Search多目标优化returned 62 results

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1

Robot cooperative area search based on multi-objective seagull optimization algorithm

基于MOSOA的机器人协同区域搜索

Li Xian

Zhang Yamin

Huang Junwei

multi-objective optimization algorithm

seagull behavior-inspired

neighborhood crowding degree

dynamic archive control

adaptive update rules

Accepted Paper No. 6, 2026 : doi:10.19734/j.issn.1001-3695.2025.09.0403

2

Supplier selection and order allocation for overseas manufacturing bases considering product reliability

考虑产品可靠性的海外制造基地供应商选择与订单分配

Shao Yongzheng

Wang Guoqiang

Ren Dongyan

Wang Yuqi

Luo He

overseas manufacturing bases

suppliers

costs

reliability

multi-objective optimization

NSGA-II.

Accepted Paper No. 6, 2026 : doi:10.19734/j.issn.1001-3695.2025.11.0414

3

Multi-robot coverage path planning based on region division and position optimization

基于区域划分与位置优化的多机器人覆盖路径规划

Wu Tianlong

Peng Yuhui

Huang Honglong

Huang Xiao

multi-robot

coverage path planning

regional division

multi-objective optimization

motpe

Accepted Paper No. 5, 2026 : doi:10.19734/j.issn.1001-3695.2025.08.0398

4

Multi-objective multi-task evolutionary algorithm with dynamic knowledge selection and adaptive transfer

动态知识选择与自适应迁移的多目标多任务进化算法

Li Tao

Ma Haoyue

Li Xingchen

Xu Jiucheng

evolutionary multitasking

multi-objective optimization

knowledge transfer

evolutionary computation

convergence and diversity

No. 3, 2026 : 757-765 doi:10.19734/j.issn.1001-3695.2025.08.0275

5

Sparse large-scale multi-objective optimization algorithm incorporating dynamic fuzzy perturbation and feature guidance

融合动态模糊扰动和特征引导的稀疏大规模多目标优化算法

Li Tong

Gu Qinghua

Wang Qian

Luo Jiale

Wang Jianguo

large-scale sparse multi-objective optimization

dynamic fuzzy perturbation

feature-guided adaptive crossover

two-stage parameter self-adaptive control

bimodal membership competitive decision-making

No. 12, 2025 : 3651-3659 doi:10.19734/j.issn.1001-3695.2025.04.0113

6

Multi-objective cooperative scheduling optimization for truck-drone systems in earthquake emergency rescue operations

地震应急救援中卡车-无人机多目标协同调度问题及优化算法

Liu Yong

Chen Zhuo

Ma Liang

earthquake risk zones

multi-truck-multi-drone collaborative scheduling

rescue satisfaction

memory backtracking strategy

multi-objective optimization

No. 12, 2025 : 3660-3667 doi:10.19734/j.issn.1001-3695.2025.03.0111

7

Multi-objective adaptive particle swarm optimization algorithm with environment recognition and application

基于环境识别策略的多目标自适应粒子群算法及应用

Wu Baotong

Shu Ruoqi

Chen Zhixiang

particle swarm algorithm

evolutionary computation

adaptive learning

multi-objective optimization

multi-stage production problem

No. 10, 2025 : 2980-2988 doi:10.19734/j.issn.1001-3695.2025.04.0090

8

Puma-guided Pareto optimization for efficient multi-objective prompt generation

基于Puma算法引导帕累托前沿的高效多目标提示优化方法

Dong Xiangqian

Xiao Zheng

prompt optimization

multi-objective optimization

Puma algorithm

Pareto optimality

large language model

No. 10, 2025 : 3041-3052 doi:10.19734/j.issn.1001-3695.2025.03.0074

9

Surrogate-assisted multi-objective evolutionary algorithm based on determinantal point processes

一种基于行列式点过程的代理模型辅助多目标进化算法

Wu Zicong

Li Jinlong

surrogate-assisted multi-objective optimization

evolutionary algorithm

surrogate management

environmental selection

determinantal point processes

convergence

diversity

No. 9, 2025 : 2607-2613 doi:10.19734/j.issn.1001-3695.2025.03.0037

10

Cloud computing task scheduling algorithm based on two-stage adaptive search

一种基于两阶段自适应搜索的云计算任务调度算法

Sun Chaoli

Zhang Aolong

Liu Xiaotong

Que Lingyan

Zhao Zhicheng

cloud computing

adaptive search

task scheduling

multi-objective optimization

preference classification

No. 9, 2025 : 2730-2738 doi:10.19734/j.issn.1001-3695.2025.01.0013

11

Dual-state adaptive stochastic double Q-learning routing algorithm for UAV Ad hoc networks

