Search Results - "many-objective evolutionary algorithm"

MO4: A Many-Objective Evolutionary Algorithm for Protein Structure Prediction by Lei, Zhenyu, Gao, Shangce, Zhang, Zhiming, Zhou, MengChu, Cheng, Jiujun

“…Protein structure prediction (PSP) problems are a major biocomputing challenge, owing to its scientific intrinsic that assists researchers to understand the…”
Get full text

A hybrid recommendation system with many-objective evolutionary algorithm by Cai, Xingjuan, Hu, Zhaoming, Zhao, Peng, Zhang, WenSheng, Chen, Jinjun

“…•Recommend the more and novel items based on accurate and diverse recommendations.•Mixing multiple recommendation technologies to improve recommendation…”
Get full text

A Many-Objective Evolutionary Algorithm With Pareto-Adaptive Reference Points by Xiang, Yi, Zhou, Yuren, Yang, Xiaowei, Huang, Han

“…We propose a new many-objective evolutionary algorithm with Pareto-adaptive reference points…”
Get full text

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

“… Indicator-based many-objective evolutionary algorithms (MaOEAs) have been proposed to address this issue by enhancing the environmental selection…”
Get full text

An efficient interval many-objective evolutionary algorithm for cloud task scheduling problem under uncertainty by 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…”
Get full text

A performance approximation assisted expensive many-objective evolutionary algorithm by 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,…”
Get full text

Evolution Strategy-Based Many-Objective Evolutionary Algorithm Through Vector Equilibrium by 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 solutions for high-dimensional many-objective optimization problems (MaOPs…”
Get full text

Many-Objective Evolutionary Algorithm: Objective Space Reduction and Diversity Improvement by Zhenan He, Yen, Gary G.

“…Evolutionary algorithms have been successfully applied for exploring both converged and diversified approximate Pareto-optimal fronts in multiobjective…”
Get full text

AnD: A many-objective evolutionary algorithm with angle-based selection and shift-based density estimation by Liu, Zhi-Zhong, Wang, Yong, Huang, Pei-Qiu

“…•We design AnD as an alternative MaOEA, which has a simple structure, few parameters, and no complicated operators. More importantly, AnD is different from…”
Get full text

Many-objective evolutionary algorithm based agricultural mobile robot route planning by Zhang, Xinhao, Guo, Yu, Yang, Jinqi, Li, Daoliang, Wang, Yang, Zhao, Ran

“… Many-objective Evolutionary Algorithm is used to solve the route planning problem of agricultural mobile robots under the premise of minimizing…”
Get full text

A Fuzzy Decomposition-Based Multi/Many-Objective Evolutionary Algorithm by Liu, Songbai, Lin, Qiuzhen, Tan, Kay Chen, Gong, Maoguo, Coello Coello, Carlos A.

“…Performance of multi/many-objective evolutionary algorithms (MOEAs) based on decomposition is highly impacted by the Pareto front (PF…”
Get full text

On the estimation of pareto front and dimensional similarity in many-objective evolutionary algorithm by Li, Li, Yen, Gary G., Sahoo, Avimanyu, Chang, Liang, Gu, Tianlong

“…•We propose an on-line Pareto front shape estimation strategy for adaptive selection. We use achievement scalarizing function to locate the pivotal point,…”
Get full text

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

“…•A hybrid many-objective evolutionary algorithm (HMEA) is proposed for the MaOFJSP_T…”
Get full text

A space sampling based large-scale many-objective evolutionary algorithm by Gao, Xiaoxin, He, Fazhi, Duan, Yansong, Ye, Chuanlong, Bai, Junwei, Zhang, Chen

“… With this in mind, a space sampling based large-scale many-objective evolutionary algorithm (LSMaOEA) is proposed in this article…”
Get full text

A New Many-Objective Evolutionary Algorithm Based on Generalized Pareto Dominance by Zhu, Shuwei, Xu, Lihong, Goodman, Erik D., Lu, Zhichao

“…In the past several years, it has become apparent that the effectiveness of Pareto-dominance-based multiobjective evolutionary algorithms deteriorates…”
Get full text

A Localized High-Fidelity-Dominance-Based Many-Objective Evolutionary Algorithm by Saxena, Dhish Kumar, Mittal, Sukrit, Kapoor, Sarang, Deb, Kalyanmoy

“… This principle has been implemented in a reference-vector-based framework, leading to a computationally efficient many-objective evolutionary algorithm…”
Get full text

SEA: Many-objective evolutionary algorithm with selection evolution strategy by Zhang, Quan, Yang, Na, Wu, Ying, Tang, Zhenzhou

“…Balancing the convergence and diversity of the population is crucial for solving multi-objective problems. As the number of objectives increases, the inherent…”
Get full text

Self-Organizing Map-Based Weight Design for Decomposition-Based Many-Objective Evolutionary Algorithm by Gu, Fangqing, Cheung, Yiu-Ming

“…Many-objective optimization problems (MaOPs), in which the number of objectives is greater than three, are undoubtedly more challenging compared with the bi-…”
Get full text

Many-Objective Evolutionary Algorithm with Adaptive Reference Vector by Zhang, Maoqing, Wang, Lei, Li, Wuzhao, Hu, Bo, Li, Dongyang, Wu, Qidi

“…•It is observed that regular convergence indicators are more focused on the convergence and may neglect the extent of the spread.•This paper designs an…”
Get full text

Many-Objective Evolutionary Algorithm based on Dominance Degree by Zhang, Maoqing, Wang, Lei, Guo, Weian, Li, Wuzhao, Pang, Junwei, Min, Jun, Liu, Hanwei, Wu, Qidi

“…For many-objective optimization problems, the comparability of non-dominated solutions is always an essential and fundamental issue. Due to the inefficiency of…”
Get full text