International Journal of Swarm Intelligence Research (IJSIR)

2010 - 2025

Current editor(s): Yuhui Shi

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Volume 16, issue 1, 2025

Lightning Risk Assessment for Overhead Power Lines Using Enhanced PSO and SVL pp. 1-24

Guang Yang

A Modified Artificial Rabbits Optimization for Solving Numerical Functions and Engineering Problems pp. 1-38

Qihang Yuan, Yongde Zhang and Hafiz Muhammad Muzzammil

Adaptive English Translation Parameter Tuning via Particle Swarm Optimization and Attention Mechanism pp. 1-17

Zhigao Wei

Swarm Intelligence-Enhanced Detection of Small Objects Using Key Point-Driven YOLO pp. 1-20

Shaolong Han, Shangrong Wang, Wenqi Liu, YongQiang Gu and Yujie Zhang

Evolutionary Neural Network-Based Online Ecological Governance Monitoring of Industrial Water Pollution pp. 1-23

Ying Zhao

Color Restoration Method of Art Images Based on Perceptual Network and Oriented to Serial Data Application in Wireless Systems pp. 1-16

Weijun Ye and Bingyang Wang

Volume 15, issue 1, 2024

A Dual Transformer-Based Deep Learning Model for Passenger Anomaly Behavior Detection in Elevator Cabs pp. 1-14

Yijin Ji, Haoxiang Sun, Benlian Xu, Mingli Lu, Xu Zhou and Jian Shi

Comparative Study of Wolf Pack Algorithm and Artificial Bee Colony Algorithm: Performance Analysis and Optimization Exploration pp. 1-24

Qiang Peng, Renjun Zhan, Husheng Wu and Meimei Shi

A Fitness Distance Correlation-Based Adaptive Differential Evolution for Nonlinear Equations Systems pp. 1-22

Xiaowang Hu, Bin Ning, Jicheng Wu, Qiong Gu and Bojun Cai

A Block-Wised and Sparsely-Connected ANN for the Prediction of Human Joint Moment Based on the Improved Hill Musculoskeletal Model pp. 1-23

Baoping Xiong, Hui Zeng, Zhenhua Gan and Yong Xu

A Novel Hybrid Binary Bat Algorithm for Global Optimization pp. 1-29

Huijun Liang, Aokang Pang, Chenhao Lin and Jianwei Zhong

A Signal Filtering Method for Magnetic Flux Leakage Detection of Rail Surface Defects Based on Minimum Entropy Deconvolution pp. 1-11

Jing Liu, Shoubao Su, Haifeng Guo, Yuhua Lu and Yuexia Chen

A Passenger Flow Prediction Method Using SAE-GCN-BiLSTM for Urban Rail Transit pp. 1-21

Fan Liu

A Two-Stage Robust Optimization for Reliable Logistics Network Design via Evolutionary Computation pp. 1-26

Junqi He, Dongsheng Yang and Xin Wang

Deep Reinforcement Learning-Based Automated Network Selection in Heterogenous CRNs pp. 1-16

Jiang Xie, Jing Zhang, Xiangcheng He, Shaolei Chen, Tai Zhang and Jing Zhao

High-Definition Garden Plant Images Threshold Segmentation Mechanism Based on PSO and DRL pp. 1-17

Shi Ji, Tianlu Xi and Xingchen Fan

Using Deep Learning and Swarm Intelligence to Achieve Personalized English-Speaking Education pp. 1-15

Yang Liu

Volume 14, issue 3, 2023

A Many-Objective Evolutionary Algorithm Based on Non-Linear Dominance pp. 1-24

Zhibin Zhou, Cai Dai and Xingsi Xue

Volume 14, issue 2, 2023

Remote Sensing Image Segmentation Based on a Novel Gaussian Mixture Model and SURF Algorithm pp. 1-15

Shoulin Yin, Liguo Wang, Qunming Wang, Jinghui Yang and Man Jiang

Volume 14, issue 1, 2023

Dynamic Robust Particle Swarm Optimization Algorithm Based on Hybrid Strategy pp. 1-14

