Search遗传算法returned 87 results

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1

Path planning algorithm for mobile robots based on dual-layer fuzzy control and improved genetic algorithm

基于双层模糊控制与改进遗传算法的移动机器人路径规划算法

Tian Min

Wu Xiaofeng

improved genetic algorithm

path planning

two-tier fuzzy control system

Accepted Paper No. 12, 2025 : doi:10.19734/j.issn.1001-3695.2025.06.0151

2

Multi-priority dynamic scheduling-based for high-density WBAN task offloading

基于多优先级动态调度的高密度WBAN任务卸载策略

Zhou Huayang

Liao Yang

Jiang Xiao

Leng Chengfeng

Qin Tuanfa

healthcare Internet of Things

wireless body area network

priority scheduling

improved quantum genetic algorithm

offloading strategy

No. 10, 2025 : 3129-3136 doi:10.19734/j.issn.1001-3695.2025.03.0065

3

Dynamic optimization of cold chain distribution path and construction considering traffic congestion

考虑交通拥堵的冷链配送路径动态优化

Cao Jingjing

Wei Jie

Lei Ahui

Han Peng

Feng Zili

Wang Mengjian

cold chain distribution

immune genetic algorithm

dynamic decision-making

traffic congestion

No. 8, 2025 : 2364-2373 doi:10.19734/j.issn.1001-3695.2024.12.0519

4

Improved genetic algorithm incorporating profit-loss picking strategy for solving TTP

融合盈亏拿取策略的改进遗传算法求解TTP

Jiang Xiaoju

Tan Dailun

Feng Shiqiang

traveling salesman problem(TSP)

knapsack problem(KP)

travel thief problem(TTP)

improved genetic algorithm

profit-loss picking strategy

No. 8, 2025 : 2408-2415 doi:10.19734/j.issn.1001-3695.2024.12.0489

5

Cooperative coverage path planning for aerial-ground heterogeneous robots in aircraft skin inspection tasks

面向飞机蒙皮检测任务的空-地异构机器人协同覆盖路径规划

Piao Minnan

Luo Jia

Li Haifeng

Zhou Yuhan

aircraft skin inspection

heterogeneous robot cooperation

coverage path planning

GA

task allocation

No. 4, 2025 : 1044-1049 doi:10.19734/j.issn.1001-3695.2024.09.0336

6

Optimizing ontology matching through hybrid genetic algorithm based on partial reference alignment

基于部分参考匹配集合的混合遗传算法解决本体匹配问题

Qiao Yubo

Lyu Qing

Xu Zhaoyun

ontology matching

partial reference alignment

heterogeneity

hybrid genetic algorithm

No. 11, 2024 : 3323-3328 doi:10.19734/j.issn.1001-3695.2024.03.0089

7

Research on AGV scheduling of shallow charging and shallow discharging charging strategy under reinforcement learning

强化学习下浅充浅放充电策略AGV调度研究

Zhao Rui

Liang Chengji

automated container terminal

automatic guided vehicle(AGV)

shallow charge and shallow discharge charging strategy

reinforcement learning

genetic algorithm

No. 10, 2024 : 3038-3043 doi:10.19734/j.issn.1001-3695.2024.03.0057

8

General job shop scheduling optimization considering mandatory concurrent operations on same machine

考虑强制同机并行作业的广义作业车间调度优化

Jin Hong

Zhang Hucheng

Xin Dequan

Lyu Shengping

mandatory concurrent operations on the same machine

generalized job shop scheduling

adaptive

hybrid initiali-zation

genetic algorithm

No. 8, 2024 : 2343-2350 doi:10.19734/j.issn.1001-3695.2023.12.0609

9

Flexible job shop dynamic scheduling problem with fuzzy quality control time

考虑模糊质检时间的柔性作业车间动态调度问题

Zhang Xiaonan

Gong Jialong

Jiang Shuai

Wang Luyu

Li Yang

flexible job shop scheduling problem

fuzzy quality test time

rescheduling

genetic algorithm

No. 8, 2024 : 2351-2359 doi:10.19734/j.issn.1001-3695.2023.11.0575

10

Optimization of AGV task assignment considering load balancing in RMFS

考虑负载量均衡的自动拣货系统AGV任务分配优化

Tian Shuaihui

Shen Yifan

Ou Liying

Fan Lue

task allocation

load balancing

robotic mobile fulfillment systems(RMFS)

