Výsledky vyhledávání - "Many-objective evolutionary algorithm"

Visualization and Performance Metric in Many-Objective Optimization Autor Zhenan He, Yen, Gary G.

“…Visualization of population in a high-dimensional objective space throughout the evolution process presents an attractive feature that could be well exploited…”
Získat plný text

An efficient interval many-objective evolutionary algorithm for cloud task scheduling problem under uncertainty Autor Zhang, Zhixia, Zhao, Mengkai, Wang, Hui, Cui, Zhihua, Zhang, Wensheng

“…Task scheduling is an important research direction in cloud computing. The current research on task scheduling considers mainly the design of scheduling…”
Získat plný text

A Many-Objective Evolutionary Algorithm With Enhanced Mating and Environmental Selections Autor Jixiang Cheng, Yen, Gary G., Gexiang Zhang

“…Multiobjective evolutionary algorithms have become prevalent and efficient approaches for solving multiobjective optimization problems. However, their…”
Získat plný text

Many-objective optimization of feature selection based on two-level particle cooperation Autor Zhou, Yu, Kang, Junhao, Guo, Hainan

“…•Feature selection (FS) of high-dimensional data is reformulated as a many-objective optimization problem (MaOP) , consisting of three objectives to be…”
Získat plný text

Improved strength Pareto evolutionary algorithm based on reference direction and coordinated selection strategy Autor Gu, Qinghua, Chen, Siqi, Jiang, Song, Xiong, Naixue

“…In the field of evolutionary algorithms, Pareto‐based algorithms are less effective when more than three objectives are encountered, due to the lack of…”
Získat plný text

Stochastic Ranking Algorithm for Many-Objective Optimization Based on Multiple Indicators Autor Li, Bingdong, Tang, Ke, Li, Jinlong, Yao, Xin

“…Traditional multiobjective evolutionary algorithms face a great challenge when dealing with many objectives. This is due to a high proportion of nondominated…”
Získat plný text

The global evaluation strategy for many‐objective partial collaborative computation offloading problem Autor Xue, Zhaoyu, Guo, Wanwan, Cui, Zhihua, Zhang, Wensheng

“…Summary With the number of services expanding in the Internet of Things (IoT), the limited resources of user terminals are insufficient to satisfy the…”
Získat plný text

Explicable recommendation based on knowledge graph Autor Cai, Xingjuan, Xie, Lijie, Tian, Rui, Cui, Zhihua

“…•Explainable recommendation model is proposed to improve recommended performance.•Precision, diversity, novelty and explainability are optimized…”
Získat plný text

Many-objective cloud manufacturing service selection and scheduling with an evolutionary algorithm based on adaptive environment selection strategy Autor Wang, Tianri, Zhang, Pengzhi, Liu, Juan, Zhang, Minmin

“…Cloud manufacturing service selection and scheduling (CMSSS) problem has obtained wide attentions in recent years. However, most existing methods describe this…”
Získat plný text

A hybrid many-objective evolutionary algorithm for flexible job-shop scheduling problem with transportation and setup times Autor Sun, Jinghe, Zhang, Guohui, Lu, Jiao, Zhang, Wenqiang

“…•A hybrid many-objective evolutionary algorithm (HMEA) is proposed for the MaOFJSP_T/S.•A new mathematical model and network graph model are formulated.•A…”
Získat plný text

A Many-objective Optimized Sharding Scheme for Blockchain Performance Improvement in End-Edge Enabled Internet of Things Autor Cui, Zhihua, Xue, Zhaoyu, Ma, Yanan, Cai, Xingjuan, Chen, Jinjun

“…This paper establishes an edge computing architecture based on blockchain sharding to apply blockchain technology at the edge layer. The tasks offloaded to the…”
Získat plný text

A performance approximation assisted expensive many-objective evolutionary algorithm Autor Wang, Hao, Sun, Chaoli, Xie, Gang, Gao, Xiao-Zhi, Akhtar, Farooq

“…Surrogate-assisted multi-objective evolutionary algorithms have been paid much attention to solve expensive multi-objective problems in recent years. However,…”
Získat plný text

A bi-level many-objective programming approach for the cloud manufacturing scheduling problem considering user preference Autor Wang, Tianri, Zhang, Yujiao, Liu, Juan, Xue, Yongmei

“…•We introduce the synergy effect objective into CMTS problem.•A bi-level many-objective CMTSUP optimization model is developed.•A novel MaOEA-UP algorithm…”
Získat plný text

A many‐objective optimization based intelligent algorithm for virtual machine migration in mobile edge computing Autor Fan, Tian, Guo, Wanwan, Zhang, Zhixia, Cui, Zhihua

“…Summary With the rapid development of big data, the explosive growth of data promotes the progress of the Internet of Things (IoT). Because it is hard for…”
Získat plný text

A many-objective evolutionary algorithm for solving computation offloading problems under uncertain communication conditions Autor Li, Qi, Shi, Zhenyu, Xue, Zhaoyu, Cui, Zhihua, Xu, Yubin

Získat plný text

Evolution Strategy-Based Many-Objective Evolutionary Algorithm Through Vector Equilibrium Autor Zhang, Kai, Xu, Zhiwei, Xie, Shengli, Yen, Gary G.

“…In recent years, numerous many-objective evolutionary algorithms (MaOEAs) have been developed to search for well-diversified and well-converged Pareto optimal…”
Získat plný text

A many-objective evolutionary algorithm based on constraints for collaborative computation offloading Autor Cui, Zhihua, Xue, Zhaoyu, Fan, Tian, Cai, Xingjuan, Zhang, Wensheng

“…This paper designs a many-objective optimized edge and terminal collaborative computation offloading (MaOETCCO) model to give full play to the performance…”
Získat plný text

Communication-efficient federated recommendation model based on many-objective evolutionary algorithm Autor Cui, Zhihua, Wen, Jie, Lan, Yang, Zhang, Zhixia, Cai, Jianghui

“…•A novel communication-efficient federated recommendation model is proposed.•A many-objective evolutionary method is used to achieve parameter…”
Získat plný text

Multifaceted evolution focused on maximal exploitation of domain knowledge for the consensus inference of Gene Regulatory Networks Autor Segura-Ortiz, Adrián, Giménez-Orenga, Karen, García-Nieto, José, Oltra, Elisa, Aldana-Montes, José F.

“…The inference of gene regulatory networks (GRNs) is a fundamental challenge in systems biology, aiming to decipher gene interactions from expression data…”
Získat plný text

An Indicator-Based Many-Objective Evolutionary Algorithm With Boundary Protection Autor Liang, Zhengping, Luo, Tingting, Hu, Kaifeng, Ma, Xiaoliang, Zhu, Zexuan

“…Many-objective optimization problems (MaOPs) pose a big challenge to the traditional Pareto-based multiobjective evolutionary algorithms (MOEAs). As the number…”
Získat plný text