Solutions in Multiobjective Evolutionary Bilevel optimization
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IEEE Transactions on Evolutionary Computation 2024年
作者: Mejia-De-Dios, Jesus-Adolfo Rodriguez-Molina, Alejandro Mezura-Montes, Efren Universidad Autonoma de Coahuila Unidad Saltillo Centro de Investigación en Matemáticas Aplicadas Coahuila Saltillo25280 Mexico Universidad Autónoma de la Ciudad de México Colegio de Ciencia y Tecnología Mexico City06720 Mexico University of Veracruz Artificial Intelligence Research Institute Veracruz Xalapa91097 Mexico
Detecting infeasible solutions is an important challenge in black-box Multiobjective Bilevel optimization (MOBO) due to a lower-level (LL) optimization problem used as a constraint (along with equality and inequality ... 详细信息
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Energy Efficiency and Load optimization in Heterogeneous Networks through Dynamic Sleep Strategies: A Constraint-Based optimization Approach
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FUTURE INTERNET 2024年 第8期16卷 262页
作者: Shabbir, Amna Shirazi, Muhammad Faizan Rizvi, Safdar Ahmad, Sadique Ateya, Abdelhamied A. NED Univ Engn & Technol Dept Elect Engn Karachi 75270 Pakistan Massachusetts Gen Hosp Wellman Ctr Photomed Boston MA 02114 USA Bahria Univ Dept Comp Sci Karachi Campus Karachi 75000 Pakistan Prince Sultan Univ Coll Comp & Informat Sci EIAS Data Sci & Block Chain Lab Riyadh 11586 Saudi Arabia Zagazig Univ Dept Elect & Commun Engn Zagazig 44519 Egypt
This research endeavors to advance energy efficiency (EE) within heterogeneous networks (HetNets) through a comprehensive approach. Initially, we establish a foundational framework by implementing a two-tier network a... 详细信息
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A Rational Cooperative Foraging Based Grey Wolf Optimizer  6th
A Rational Cooperative Foraging Based Grey Wolf Optimizer
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6th International Conference on Information Systems and Management Science, ISMS 2023
作者: Gaidhane, Prashant J. Adam, Shirish G. Mahajan, Nilesh S. Nerkar, Sachin S. Government College of Engineering Jalgaon India RC Patel Institute of Technology Shirpur Shirpur India
In this paper, a rational cooperative foraging based  grey wolf optimizer (CFGWO) is proposed to enhance the performance of conventional grey wolf optimizer (GWO). It inherits the communicating behaviou... 详细信息
来源: 评论