无人机自组织网络中双态自适应的随机双Q学习路由算法

Sun Chen

Wan Jiamei

Yu Suqi

Shu Jian

UAV Ad hoc networks(UANETs)

routing algorithm

dual-state adaptive strategy

stochastic double Qlearning

multi-objective optimization technology

No. 9, 2025 : 2800-2809 doi:10.19734/j.issn.1001-3695.2025.02.0040

12

Reinforcement learning based co-evolutionary algorithm for solving flexible job shop energy efficient scheduling problem

基于强化学习协同进化算法求解柔性作业车间节能调度问题

Zhang Guohui

Li Zhixiao

Zhang Liping

Zhang Wenqiang

Yu Nana

flexible job shop scheduling

Q-learning

improved NSGA-Ⅱ

multi-objective optimization

No. 7, 2025 : 2039-2047 doi:10.19734/j.issn.1001-3695.2024.11.0479

13

Robust service composition method for cloud manufacturing based on improved multi-objective whale optimization algorithm

基于改进多目标鲸鱼优化算法的云制造鲁棒服务组合方法

Yin Zuheng

Xu Hongzhen

service composition

cloud manufacturing

multi-objective optimization

robustness

whale optimization algorithm

No. 6, 2025 : 1698-1705 doi:10.19734/j.issn.1001-3695.2024.10.0443

14

Constrained multi-objective task offloading optimization method based on weight networks

一种基于权重网络的约束多目标任务卸载优化方法

Zhao Wenzhuo

Tang Hong

Feng Chen

Dai Jiayu

edge computing

task offloading

multi-objective optimization

weighted network

No. 5, 2025 : 1447-1452 doi:10.19734/j.issn.1001-3695.2024.09.0356

15

Multi-strategy ride-hailing dispatching algorithm based on spatio-temporal prediction

基于时空预测的多策略网约车调度算法

Guo Yuhan

Qian Yiyang

Qian Yaguan

demand-forecasting

multi-objective optimization

vehicle-scheduling

transportation

solution search

No. 4, 2025 : 1034-1043 doi:10.19734/j.issn.1001-3695.2024.09.0339

16

Location model and optimization algorithm of recycling chain store in multi-objective dual-element closed-loop supply chain

多目标双元闭环供应链回收连锁店选址模型及优化算法

Wei Xin

Zhang Yuheng

Zhang Huizhen

Ma Liang

location problem

recycling chain stores

multi-objective optimization

mushroom reproduction algorithm

No. 3, 2025 : 818-824 doi:10.19734/j.issn.1001-3695.2024.07.0302

17

Multi-objective deep reinforcement learning model based on operator learning for solving fire facility location problems

基于算子学习的多目标深度强化学习模型求解消防设施选址问题

Liu Yong

Liu Yuxuan

Ma Liang

deep reinforcement learning

operator learning

optimization operators

multi-objective optimization

fire facility siting problem

No. 2, 2025 : 477-485 doi:10.19734/j.issn.1001-3695.2024.06.0276

18

Advances of optimization algorithm via neural network computing for EDA

基于神经网络的优化算法在EDA中应用研究进展

Zhao Chenhui

He Shan

Liu Xianming

Guo Donghui

electronic design automation(EDA)

nonlinear programming

multi-objective optimization

neural network

optimization calculation

No. 1, 2025 : 1-10 doi:10.19734/j.issn.1001-3695.2024.05.0171

19

Dynamic multi-objective optimization algorithm based on Holt’s differential prediction correction

基于Holt差分预测校正的动态多目标优化算法

Liu Zhilin

Kang Lanlan

Dong Wenyong

dynamic multi-objective optimization

prediction correction

environment perception

reference points

No. 12, 2024 : 3701-3709 doi:10.19734/j.issn.1001-3695.2024.04.0124

20

Interpretability enhancement model of random forest using ensemble pruning and multi-objective evolutionary algorithm