bi-level programming

genetic algorithm

No. 8, 2024 : 2366-2373 doi:10.19734/j.issn.1001-3695.2023.11.0576

11

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

12

AGV path planning considering collision avoidance of multiple handling tasks

多搬运任务下考虑碰撞避免的AGV路径规划

Zhang Yanju

Wu Jun

Cheng Jinqian

Chen Zerong

intelligent warehouse

AGV path planning

collision avoidance

bipartite matching

improved genetic algorithm

No. 5, 2024 : 1462-1469 doi:10.19734/j.issn.1001-3695.2023.09.0426

13

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

14

Task offloading scheme of Internet of Vehicles based on improved immune genetic algorithm

基于改进式免疫遗传算法的车联网任务卸载方案

Chen Fatang

Li Lu

Zhang Ruofan

task offloading

Internet of Vehicles

resource allocation

immune genetic algorithm

No. 2, 2024 : 558-562 doi:10.19734/j.issn.1001-3695.2023.05.0242

15

Research on adaptive forward error correction codes for real time video communication based on GA-BP

基于GA-BP的实时视频通信自适应前向纠错码

Mao Jinxin

He Kunjin

Chen Jinwang

Liu Yuxing

forward error correction

unequal error protection

Reed-Solomon

BP network

genetic algorithm

No. 12, 2023 : 3760-3765 doi:10.19734/j.issn.1001-3695.2023.04.0168

16

Novel genetic algorithm based on genes pool for traveling salesman problem

基于基因库求解旅行商问题的遗传算法

Wang Yong

Lyu Zhiwei

traveling salesman problem

genetic algorithm

gene pool

local optimization strategy

No. 11, 2023 : 3262-3268 doi:10.19734/j.issn.1001-3695.2023.03.0103

17

Hyper-heuristic genetic algorithm for hybrid flow shop with rush orders insertion rescheduling problem

混合流水车间插单重调度的超启发式遗传算法

Liu Siyu

Li Tieke

Wang Bailin

Yuan Shuaipeng

Zhang Wenxin

insertion rescheduling

hybrid flow shop

hyper-heuristic algorithm

genetic algorithm

rush order insertion

No. 9, 2023 : 2609-2615 doi:10.19734/j.issn.1001-3695.2022.12.0831

18

Kernel driver vulnerability mining based on fitness and input constraint model

基于适应度和输入约束模型的内核驱动漏洞挖掘

She Gengda

Fu Cai

Cen Zewei

Lyu Jianqiang

fuzzing

genetic algorithm

fitness

input constraint model

No. 7, 2023 : 2151-2156 doi:10.19734/j.issn.1001-3695.2022.11.0772

19

Efficient task offloading scheme of Internet of Vehicles based on software defined network and mobile edge computing

基于软件定义网络和移动边缘计算的车联网高效任务卸载方案

Wei Rui

Zhu Changhong

Wang Yi

Huang Yeheng

Tang Yuxing

Xiong Zekai

Qin Tuanfa

Internet of Vehicles(IoV)

mobile edge computing(MEC)

software defined network(SDN)

task offloading

non-dominated sorting genetic algorithm(NSGA-Ⅱ)

No. 6, 2023 : 1817-1824 doi:10.19734/j.issn.1001-3695.2022.10.0630

20

Vehicle routing problem with drones for simultaneous pickup and delivery services

考虑同时取送货的车机协同路径优化问题

Ma Huawei

Song Yang

truck-drone cooperation

simultaneous pickup and delivery

two stage heuristic algorithm

genetic algorithm

No. 5, 2023 : 1335-1340 doi:10.19734/j.issn.1001-3695.2022.10.0542

21

Partheno-genetic algorithm based on explore-develop-jump strategy for solving traveling salesman problem