Jian Zeng, Xiaoyong Yu, Guoyan Yang and Haitao Gui

An Optimal Neural Network for Hourly and Daily Energy Consumption Prediction in Buildings pp. 1-13

Fazli Wahid, Rozaida Ghazali, Lokman Hakim Ismail and Ali M. Algarwi Aseere

Multi-Objective Binary Whale Optimization-Based Virtual Machine Allocation in Cloud Environments pp. 1-23

Ankita Srivastava and Narander Kumar

CT Image Detection of Pulmonary Tuberculosis Based on the Improved Strategy YOLOv5 pp. 1-12

Jing Liu, Haojie Xie, Mingli Lu, Ye Li, Bing Wang, Zhaogang Sun, Wei He, Limin Wen and Dailun Hou

A Review on Convergence Analysis of Particle Swarm Optimization pp. 1-34

Dereje Tarekegn, Surafel Tilahun and Tekle Gemechu

Breast Cancer Classification With Microarray Gene Expression Data Based on Improved Whale Optimization Algorithm pp. 1-21

S. Sathiya Devi and Prithiviraj K.

Nature-Inspired Algorithms for Energy Management Systems: A Review pp. 1-16

Meera P. S. and Lavanya V.

Very Large-Scale Integration Floor Planning on FIR and Lattice Filters Design With Multi-Objective Hybrid Optimization pp. 1-26

Pushpalatha Pondreti and Babulu Kaparapu

Sine-Cosine Algorithm for the Dynamic Economic Dispatch Problem With the Valve-Point Loading Effect pp. 1-15

Jatin Soni and Kuntal Bhattacharjee

Learning Sparrow Algorithm With Non-Uniform Search for Global Optimization pp. 1-31

Yifu Chen, Jun Li and Lin Zhang

Research on Electric Load Forecasting and User Benefit Maximization Under Demand-Side Response pp. 1-20

Wenna Zhao, Guoxing Mu, Yanfang Zhu, Limei Xu, Deliang Zhang and Hongwei Huang

Volume 13, issue 4, 2022

An Evolutionary Dynamic Control Cuckoo Search Algorithm for Solving the Constrained Engineering Design Problems pp. 1-25

Manoj Kumar Naik, Monorama Swain, Rutuparna Panda and Ajith Abraham

Volume 13, issue 3, 2022

Adam Improved Rider Optimization-Based Deep Recurrent Neural Network for the Intrusion Detection in Cyber Physical Systems pp. 1-22

Arvind Kamble and Virendra S. Malemath

An Image Inpainting Method Based on Whale-Integrated Monarch Butterfly Optimization-Based DCNN pp. 1-23

Manjunath R. Hudagi, Shridevi Soma and Rajkumar L. Biradar

An Innovative Facial Emotion Recognition Model Enabled by Optimal Feature Selection Using Firefly Plus Jaya Algorithm pp. 1-26

Bhagyashri Devi and M. Mary Synthuja Jain Preetha

Moving Target Detection Strategy Using the Deep Learning Framework and Radar Signatures pp. 1-21

M. Bharat Kumar. and P. Rajesh Kumar

Volume 13, issue 2, 2022

A Secure Energy-Aware Game Theory (SEGaT) Mechanism for Coordination in WSANs pp. 1-16

Vishal Jagota, Monica Luthra, Jyoti Bhola, Ashutosh Sharma and Mohammad Shabaz

Predicting the Death Rate Around the World Due to COVID-19 Using Regression Analysis pp. 1-13

Rajit Nair, Mueksh Soni, Bhavna Bajpai, Gaurav Dhiman and K. Martin Sagayam

Towards Design of an Efficient Sensing Data Acquisition Scheme for UAVs-Assisted Wireless Sensor Networks pp. 1-27

Vrajesh Kumar Chawra and Govind P. Gupta

Hybridizing Convolutional Neural Network for Classification of Lung Diseases pp. 1-15

Mukesh Soni, S. Gomathi, Pankaj Kumar, Prathamesh P. Churi, Mazin Abed Mohammed and Akbal Omran Salman