利用集成剪枝和多目标优化算法的随机森林可解释增强模型

Li Yang

Liao Mengjie

Zhang Jian

random forest

interpretability enhancement

ensemble pruning

rule extraction

multi-objective evolutionary algorithm

No. 10, 2024 : 2947-2954 doi:10.19734/j.issn.1001-3695.2024.02.0047

21

Automatic layout of interior space based on improved MH algorithm

基于改进MH算法的室内空间自动布局

Cao Li

Cheng Xiang

Zhang Zhan

indoor scene layout

parametric expression of layout parameters

multi-objective optimization

MetropolisHastings algorithm

public space design

No. 10, 2024 : 3087-3092 doi:10.19734/j.issn.1001-3695.2024.01.0023

22

Multimodal multi-objective brain storm optimization algorithm based on zoning search and reinforcement learning

基于分区搜索和强化学习的多模态多目标头脑风暴优化算法

Li Xin

Yu Moduo

Jiang Qingchao

Fan Qinqin

multimodal multi-objective optimization(MMO)

brain storm optimization algorithm

reinforcement learning

SARSA algorithm

zoning search

No. 8, 2024 : 2374-2383 doi:10.19734/j.issn.1001-3695.2023.12.0588

23

Multi-objective wolf pack algorithm with elite guidance and information interaction

精英引导和信息交互的多目标狼群算法

Chen Fujun

Wu Runxiu

Xiao Renbin

Wang Hui

Zhao Jia

wolf pack algorithm

multi-objective optimization

elite guidance

information interaction

variational operator

No. 8, 2024 : 2404-2411 doi:10.19734/j.issn.1001-3695.2023.12.0587

24

Evolutionary algorithm using dimensionality reduction for sparse multi-objective optimization

基于自变量简约的大规模稀疏多目标优化

Qiu Xueyao

Gu Fangqing

locality preserving projection

multi-objective evolutionary algorithm

large-scale sparse multi-objective optimization problems

No. 6, 2024 : 1663-1668 doi:10.19734/j.issn.1001-3695.2023.10.0522

25

Parameter optimization of master-slave PID controller based on improved MOEAD algorithm

基于改进MOEAD算法的主从式PID控制器参数寻优

Hu Ying

Lyu Chang

Yuan Jiachen

synchronous control

multi objective optimization

simulation

PID control

No. 5, 2024 : 1434-1440 doi:10.19734/j.issn.1001-3695.2023.09.0400

26

Edge server placement method based on user density and average access time

基于用户密度和平均访问时间的边缘服务器放置方法

Hu Chunjie

Liu Jing

Zheng Wenxiang

mobile edge computing

edge server placement

multi-objective optimization

sea horse optimizer

genetic algorithm

No. 5, 2024 : 1448-1455 doi:10.19734/j.issn.1001-3695.2023.09.0413

27

Computing first edge server deployment algorithm for computing first network

算力网络下的算力边缘服务器部署算法

Zhang Gang

Hu Peng

computing first edge server(CFES)

computing first network(CFN)

deployment problem

genetic algorithm

multi-objective optimization with constraints

No. 5, 2024 : 1527-1531 doi:10.19734/j.issn.1001-3695.2023.08.0391

28

Task offload in edge computing based on evolutionary multi task multi-objective optimization

基于进化多任务多目标优化的边缘计算任务卸载

Kong Shan

Zheng Yuqi

mobile edge computing

multi-objective optimization

multi-task evolutionary optimization

task offloading

No. 4, 2024 : 1164-1170 doi:10.19734/j.issn.1001-3695.2023.08.0360

29

Accelerated particle swarm optimization algorithm for container deployment in cloud environments

云环境下实现容器部署的加速粒子群优化算法

Lu Haifeng

Zhao Jialing

Ouyang Xueming

Zhou Naqin

Zuo Liyun

cloud computing

microservices

container

accelerated particle swarm optimization

multi-objective optimization

No. 3, 2024 : 756-763 doi:10.19734/j.issn.1001-3695.2023.07.0312

30

Ship thrust allocation method based on multi-strategy improved whale algorithm

基于多策略改进鲸鱼算法的船舶推力分配方法

Liu Ming

thrust allocation

dynamic positioning

WOA

multi-constraint and multi-objective optimization

No. 3, 2024 : 831-835,853 doi:10.19734/j.issn.1001-3695.2023.07.0307

31

Improved squirrel search algorithm to solve distributed energy-efficient flexible scheduling

