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13th ICSI 2022: Xi'an, China - Part I
- Ying Tan
, Yuhui Shi, Ben Niu:
Advances in Swarm Intelligence - 13th International Conference, ICSI 2022, Xi'an, China, July 15-19, 2022, Proceedings, Part I. Lecture Notes in Computer Science 13344, Springer 2022, ISBN 978-3-031-09676-1
Swarm Intelligence and Nature-Inspired Computing
- Junzhi Li, Ying Tan:
Information Utilization Ratio in Heuristic Optimization Algorithms. 3-22 - Chenchen Wang, Caifeng Chen, Ziru Lun, Zhanyu Ye, Qunfeng Liu
A General Framework for Intelligent Optimization Algorithms Based on Multilevel Evolutions. 23-35
Swarm-Based Computing Algorithms for Optimization
- Kyle Erwin, Andries P. Engelbrecht:
Improved Hamming Diversity Measure for Set-Based Optimization Algorithms. 39-47 - Xiaohui Wang, Shengpu Li
A Mapping Solution Search Garden Balsam Optimization for Solving Invariant Point Problems. 48-58 - Zongxin Han, Mingyan Jiang:
Parallel Symbiotic Lion Swarm Optimization Algorithm Based on Latin Hypercube Distribution. 59-69 - Keqin Jiang, Mingyan Jiang:
Research on Spectrum Allocation Algorithm Based on Quantum Lion Swarm Optimization. 70-81 - Yongqiang Hu, Ying Li, Tingjuan Li, Jiaqing Xu, Hang Liu, Changshun Zhang:
Bean Optimization Algorithm Based on Differential Evolution. 82-94 - Xin Yang, Limin Wang, Zhiqi Zhang, Xuming Han, Lin Yue:
A Backbone Whale Optimization Algorithm Based on Cross-stage Evolution. 95-104 - Shaolang Li, Xiaobo Li, HuiChen, Yuxin Zhao, Junwei Dong:
An Improved Hunger Games Search Algorithm for Global Optimization. 105-116 - Haiyun Qiu, Bowen Xue, Ben Niu, Tianwei Zhou, Junrui Lu:
An Improved Hydrologic Cycle Optimization Algorithm for Solving Engineering Optimization Problems. 117-127 - Hongyuan Gao, Haijun Zhao, Shicong Chen:
Image Denoising Method of Auto-evolving PCNN Model Based on Quantum Selfish Herd Algorithm. 128-138
Particle Swarm Optimization
- Zijian Zhu, Tian Zhong, Chenhan Wu, Bowen Xue:
Dynamic Multi-swarm Particle Swarm Optimization with Center Learning Strategy. 141-147 - Tian Zhong, Chenhan Wu, Zijian Zhu, Zhenzhen Zhu:
Alternative Learning Particle Swarm Optimization for Aircraft Maintenance Technician Scheduling. 148-159 - Jiang Zhi, Yong Zhang, Xianfang Song, Chun-lin He:
A Surrogate-Assisted Ensemble Particle Swarm Optimizer for Feature Selection Problems. 160-166 - Chenhan Wu, Zijian Zhu, Zhong Tian, Chen Zou:
Generational Exclusion Particle Swarm Optimization with Central Aggregation Mechanism. 167-175 - Jianhua Liu, Zihang Wang, Yuxiang Chen, Jian Zhu:
Solving the Unit Commitment Problem with Improving Binary Particle Swarm Optimization. 176-189 - Tianwei Zhou, Pengcheng He, Churong Zhang, Yichen Lai, Huifen Zhong, Xusheng Wu:
An Improved Particle Swarm Optimization Algorithm for Irregular Flight Recovery Problem. 190-200 - Bowen Xue, Haiyun Qiu, Ben Niu, Xiaohui Yan:
Improved Aircraft Maintenance Technician Scheduling with Task Splitting Strategy Based on Particle Swarm Optimization. 201-213
Ant Colony Optimization
- Yongsheng Li, Yinjuan Huang, Shibin Xuan, Xi Li, Yuang Wu:
Mobile Robot Path Planning Based on Angle Guided Ant Colony Algorithm. 217-229 - Wei Wu
A Novel Intelligent Ant Colony System Based on Blockchain. 230-246 - Konstantin Serdyukov
Implementation of the Test Data Generation Algorithm Based on the Ant Colony Optimization Pheromone Model. 247-258