求解旅行商问题的探索—开发—跳跃策略单亲遗传算法

Chen Jiajun

Tan Dailun

traveling salesman problem(TSP)

partheno-genetic algorithm

logistic chaotic mapping

improved circle operation

nearest neighbor mutation

No. 5, 2023 : 1375-1380 doi:10.19734/j.issn.1001-3695.2022.10.0483

22

Planning of ride-sharing routes for operating vehicles considering degree of passenger trust

考虑乘客信任程度的营运车辆合乘线路规划

Wang Zhijian

Guo Jian

Zhang Qiang

intelligent transportation

ride-sharing route

social trust

genetic algorithm

route planning

No. 4, 2023 : 996-999 doi:10.19734/j.issn.1001-3695.2022.09.0460

23

Research on integrated process decision and scheduling based on super-network

基于超网络的集成工艺决策与调度问题研究

Ouyang Siyuan

Bao Zhenqiang

Xu Zhibo

Jin Jiabei

process decision and scheduling

super-network

two-stage hybrid genetic algorithm

variable neighborhood search

No. 3, 2023 : 816-821 doi:10.19734/j.issn.1001-3695.2022.07.0367

24

Research on barrel-greedy optimization algorithm for equipment investment with cost constraints

具有成本约束的设备投资木桶—贪婪优化算法研究

Peng Ke

Zhou Jiahui

Dai Liqi

Chen Zhisheng

Song Yuqing

Yang Chenhao

cost constraint

bottleneck process

barrel-greedy

exhaustive search

genetic algorithm

Plant Simulation

No. 2, 2023 : 399-403 doi:10.19734/j.issn.1001-3695.2022.06.0301

25

Energy-efficient path planning for single multi-load AGV executing multiple transport tasks in flexible manufacturing workshop

面向多搬运任务的柔性制造车间多载具AGV节能路径规划

Wu Lihui

Hu Wenbo

Zhou Xiu

Zhang Zhongwei

multi-load AGV

energy-efficient path planning

modified Dijkstra algorithm

non-dominated sorting genetic algorithm-Ⅱ

No. 1, 2023 : 57-62 doi:10.19734/j.issn.1001-3695.2022.06.0296

26

Container transshipment optimization of terminal sea-rail intermodal transport based on rolling window strategy

基于滚动窗策略的港口海铁联运集装箱转运优化

Tang Mengyu

Liang Chengji

sea-rail intermodal transportation

container transfer

rolling window strategy

double-layer genetic algorithm

No. 1, 2023 : 185-191,197 doi:10.19734/j.issn.1001-3695.2022.05.0258

27

Variable granularity digital twin construction technology for software defined network

面向软件定义网络的可变粒度数字孪生构建技术

Chen Hexiong

Wu Jiaping

Wei Yunkai

Guo Wei

Hang Feilu

Mao Zhengxiong

Yang Ning

SDN

digital twin

variable granularity

genetic algorithm

application driven

No. 10, 2022 : 3101-3107 doi:10.19734/j.issn.1001-3695.2022.02.0106

28

Research on multi-AGV scheduling optimization of automated container terminal considering number of battery packs

考虑电池包数量的自动化集装箱码头多AGV调度优化

Xu Pengjin

Liang Chengji

automated container terminal

automated guided vehicle

genetic algorithm

number of battery packs

No. 9, 2022 : 2653-2659 doi:10.19734/j.issn.1001-3695.2022.03.0085

29

SDN multi-controller load balancing mechanism based on improved genetic algorithm

基于改进遗传算法的SDN多控制器负载均衡机制研究

Xu Aixin

Sun Shimin

Wang Xiaofan

Xu Guowei

Wang Meiyu

software defined networking(SDN)

non-cooperative game

load balancing

switch migration

genetic algorithm

operator

No. 9, 2022 : 2671-2676,2694 doi:10.19734/j.issn.1001-3695.2022.02.0070

30

Multi-depot half open vehicle routing problem with split deliveries and pickups

多中心半开放式送取需求可拆分的车辆路径优化

Zhang Yingyu

Wu Liyun

vehicle routing problem

multi-depot

split deliveries and pickups

genetic algorithm based on big mutation

No. 8, 2022 : 2316-2321 doi:10.19734/j.issn.1001-3695.2022.01.0014

31

Research on traffic simulation model correction based on parameter sensitivity analysis

