International Journal of Swarm Intelligence Research (IJSIR)

2010 - 2025

Current editor(s): Yuhui Shi

From IGI Global Scientific Publishing
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Volume 16, issue 1, 2025

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

Qihang Yuan, Yongde Zhang and Hafiz Muhammad Muzzammil

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

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

Zhigao Wei

Enhancing Dance Performance for Body Motion Interaction Through Swarm Intelligence and Deep Learning pp. 1-18

Manqi Kongshi, Daohua Pan and Minglong Wang

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

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

Guang Yang

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

Ying Zhao

Volume 15, issue 1, 2024

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

Huijun Liang, Aokang Pang, Chenhao Lin and Jianwei Zhong

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

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

Shi Ji, Tianlu Xi and Xingchen Fan

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

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

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

Yang Liu

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 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

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

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

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

Meera P. S. and Lavanya V.

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

Yifu Chen, Jun Li and Lin Zhang

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

S. Sathiya Devi and Prithiviraj K.

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

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

Jatin Soni and Kuntal Bhattacharjee

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

Jian Zeng, Xiaoyong Yu, Guoyan Yang and Haitao Gui

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

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

Dereje Tarekegn, Surafel Tilahun and Tekle Gemechu

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

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

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

M. Bharat Kumar. and P. Rajesh Kumar

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 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

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

Volume 13, issue 2, 2022

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

Ankit Temurnikar, Pushpneel Verma and Gaurav Dhiman

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

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

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

Volume 13, issue 1, 2022

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

Katyayani Kashyap, Sunil Pathak and Narendra Singh Yadav

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

Mathi Murugan T. and E. Baburaj

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

Pooja Verma and Raghav P. Parouha

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

Pitchaimanickam Bose

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

Hicham Deghbouch and Fatima Debbat

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

Prachi Agrawal, Talari Ganesh and Ali Wagdy Mohamed

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

Shahab Wahhab Kareem

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

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.

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

E. Priya

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

E. Priya

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

Vasundhara Rathod, Ashish Tiwari and Omprakash G. Kakde

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

Mathi Murugan T. and Eppipanious Baburaj

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

Yueyi Chen, Husheng Wu and Renbin Xiao

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

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

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.

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

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

Qingshun Li, Xueshi Dong and Qingteng Guo

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