A Voronoi-Ant Colony-Based Routing (VoR-Ant-R) Algorithm for WMSNs pp. 1-19

Suseela S., Eswari R. and Nickolas Savarimuthu

A PSO Enable Multi-Hop Clustering Algorithm for VANET pp. 1-14

Ankit Temurnikar, Pushpneel Verma and Gaurav Dhiman

Volume 13, issue 1, 2022

Application of Water Cycle Algorithm to Stochastic Fractional Programming Problems pp. 1-21

Prachi Agrawal, Talari Ganesh and Ali Wagdy Mohamed

A Hybrid GWO-PSO Technique for the Solution of Reactive Power Planning Problem pp. 1-30

Manjulata Badi, Sheila Mahapatra, Bishwajit Dey and Saurav Raj

An Enhanced Black Widow Optimization Algorithm for the Deployment of Wireless Sensor Networks pp. 1-19

Hicham Deghbouch and Fatima Debbat

Whale Optimizer-Based Clustering for Breast Histopathology Image Segmentation pp. 1-29

Swarnajit Ray, Arunita Das, Krishna Gopal Dhal, Jorge Gálvez and Prabir Kumar Naskar

Log File Template Detection as a Multi-Objective Optimization Problem pp. 1-20

Mathi Murugan T. and E. Baburaj

Enhanced Parallel-Particle Swarm Optimization (EP-PSO) Approach for Solving Nurse Rostering Problem: Enhanced Parallel-Particle Swarm Optimization (EP-PSO) Algorithm pp. 1-17

Nagaraj V. Dharwadkar, Gautami G. Shingan, Sandeep Uttam Mane and Santosh Joshi

Comparative Analysis of Bio-Inspired Optimization Algorithms in Neural Network-Based Data Mining Classification pp. 1-25

Mathi Murugan T. and Eppipanious Baburaj

Taylor CFRO-Based Deep Learning Model for Service-Level Agreement-Aware VM Migration and Workload Prediction-Enabled Power Model in Cloud Computing pp. 1-31

Pushpalatha R. and Ramesh B.

Metaheuristic-Based Optimization Methods for the Segmentation of Tuberculosis Sputum Smear Images pp. 1-27

E. Priya

Logistic Map and Exponential Scaling Factor-Based Differential Evolution pp. 1-15

Katyayani Kashyap, Sunil Pathak and Narendra Singh Yadav

Engineering Design Optimization Using an Advanced Hybrid Algorithm pp. 1-18

Pooja Verma and Raghav P. Parouha

Assessment of Risk Factors in Medical Data Using Improved Binary Artificial Fish Swarm Algorithm With Classification Upon Evaluation From F-Test pp. 1-26

Sheik Abdullah A.

Aquila-Eagle-Based Deep Convolutional Neural Network for Speech Recognition Using EEG Signals pp. 1-28

Vasundhara Rathod, Ashish Tiwari and Omprakash G. Kakde

Hybrid Ant Colony Algorithm Using Improved Circle Strategy for TSP Problem pp. 1-16

Qingshun Li, Xueshi Dong and Qingteng Guo

Moth-Flame Optimization Algorithm for Efficient Cluster Head Selection in Wireless Sensor Networks pp. 1-14

Pitchaimanickam Bose

Optimization-Based Tuberculosis Image Segmentation by Ant Colony Heuristic Method pp. 1-24

E. Priya

Histogram of Oriented Gradients (HOG)-Based Artificial Neural Network (ANN) Classifier for Glaucoma Detection pp. 1-32

Law Kumar Singh, Pooja, Hitendra Garg and Munish Khanna

Improved Wolf Pack Algorithm for UAV Path Planning Problem pp. 1-22

Yueyi Chen, Husheng Wu and Renbin Xiao

A Nature-Inspired Metaheuristic Optimization Algorithm Based on Crocodiles Hunting Search (CHS) pp. 1-23

Shahab Wahhab Kareem

Enhancement of Ethanol Production Using a Hybrid of Firefly Algorithm and Dynamic Flux Balance Analysis pp. 1-13

Wan Ting Leong, Mohd Saberi Mohamad, Kohbalan Moorthy, Yee Wen Choon, Hasyiya Karimah Adli, Khairul Nizar Syazwan W. S. W., Loo Keat Wei and Nazar Zaki