基于参数灵敏度分析的交通仿真模型校正研究

Zhang Jianxu

Wang Xueqin

parameter sensitivity analysis

calibration of key parameters

ILH-OAT algorithm

genetic algorithm

No. 6, 2022 : 1790-1795 doi:10.19734/j.issn.1001-3695.2021.11.0593

32

Scheduling optimization of emergency supplies with multi-supply points based on variable length genotype genetic algorithm

基于变长基因型遗传算法的多供应点应急物资调度优化

Wu Fan

Yang Bing

Hong Si

hybrid niche genetic algorithm for variable length genotypes

emergency supplies scheduling

multi-supply points

multimodal transportation

full feasible regions

No. 4, 2022 : 1148-1154 doi:10.19734/j.issn.1001-3695.2021.09.0419

33

Evolutionary job scheduling algorithm based on population optimization by deep reinforcement learning

基于深度强化学习种群优化的演化式分拣调度算法

Zeng Detian

Zeng Zengri

Zhan Jun

genetic algorithm

deep reinforcement learning

sorting job scheduling

sequence optimization

No. 3, 2022 : 739-743,757 doi:10.19734/j.issn.1001-3695.2021.08.0356

34

Multi-stage bi-objective emergency location-routing optimization with fuzzy requirement

带模糊需求的多阶段双目标应急选址—路径优化

Gao Xinyu

Ni Jing

emergency location-routing optimization

rescue efficiency

multistage decision

fuzzy demand

improved NSGA-Ⅱ algorithm

No. 2, 2022 : 391-397 doi:10.19734/j.issn.1001-3695.2021.08.0305

35

Adaptive high capacity steganography algorithm for noisy images

面向噪声图像的自适应高容量隐写算法

Kong Shuiling

Zhao Yan

Zhao Jiaqi

genetic algorithm

binary-block embedding(BBE)

high embedding rate

encryption algorithm

bit plane

No. 2, 2022 : 557-562,576 doi:10.19734/j.issn.1001-3695.2021.07.0275

36

Bi-level programming location-routing optimization model and algorithm for emergency resource scheduling considering preparedness

考虑备灾的双层规划应急资源调度选址—路径优化模型与算法

Wan Mengran

Ye Chunming

Dong Jun

Zhao Lingwei

Guo Jing

location-routing

emergency resource scheduling

bi-level programming

BLSSAGA

No. 10, 2021 : 2961-2967 doi:10.19734/j.issn.1001-3695.2021.03.0079

37

Improved particle swarm optimization algorithm for mobile robot path planning

改进粒子群优化算法的移动机器人路径规划

Hu Zhangfang

Feng Chunyi

Luo Yuan

mobile robot

route planning

particle swarm optimization algorithm

genetic algorithm

bacterial foraging optimization algorithm

No. 10, 2021 : 3089-3092 doi:10.19734/j.issn.1001-3695.2021.01.0061

38

Optimization of cross cell scheduling problem based on degree value and clustering coefficient