改进松鼠搜索算法求解分布式节能柔性调度

Zeng Liang

Shi Junyang

Wang Shanshan

Li Weigang

squirrel search algorithm

distributed flexible Job-Shop scheduling

energy-efficient scheduling

multi-objective optimization

optimization algorithm

No. 3, 2024 : 848-853 doi:10.19734/j.issn.1001-3695.2023.07.0334

32

Frequency-hopping sequence design method based on large-scale multi-objective optimization

基于大规模多目标优化的跳频序列设计方法

Zhang Yiheng

Liu Yi'an

Song Hailing

anti-jamming

frequency-hopping sequence(FHS)

large-scale multi-objective optimization

shuffle strategy

opposition-based learning

No. 3, 2024 : 887-893 doi:10.19734/j.issn.1001-3695.2023.08.0336

33

Federated learning evolutionary algorithm based on multi-objective optimization

基于多目标优化的联邦学习进化算法

Hu Zhiyong

Yu Qiancheng

Wang Zhici

Zhang Lisi

federated learning

multi-objective optimization

NSGA-Ⅲ algorithm

local differential privacy

parameters optimization

No. 2, 2024 : 415-420,437 doi:10.19734/j.issn.1001-3695.2023.05.0235

34

Automatic extraction and optimization enhancement of ABAC policy driven by access control log

访问控制日志驱动的ABAC策略自动提取与优化增强

Xia Tong

Yuan Lingyun

Che Xingliang

Chen Meihong

attribute-based access control(ABAC)

policy extraction

policy enhancement

ensemble learning

multi-objective optimization

No. 2, 2024 : 587-595 doi:10.19734/j.issn.1001-3695.2023.06.0232

35

Multi-objective task assignment towards heterogeneous utilities in mobile crowdsensing

面向异构效用的移动群智感知多目标任务分配

Fu Yanming

Lu Shenglin

Qi Kangheng

Xu Liqiang

Chen Jiayuan

mobile crowdsensing

multi-task allocation

multi-objective optimization

competitive evolution of two populations

reputation index

task proficiency index

No. 1, 2024 : 159-164,169 doi:10.19734/j.issn.1001-3695.2023.04.0186

36

Hybrid immune multi-objective optimization algorithm for dynamic emission economic dispatch

混杂免疫多目标优化算法及对动态经济环境调度问题优化

Tang Xiangqian

Qian Shuqu

Wu Huihong

dynamic economic emission dispatch

immune system

clonal selection principle

large-scale constraints

multi-objective optimization

No. 9, 2023 : 2720-2728 doi:10.19734/j.issn.1001-3695.2023.02.0037

37

Multi-objective task scheduling model incorporating local search and Pareto domination

融合局部搜索与Pareto支配的多目标任务调度模型

Han Diya

Zhang Fengli

Yin Jiaqi

Wang Ruijin

Han Yingjun

multi-target optimization

local search

intelligent algorithms

task scheduling

Pareto dominance

No. 8, 2023 : 2298-2303 doi:10.19734/j.issn.1001-3695.2022.12.0812

38

Artificial physics multi-objective optimization algorithm based on partition-guided population evolution

分区引导种群进化的拟态物理学多目标优化算法

Sun Bao

Zhang Lijing

Li Zhanlong

Fan Kai

Jin Qinqin

Luo Yunying

artificial physics

multi-objective

non-dominated sorting

partition evolution

mass function

virtual force

No. 5, 2023 : 1381-1388,1409 doi:10.19734/j.issn.1001-3695.2022.10.0465

39

Dynamic multi-objective optimization method based on hybrid prediction strategy and improved social learning optimization algorithm

基于混合预测策略与改进社会学习优化算法的动态多目标优化方法

Zhang Jie

Ma Feifei

Zheng Hedan

Liu Zhizhong

dynamic multi-objective optimization

mixed prediction strategy

representative individuals

inflection point

social learning optimization algorithm

No. 4, 2023 : 1101-1107,1118 doi:10.19734/j.issn.1001-3695.2022.08.0453

40

Improved MOEA/D algorithm for multi-objective fuzzy flexible Job-Shop scheduling problems

