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11th ICSI 2020: Belgrade, Serbia
- Ying Tan
, Yuhui Shi, Milan Tuba:
Advances in Swarm Intelligence - 11th International Conference, ICSI 2020, Belgrade, Serbia, July 14-20, 2020, Proceedings. Lecture Notes in Computer Science 12145, Springer 2020, ISBN 978-3-030-53955-9
Swarm Intelligence and Nature-Inspired Computing
- Jian Yang, Liang Qu, Yang Shen, Yuhui Shi, Shi Cheng, Junfeng Zhao, Xiaolong Shen:
Swarm Intelligence in Data Science: Applications, Opportunities and Challenges. 3-14 - Eugene Larkin
Synchronized Swarm Operation. 15-24 - Miroslav Sumega, Anna Bou Ezzeddine, Gabriela Grmanová, Viera Rozinajová
Prediction of Photovoltaic Power Using Nature-Inspired Computing. 25-36 - Frederick Kin Hing Phoa, Tzu-Chieh Tsai:
A Two-Step Approach to the Search of Minimum Energy Designs via Swarm Intelligence. 37-45 - Eugene V. Larkin
On Assessing the Temporal Characteristics of Reaching the Milestone by a Swarm. 46-55
Swarm-Based Computing Algorithms for Optimization
- Junqi Zhang, Lei Che, Jianqing Chen:
Learning Automata-Based Fireworks Algorithm on Adaptive Assigning Sparks. 59-70 - Zhiqiang Zheng, Haibin Duan, Chen Wei:
Binary Pigeon-Inspired Optimization for Quadrotor Swarm Formation Control. 71-82 - Xinchao Zhao, Yisheng Ji, Junling Hao:
A Novel Biogeography-Based Optimization Algorithm with Momentum Migration and Taxonomic Mutation. 83-93 - Xiaohui Yan, Felix T. S. Chan, Zhicong Zhang, Cixing Lv, Shuai Li:
A Modified Artificial Bee Colony Algorithm for Scheduling Optimization of Multi-aisle AS/RS System. 94-103 - Jieyang Peng
The Research of Flexible Scheduling of Workshop Based on Artificial Fish Swarm Algorithm and Knowledge Mining. 104-116 - Seyed Jalaleddin Mousavirad
A Novel Image Segmentation Based on Clustering and Population-Based Optimisation. 117-129 - Seyed Jalaleddin Mousavirad
Colour Quantisation by Human Mental Search. 130-141 - R. Ananthalakshmi Ammal, P. C. Sajimon, Vinod S. S. Chandra
Canine Algorithm for Node Disjoint Paths. 142-148
Particle Swarm Optimization
- Yifeng Wang, Hanguang Yao, Liangpeng Wan, Hua Li, Junjun Jiang, Yun Zhang, Fangmin Wu, Junfeng Chen, Xingsi Xue, Cai Dai:
Optimizing Hydrography Ontology Alignment Through Compact Particle Swarm Optimization Algorithm. 151-162 - Luiz Jonatã Pires de Araújo, Alexandr Grichshenko, Rodrigo Lankaites Pinheiro, Rommel Dias Saraiva, Susanna Gimaeva:
Map Generation and Balance in the Terra Mystica Board Game Using Particle Swarm and Local Search. 163-175 - Chia Emmanuel Tungom, Maja Gulan, Ben Niu:
A Performance Class-Based Particle Swarm Optimizer. 176-188 - Jianjun Li, Jia Fu, Yu Yang, Xiaoling Wang, Xin Rong:
Research on Crowd-Sensing Task Assignment Based on Fuzzy Inference PSO Algorithm. 189-201 - Dongyang Zhang, Jianhua Liu, Lei Jiang, Guannan Bu, Renyuan Hu, Yi-Xuan Luo:
The Improvement of V-Shaped Transfer Function of Binary Particle Swarm Optimization. 202-211
Ant Colony Optimization
- Mingli Lu, Benlian Xu, Weijian Qin, Jian Shi:
Hybrid Ant Colony Optimization-Based Method for Focal of a Disease Segmentation in Lung CT Images. 215-222 - Di Wu
An Ant-Inspired Track-to-Track Recovery Approach for Construction of Cell Lineage Trees. 223-230 - Saju Sankar S, Vinod S. S. Chandra
An Ant Colony Optimization Algorithm Based Automated Generation of Software Test Cases. 231-239
Brain Storm Optimization Algorithm
- Liang Qu, Qiqi Duan, Jian Yang, Shi Cheng, Ruiqi Zheng, Yuhui Shi:
BSO-CLS: Brain Storm Optimization Algorithm with Cooperative Learning Strategy. 243-250 - Mingde Liu
A Hybrid Brain Storm Optimization Algorithm for Dynamic Vehicle Routing Problem. 251-258 - Georgia Sovatzidi, Dimitris K. Iakovidis:
Determinative Brain Storm Optimization. 259-271
Bacterial Foraging Optimization
- Hong Wang, Yikun Ou
An Adapting Chemotaxis Bacterial Foraging Optimization Algorithm for Feature Selection in Classification. 275-286 - Xinzheng Wu, Tianwei Zhou, Zishan Qiu:
Bacterial Foraging Optimization Based on Levy Flight for Fuzzy Portfolio Optimization. 287-298 - Weifu Cao, Yingshi Tan
Adaptive Bacterial Foraging Optimization Based on Roulette Strategy. 299-311 - Jingzhou Jiang, Xiaojun Xiong, Yikun Ou
An Improved Bacterial Foraging Optimization with Differential and Poisson Distribution Strategy and its Application to Nurse Scheduling Problem. 312-324 - Xiaobing Gan, Baoyu Xiao:
Improved Bacterial Foraging Optimization Algorithm with Comprehensive Swarm Learning Strategies. 325-334 - Xinzheng Wu, Aiqing Gao, Xin Huang:
Modified Bacterial Foraging Optimization for Fuzzy Mean-Semivariance-Skewness Portfolio Selection. 335-346
Genetic Algorithm and Evolutionary Computation
- Rodrigo Colnago Contreras
A New Local Search Adaptive Genetic Algorithm for the Pseudo-Coloring Problem. 349-361 - Wenjing Guo, Wenhong Wei, Yuhui Zhang, Anbing Fu:
A Genetic Algorithm-Based Solver for Small-Scale Jigsaw Puzzles. 362-373 - Mingli Shi, Lianbo Ma, Guangming Yang:
A New EDA with Dimension Reduction Technique for Large Scale Many-Objective Optimization. 374-385 - Jin Jin, Chuan Yang, Yi Zhang:
An Improved CMA-ES for Solving Large Scale Optimization Problem. 386-396 - Vladimir Stanovov
Archive Update Strategy Influences Differential Evolution Performance. 397-404 - Saju Sankar S, Vinod S. S. Chandra
A Structural Testing Model Using SDA Algorithm. 405-412
Multi-objective Optimization
- Vinod S. S. Chandra
Multi-objective Particle Swarm Optimisation for Cargo Packaging in Large Containers. 415-422 - Yi-Nan Guo, Jianjiao Ji, Ying Tan
Multi-objective Combinatorial Generative Adversarial Optimization and Its Application in Crowdsensing. 423-434 - Yingli Li, Jiahai Wang:
Multi-objective Dynamic Scheduling Model of Flexible Job Shop Based on NSGAII Algorithm and Scroll Window Technology. 435-444 - Vinod S. S. Chandra
Optimal Reservoir Optimization Using Multiobjective Genetic Algorithm. 445-454 - Shakhnaz Akhmedova, Vladimir Stanovov
Success-History Based Parameter Adaptation in MOEA/D Algorithm. 455-462
Machine Learning
- Eva Tuba
Image Clustering by Generative Adversarial Optimization and Advanced Clustering Criteria. 465-475 - Waraporn Jirapanthong:
A Tool for Supporting the Evaluation of Active Learning Activities. 476-484 - Chunyan Fan, Xiujuan Lei, Ying Tan
Inferring Candidate CircRNA-Disease Associations by Bi-random Walk Based on CircRNA Regulatory Similarity. 485-494 - Pavel A. Savenkov
Methods of Machine Learning in System Abnormal Behavior Detection. 495-505 - Jenny-Paola Lis-Gutiérrez
Use of the Industrial Property System in Colombia (2018): A Supervised Learning Application. 506-514 - Jakub Holewik, Gerald Schaefer, Iakov Korovin:
Imbalanced Ensemble Learning for Enhanced Pulsar Identification. 515-524 - K. Loganathan
Computational Analysis of Third-Grade Liquid Flow with Cross Diffusion Effects: Application to Entropy Modeling. 525-534
Data Mining
- Paola Patricia Ariza-Colpas, Beliña Annery Herrera-Tapias, Andres Gabriel Sanchez Comas, Marlon Alberto Piñeres-Melo
Aula Touch Game: Digital Tablets and Their Incidence in the Development of Citizen Competences of Middle Education Students in the District of Barranquilla-Colombia. 537-546 - Jinlong Chen, Mengke Jiang:
Case Classification Processing and Analysis Method for Respiratory Belt Data. 547-555 - Jinlong Chen, Qinghao Zeng, Xingguo Qin:
Target Tracking Algorithm Based on Density Clustering. 556-563 - Wanying Mo, Yuntao Zhu, Chaoyun Wang:
A Method for Localization and Classification of Breast Ultrasound Tumors. 564-574 - S. Anand Hareendran, S. S. Vinod Chandra
Deep Learning Strategies for Survival Prediction in Prophylactic Resection Patients. 575-583 - Roberto Cesar Morales-Ortega
Method Based on Data Mining Techniques for Breast Cancer Recurrence Analysis. 584-596 - Cesar Vargas-García
Parasite-Guest Infection Modeling: Social Science Applications. 597-603
Multi-agent System and Robotic Swarm
- Qirong Tang, Yang Hong, Zhenqiang Deng, Daopeng Jin, Yinghao Li:
Research on Sliding Mode Control of Underwater Vehicle-Manipulator System Based on an Exponential Approach Law. 607-615 - Gao Li, Qiqi Duan, Yuhui Shi:
A Parallel Evolutionary Algorithm with Value Decomposition for Multi-agent Problems. 616-627 - Li Ma, Weidong Bao, Xiaomin Zhu, Meng Wu, Yuan Wang
O-Flocking: Optimized Flocking Model on Autonomous Navigation for Robotic Swarm. 628-639 - Saju Sankar S, Vinod S. S. Chandra
A Multi-agent Ant Colony Optimization Algorithm for Effective Vehicular Traffic Management. 640-647
Other Applications
- Jairo R. Coronado-Hernández
Site Selection of the Colombian Antarctic Research Station Based on Fuzzy-Topsis Algorithm. 651-660 - K. Loganathan
Newtonian Heating Effects of Oldroyd-B Liquid Flow with Cross-Diffusion and Second Order Slip. 661-668 - Carolina Henao-Rodríguez
Econometric Algorithms Applied to the Incidence of Income on Satisfaction with Quality of Life in Latin American Capitals. 669-677 - K. Loganathan
Analytical Study of Radiative Casson Nanoliquid Flow with Heat Absorption. 678-685
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