Search Results - multi-objective (evolutionary OR evolution) algorithm

Multi-Objective Neural Evolutionary Algorithm for Combinatorial Optimization Problems by Shao, Yinan, Lin, Jerry Chun-Wei, Srivastava, Gautam, Guo, Dongdong, Zhang, Hongchun, Yi, Hu, Jolfaei, Alireza

“…). In this article, we present an end-to-end multi-objective neural evolutionary algorithm based on decomposition and dominance (MONEADD…”
Get full text

A dynamic dual-population co-evolution multi-objective evolutionary algorithm for constrained multi-objective optimization problems by Kong, Xiangsong, Yang, Yongkuan, Lv, Zhisheng, Zhao, Jing, Fu, Rong

“… This paper proposed a dynamic dual-population co-evolution multi-objective evolutionary algorithm (DDCMEA…”
Get full text

Multi-strategy multi-objective differential evolutionary algorithm with reinforcement learning by Han, Yupeng, Peng, Hu, Mei, Changrong, Cao, Lianglin, Deng, Changshou, Wang, Hui, Wu, Zhijian

“…Multiobjective evolutionary algorithms (MOEAs) have gained much attention due to their high effectiveness and efficiency in solving multiobjective optimization problems (MOPs…”
Get full text

A multi-objective differential evolutionary algorithm for constrained multi-objective optimization problems with low feasible ratio by Yang, Yongkuan, Liu, Jianchang, Tan, Shubin, Wang, Honghai

“…Most current evolutionary multi-objective optimization (EMO) algorithms perform well on multi-objective optimization problems without constraints…”
Get full text

A multi-objective evolutionary algorithm based on dimension exploration and discrepancy evolution for UAV path planning problem by Xu, Xiuju, Xie, Chengyu, Luo, Zongfu, Zhang, Chuanfu, Zhang, Tao

Get full text

Solving multi-objective optimal power flow problem via forced initialised differential evolution algorithm by Shaheen, Abdullah M., El-Sehiemy, Ragab A., Farrag, Sobhy M.

“…This study proposes a multi-objective differential evolution algorithm (MO-DEA) based on forced initialisation to solve the optimal power flow (OPF) problem…”
Get full text

A dual-population algorithm based on alternative evolution and degeneration for solving constrained multi-objective optimization problems by Zou, Juan, Sun, Ruiqing, Yang, Shengxiang, Zheng, Jinhua

“… To solve this problem, we propose a dual-population multi-objective optimization evolutionary algorithm…”
Get full text

Adaptive crossover operator based multi-objective binary genetic algorithm for feature selection in classification by Xue, Yu, Zhu, Haokai, Liang, Jiayu, Słowik, Adam

“… Generally speaking, feature selection can be considered as a multi-objective optimization problem…”
Get full text

Multi-objective evolution strategy for multimodal multi-objective optimization by Zhang, Kai, Chen, Minshi, Xu, Xin, Yen, Gary G.

“…In the past decades, various effective and efficient multi-objective evolutionary algorithms (MOEAs…”
Get full text

Cultural transmission based multi-objective evolution strategy for evolutionary multitasking by Xu, Zhiwei, Liu, Xiaoming, Zhang, Kai, He, Juanjuan

“…In recent years, many efficient evolutionary multitasking (EMT) algorithms have been proposed to solve multi-objective multi-task optimization problems…”
Get full text

Classification of COVID-19 patients from chest CT images using multi-objective differential evolution–based convolutional neural networks by Singh, Dilbag, Kumar, Vijay, Vaishali, Kaur, Manjit

“…Early classification of 2019 novel coronavirus disease (COVID-19) is essential for disease cure and control. Compared with reverse-transcription polymerase…”
Get full text

A two-archive model based evolutionary algorithm for multimodal multi-objective optimization problems by Hu, Yi, Wang, Jie, Liang, Jing, Wang, Yanli, Ashraf, Usman, Yue, Caitong, Yu, Kunjie

“…Multimodal multi-objective optimization (MMO) can offer more elegant solutions and provide diverse decisions to decision-makers in real world optimization problems…”
Get full text

Multi-objective evolutionary algorithm based on RBF network for solving the stochastic vehicle routing problem by Niu, Yunyun, Shao, Jie, Xiao, Jianhua, Song, Wen, Cao, Zhiguang

“… Most multi-objective evolutionary algorithm dealing with this problem update current population without any guidance from previous searching experience…”
Get full text

A dual-time dual-population multi-objective evolutionary algorithm with application to the portfolio optimization problem by Song, Yingjie, Han, Lihuan, Zhang, Bin, Deng, Wu

“…The article proposes a dual-time dual-population multi-objective evolutionary algorithm, DTDP-EAMO, to address the challenges faced by multi-objective differential evolution algorithms in solving…”
Get full text

A multi-objective evolutionary algorithm for steady-state constrained multi-objective optimization problems by Yang, Yongkuan, Liu, Jianchang, Tan, Shubin

“…Many multi-objective evolutionary algorithms (MOEAs) are developed to solve constrained multi-objective optimization problems (CMOPs…”
Get full text

Multi-objective energy management for Atkinson cycle engine and series hybrid electric vehicle based on evolutionary NSGA-II algorithm using digital twins by Li, Yangyang, Wang, Shuqian, Duan, Xiongbo, Liu, Shujing, Liu, Jingping, Hu, Song

“… software, MATLAB/Simulink software and multi objective evolutionary optimization using evolutionary non-dominated sorting genetic algorithm…”
Get full text

A novel hybrid antlion optimization algorithm for multi-objective task scheduling problems in cloud computing environments by Abualigah, Laith, Diabat, Ali

“… We present a novel hybrid antlion optimization algorithm with elite-based differential evolution for solving multi-objective task scheduling problems in cloud computing environments…”
Get full text

Decomposition-based multi-objective evolutionary algorithm with customized evolution strategy according to population state by Chen, Lexing, Li, Taiyong, Zhu, Donglin, Deng, Wu

“…Multi-objective evolutionary algorithms (MOEAs) are designed to obtain a set of solutions that closely approximate the Pareto front and maintain uniform distribution along…”
Get full text

A competitive mechanism based multi-objective differential evolution algorithm and its application in feature selection by Pan, Jeng-Shyang, Liu, Nengxian, Chu, Shu-Chuan

“…A large number of evolutionary algorithms have been introduced for multi-objective optimization problems in the past two decades…”
Get full text

Scheduling of Continuous Annealing With a Multi-Objective Differential Evolution Algorithm Based on Deep Reinforcement Learning by Li, Tianyang, Meng, Ying, Tang, Lixin

“… In this paper, we formulate a multi-objective optimization model for the problem and develop an adaptive multi-objective differential evolutionary based on deep reinforcement learning (AMODE-DRL…”
Get full text