改进MOEA/D算法求解多目标模糊柔性车间调度问题

Fan Shuning

Yu Kaichao

Wan Yusong

flexible Job-Shop scheduling

multi-objective optimization

fuzzy sets

MOEA/D

No. 1, 2023 : 192-197 doi:10.19734/j.issn.1001-3695.2022.06.0290

41

Research progress of constrained multi-objective evolutionary algorithms

约束多目标进化算法研究进展

Zhu Yawen

Zhou Hongbiao

Li Yang

Xu Haoyuan

constrained multi-objective optimization problems(CMOPs)

constrained multi-objective evolutionary algorithms(CMOEAs)

domination-based

indicator-based

decomposition-based

No. 9, 2022 : 2582-2590,2602 doi:10.19734/j.issn.1001-3695.2022.01.0041

42

Multi-objective optimal car-following model with lateral and longitudinal control

基于横纵向联合控制的多目标优化车辆跟驰研究

Li Mengfan

Qin Wenhu

Yun Zhonghua

car following

lateral and longitudinal control

deep deterministic policy gradient

NGSIM

No. 8, 2022 : 2409-2413 doi:10.19734/j.issn.1001-3695.2021.12.0687

43

Novel multi-objective sparrow optimization algorithm with improved non-dominated sorting

基于新型非支配排序的多目标麻雀优化算法

Wu Wenxing

Tian Liqin

Wang Zhigang

Zhang Yi

Wu Junyi

Gui Fangyi

multi-objective optimization

Pareto front

sparrow search algorithm

non-dominated sorting

competition mechanism

No. 7, 2022 : 2012-2019 doi:10.19734/j.issn.1001-3695.2021.12.0650

44

Research on joint optimization of medical equipment maintenance and patient scheduling considering diversified demands

考虑多样化需求的诊疗设备维护和患者调度联合优化研究

Zhang Ning

Liu Qinming

Li Jiaxiang

maintenance planning

patient scheduling

improved NSGA-Ⅱ

multi-objective optimization

No. 1, 2022 : 199-205,213 doi:10.19734/j.issn.1001-3695.2021.06.0224

45

Base station location planning method of mobile communication system based on NSGA-Ⅱ

基于NSGA-Ⅱ算法的机动通信系统站址规划方法

Yan Luhong

Guo Wenpu

Xu Donghui

Yang Haiyu

mobile communication system

base station location planning

NSGA-Ⅱ

multi-objective optimization

No. 1, 2022 : 226-230,235 doi:10.19734/j.issn.1001-3695.2021.06.0232

46

Multi-objective particle swarm algorithm based on quasi-circular mapping

基于类圆映射的多目标粒子群优化算法

Dai Yongbin

particle swarm

multi-objective optimization

quasi-circular mapping

No. 12, 2021 : 3673-3677 doi:10.19734/j.issn.1001-3695.2021.04.0147

47

Solving unrelated parallel machine scheduling problem using decimal multi-objective grey wolf optimizer

求解不相关并行机调度问题的十进制多目标灰狼算法

Li Wenlu

Zhao Xiuxu

unrelated parallel machine scheduling problem(UPMSP)

grey wolf optimizer(GWO)

multi-objective optimization

Pareto optimality

No. 10, 2021 : 3067-3071 doi:10.19734/j.issn.1001-3695.2021.03.0041

48

Efficient data offloading method for edge computing with privacy protection

具有隐私保护的边缘计算高效数据卸载方法

Dong Jun

Feng Feng

edge computing

data offloading

privacy protection

time consumption

privacy entropy

multi objective optimization algorithm

No. 7, 2021 : 2072-2076 doi:10.19734/j.issn.1001-3695.2020.09.0229

49

Adaptive different evolutionary algorithm and its application of dynamic emission economic dispatch problem

自适应差分进化算法及对动态环境经济调度问题应用

Wu Huihong

Lin Yu

Zeng Xi

Qian Shuqu

dynamic emission economic dispatch(DEED)

adaptive crossover

differential evolution

constrained multiobjective optimization

Pareto front

No. 5, 2021 : 1443-1448,1454 doi:10.19734/j.issn.1001-3695.2020.05.0120

50

Application of multi-objective optimization in feature selection subset evaluation

多目标优化在特征选择子集评价中的应用

Wan Hong

Li Mengmeng

Wang Haofeng

Yue Caitong

Wang Li

Shang Zhigang

feature selection(FS)

multi-objective optimization

particle swarm optimization(PSO)

sparsity

classification

information loss

No. 8, 2020 : 2320-2323,2337 doi:10.19734/j.issn.1001-3695.2019.03.0043