基于度值和聚类系数的跨单元调度问题优化

Ma Mengke

Ni Jing

intercell manufacturing

first order degree value

clustering coefficient

multi-objective genetic algorithm

sparrow search algorithm

No. 9, 2021 : 2651-2656 doi:10.19734/j.issn.1001-3695.2021.01.0024

39

Cross domain recommendation algorithm based on shared ratings transfer

基于共享评级迁移的跨域推荐算法

Chen Yan

Ma Jinyuan

Li Taoying

cross domain recommendation

simulated annealing

genetic algorithm

K-means

shared ratings

No. 9, 2021 : 2662-2666,2672 doi:10.19734/j.issn.1001-3695.2020.11.0410

40

Optimization of build orientation in 3D printing based on adaptive layering

基于自适应分层的3D打印成型方向优化

Shi Liwei

Chen Xing

Wang Junwei

Liu Yang

3D printing

adaptive layering

surface accuracy

build orientation

genetic algorithm

No. 4, 2021 : 1139-1144 doi:10.19734/j.issn.1001-3695.2020.05.0116

41

Group command transfer algorithm for edge-cloud cooperative work

支持边缘端—云端协同工作的群组命令传输算法

Yan Xiaolian

Qiu Xiaohong

group command transfer

edge-cloud cooperative work

Steiner tree

genetic algorithm

No. 4, 2021 : 1154-1157 doi:10.19734/j.issn.1001-3695.2020.04.0131

42

Fuzzy test method for industrial control protocol combining genetic algorithm

一种结合遗传算法的工控协议模糊测试方法

Zhang Guanyu

Shang Wenli

Zhang Bowen

Chen Chunyu

Zhang Rui

industrial control protocol test

genetic algorithm

fuzzy test

vulnerability mining

No. 3, 2021 : 680-684 doi:10.19734/j.issn.1001-3695.2020.03.0048

43

Imperialist competitive algorithm for solving CVRP

帝国竞争算法求解CVRP

Cai Yanguang

Wang Shihao

Qi Yuanhang

Wang Fujie

Lin Zhuosheng

vehicle routing problem

imperialist competitive algorithm(ICA)

particle swarm optimization

genetic algorithm

2-Opt

No. 3, 2021 : 782-786 doi:10.19734/j.issn.1001-3695.2020.01.0006

44

Equipment health diagnostics and prognostics method based on improved degenerated HMM

基于改进退化隐马尔可夫模型的设备健康诊断与寿命预测研究

Liu Wenyi

Liu Qinming

Ye Chunming

Li Guanlin

hidden Markov model

equipment's degeneration

health diagnostics

residual useful lifetime

genetic algorithm

approximation algorithm

No. 3, 2021 : 805-810 doi:10.19734/j.issn.1001-3695.2020.02.0067

45

Research on improved adaptive multi-population NSGA-Ⅲ

改进自适应多种群NSGA-Ⅲ算法的研究

Liu Bin

Wang Weitao

Wu You

Yang Youheng

high-dimensional multi-objective

NSGA-Ⅲ

adaptive

multi-population

No. 1, 2021 : 48-52,87 doi:10.19734/j.issn.1001-3695.2019.10.0595

46

Study on site selection of garbage sorting center considering environmental infringement under bi-level programming

双层规划下考虑环境侵害的垃圾分拣中心选址研究

Zhang Chen

Liu Qinming

Ye Chunming

Li Guanlin

site selection decision

bi-level programming model

environmental infringement

garbage sorting

genetic algorithm

No. 12, 2020 : 3645-3649 doi:10.19734/j.issn.1001-3695.2019.09.0525

47

Construction strategy of data stream mutation service function chain based on machine learning

基于机器学习数据流突变型服务功能链构建策略

Zhao Jihong

Ji Wenjun

Qu Hua

Zhao Jianlong

Wang Ke

Wu Doudou

software defined network(SDN)

network function virtualization(NFV)

service function chain(SFC)

machine learning

genetic algorithm

No. 12, 2020 : 3749-3752,3776 doi:10.19734/j.issn.1001-3695.2019.07.0548

48

Laplacian deep echo state network with multiple activation functions

多函数激活的拉普拉斯深度回声状态网络

Liao Yongbo

Li Hongmei

deep echo state network

activation function

Laplacian eigenmaps

genetic algorithm

No. 9, 2020 : 2591-2594,2624 doi:10.19734/j.issn.1001-3695.2019.02.0156

49

Hybrid path planning algorithm based on genetics and ant colony in DEM

DEM中基于遗传与蚁群的混合路径规划算法

Wu Xiaonian

Xi Yu'ang

Zhang Runlian

path planning

digital elevation model

genetic algorithm

ant colony algorithm

No. 9, 2020 : 2694-2697 doi:10.19734/j.issn.1001-3695.2019.04.0133

50

TSGA: novel network-on-chip low power mapping algorithm

TSGA:新型的片上网络低功耗映射算法

Zhang Baogang

Han Guodong

Liu Dongpei

Yan Binghao

network on chip

mapping algorithm

genetic algorithm

tabu search algorithm

No. 9, 2020 : 2726-2729 doi:10.19734/j.issn.1001-3695.2019.03.0138