Genetic Algorithm and Evolutionary Computation
- M. Saqib Nawaz
Reasoning About Order Crossover in Genetic Algorithms. 261-271 - Chia Emmanuel Tungom, Ben Niu, Tongtong Xing
Copy and Paste: A Multi-offspring Genetic Algorithm Crossover Operator for the Traveling Salesman Problem. 272-281 - Shuai Sun, Xuegang Hu, Chenyang Bu
Genetic Algorithm for Bayesian Knowledge Tracing: A Practical Application. 282-293 - Tianwei Zhou, Wenwen Zhang, Junrui Lu, Pengcheng He, Keqin Yao:
Reinforced Event-Driven Evolutionary Algorithm Based on Double Deep Q-network. 294-304 - Mengzhen Wang, Yawen Shan, Fei Xu:
Offline Data-Driven Evolutionary Optimization Algorithm Using K-Fold Cross. 305-316
Fireworks Algorithms
- Mingzhang Han, Mingjie Fan, Ning Han, Xinchao Zhao:
A Micro-population Evolution Strategy for Loser-Out Tournament-Based Firework Algorithm. 319-328 - Xiaobing Gan, Tianwei Zhou, Yuhan Mai, Huifen Zhong, Xiuyun Zhang, Qinge Xiao:
An Improved Fireworks Algorithm for Integrated Flight Timetable and Crew Schedule Recovery Problem. 329-338 - Mingze Li, Ying Tan:
Economic Dispatch Optimization for Microgrid Based on Fireworks Algorithm with Momentum. 339-353 - Xiangsen Zhang, Xiangyin Zhang:
UAV Path Planning Based on Hybrid Differential Evolution with Fireworks Algorithm. 354-364
Brain Storm Optimization Algorithm
- Jakub Kudela
Comparing the Brain Storm Optimization Algorithm on the Ambiguous Benchmark Set. 367-379 - Junfeng Chen
Mine Ventilation Prediction Based on BSO-DG Optimized BP Neural Network. 380-390 - Marina Bardamova
Construction of Fuzzy Classifiers by a Brain Storm Optimization Algorithm. 391-403 - Xi Wang, Wei Chen, Qunfeng Liu, Yingying Cao, Shi Cheng, Yanmin Yang:
Quantum-Behaved Simple Brain Storm Optimization with Simplex Search. 404-415
Swarm Intelligence Approach-Based Applications
- Wei-Hsiang Sun, Frederick Kin Hing Phoa
Network Community Detection via an Improved Swarm Intelligence Approach. 419-431 - Karan Singh
Decentralized Supply Chain Optimization via Swarm Intelligence. 432-441 - Shuang Geng, Gemin Liang, Yuqin He, Liezhen Duan, Haoran Xie
Swarm Enhanced Attentive Mechanism for Sequential Recommendation. 442-453
Multi-objective Optimization
- Mingze Li, Ying Tan:
Non-dominated Sorting Based Fireworks Algorithm for Multi-objective Optimization. 457-471 - Zhiqi Zhang, Limin Wang, Xin Yang, Xuming Han, Lin Yue:
Multi-objective Evolutionary Algorithm with Adaptive Fitting Dominant Hyperplane. 472-481 - Biao Xu, Guiyuan Zhang, Xiaoshun Zhang, Ke Li, Yao Yao, Zhun Fan, Yonggang Zhang:
Multi-objective Evolutionary Algorithm for Reactive Power Optimization of Distribution Network Connecting with Renewable Energies and EVs. 482-490 - Nan Li, Lianbo Ma, Tian Zhang, Meirui He:
Multi-objective Evolutionary Ensemble Learning for Disease Classification. 491-500 - Jun Liu
An Improved Multi-objective Optimization Algorithm Based on Reinforcement Learning. 501-513 - Nana Li, Lian Yuan, Xiaoli Shu, Huayao Han, Jie Yang, Yanmin Liu:
Fuzzy Multi-objective Particle Swarm Optimization Based on Linear Differential Decline. 514-523 - Hong Wang, Yixin Wang
Multi-objective Bacterial Colony Optimization Based on Multi-subsystem for Environmental Economic Dispatching. 524-533 - Tianrui Wu, Qingqing Liu, Weili Wang, Qinqin Fan:
Layout Optimization of Indoor Obstacle Using a Multimodal Multi-objective Evolutionary Algorithm. 534-544
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