Search Results - "Estimation of Distribution Algorithm"

An Estimation of Distribution Algorithm for Mixed-Variable Newsvendor Problems by Wang, Feng, Li, Yixuan, Zhou, Aimin, Tang, Ke

“…As one of the classical problems in the economic market, the newsvendor problem aims to make maximal profit by determining the optimal order quantity of…”
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RM-MEDA: A Regularity Model-Based Multiobjective Estimation of Distribution Algorithm by Qingfu Zhang, Qingfu Zhang, Aimin Zhou, Aimin Zhou, Yaochu Jin, Yaochu Jin

“…)-D manifold, where m is the number of objectives. Based on this regularity property, we propose a regularity model-based multiobjective estimation of distribution algorithm (RM-MEDA…”
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Knowledge-Based Reinforcement Learning and Estimation of Distribution Algorithm for Flexible Job Shop Scheduling Problem by Du, Yu, Li, Jun-qing, Chen, Xiao-long, Duan, Pei-yong, Pan, Quan-ke

“… Both maximum completion time and total electricity price are optimized simultaneously. A hybrid multi-objective optimization algorithm of estimation of distribution algorithm and deep Q-network is proposed to solve…”
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An improved differential evolution by hybridizing with estimation-of-distribution algorithm by Li, Yintong, Han, Tong, Tang, Shangqin, Huang, Changqiang, Zhou, Huan, Wang, Yuan

“…To fully exploit the strong exploitation of differential evolution (DE) and the strong exploration of the estimation-of-distribution algorithm (EDA…”
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Surrogate-Assisted Hybrid-Model Estimation of Distribution Algorithm for Mixed-Variable Hyperparameters Optimization in Convolutional Neural Networks by Li, Jian-Yu, Zhan, Zhi-Hui, Xu, Jin, Kwong, Sam, Zhang, Jun

“…) the expensive computational cost for evaluating candidate hyperparameters configuration. Therefore, this article focuses on these three issues and proposes a novel estimation of distribution algorithm (EDA…”
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A hybrid estimation of distribution algorithm for distributed flexible job shop scheduling with crane transportations by Du, Yu, Li, Jun-qing, Luo, Chao, Meng, Lei-lei

“…•A hybrid algorithm of estimation of distribution algorithm (EDA) and variable neighborhood search (VNS…”
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A Two-Stage Estimation of Distribution Algorithm With Heuristics for Energy-Aware Cloud Workflow Scheduling by Xie, Yi, Wang, Xue-Yi, Shen, Zi-Jun, Sheng, Yu-Han, Wu, Gong-Xing

“… To fill these gaps, a new model for estimating the energy consumption of the cloud workflow execution and a novel Two-Stage Estimation of Distribution Algorithm with heuristics (TSEDA…”
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An Estimation of Distribution Algorithm Based on Variational Bayesian for Point-Set Registration by Cao, Hualong, He, Qiqi, Wang, Haifeng, Xiong, Zenghui, Zhang, Ni, Yang, Yang

“… To solve this problem, we propose a robust registration algorithm based on the estimation of distribution algorithm (EDA…”
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A matrix cube-based estimation of distribution algorithm for the energy-efficient distributed assembly permutation flow-shop scheduling problem by Zhang, Zi-Qi, Hu, Rong, Qian, Bin, Jin, Huai-Ping, Wang, Ling, Yang, Jian-Bo

“…•Two speed adjustment strategies are proposed to enhance the performance of MCEDA. In this paper, a matrix-cube-based estimation of distribution algorithm (MCEDA…”
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A coevolutionary estimation of distribution algorithm based on dynamic differential grouping for mixed-variable optimization problems by Huang, Shijia, Wang, Zhe, Ge, Yang, Wang, Feng

“… How to solve MVOPs efficiently has been a challengeable issue. In this paper, we propose a mixed-variable optimization algorithm called coevolutionary estimation of distribution algorithm (CoEDAmv…”
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An effective estimation of distribution algorithm for solving the distributed permutation flow-shop scheduling problem by Wang, Sheng-yao, Wang, Ling, Liu, Min, Xu, Ye

“…In this paper, an effective estimation of distribution algorithm (EDA) is proposed to solve the distributed permutation flow-shop scheduling problem (DPFSP…”
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An incremental-learning model-based multiobjective estimation of distribution algorithm by Liu, Tingrui, Li, Xin, Tan, Liguo, Song, Shenmin

“…Knowledge obtained from the properties of a Pareto-optimal set can guide an evolutionary search. Learning models for multiobjective estimation of distributions…”
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Estimation of Distribution Algorithm for Grammar-Guided Genetic Programming by Criado, Pablo Ramos, Rolanía, D Barrios, de la Hoz, David, Manrique, Daniel

“… This paper presents an estimation of distribution algorithm for grammar-guided genetic programming to overcome this difficulty and thus increase the performance of the evolutionary algorithm…”
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Scheduling optimization of underground mine trackless transportation based on improved estimation of distribution algorithm by Li, Ning, Wu, Yahui, Ye, Haiwang, Wang, Liguan, Wang, Qizhou, Jia, Mingtao

“… This paper proposes a truck scheduling optimization method for underground mine trackless transportation based on an improved estimation of distribution algorithm to address the truck scheduling…”
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An efficient mixture sampling model for gaussian estimation of distribution algorithm by Dang, Qianlong, Gao, Weifeng, Gong, Maoguo

“…Estimation of distribution algorithm (EDA) is a stochastic optimization algorithm based on probability distribution model and has been widely applied in global optimization…”
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Scheduling of stochastic distributed hybrid flow-shop by hybrid estimation of distribution algorithm and proximal policy optimization by Luo, Lin, Yan, Xuesong

“… In this paper, a hybrid optimization algorithm of estimation of distribution algorithm and proximal policy optimization (EDA/PPO…”
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An Adaptive Estimation of Distribution Algorithm for Multipolicy Insurance Investment Planning by Shi, Wen, Chen, Wei-Neng, Lin, Ying, Gu, Tianlong, Kwong, Sam, Zhang, Jun

“… In this paper, we aim to propose a practical approach to multipolicy insurance investment planning with a data-driven model and an estimation of distribution algorithm (EDA…”
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An Estimation of Distribution Algorithm With Cheap and Expensive Local Search Methods by Zhou, Aimin, Sun, Jianyong, Zhang, Qingfu

“…In an estimation of distribution algorithm (EDA), global population distribution is modeled by a probabilistic model, from which new trial solutions are sampled, whereas individual location information is not directly and fully exploited…”
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Maximizing Lifetime of Range-Adjustable Wireless Sensor Networks: A Neighborhood-Based Estimation of Distribution Algorithm by Chen, Zong-Gan, Lin, Ying, Gong, Yue-Jiao, Zhan, Zhi-Hui, Zhang, Jun

“…). This article proposes a neighborhood-based estimation of distribution algorithm (NEDA) to address it in a recursive manner…”
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Adaptive archive exploitation for Gaussian estimation of distribution algorithm: Adaptive archive exploitation for Gaussian by Zhao, Dongmin, Tian, Yi, Zeng, Lingshun, Liang, Chunquan

“…The Gaussian Estimation of Distribution Algorithm (GEDA) is a fundamental evolutionary algorithm widely applied to continuous optimization problems but often encounters premature convergence…”
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