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8. ICSI 2017: Fukuoka, Japan
- Ying Tan, Hideyuki Takagi, Yuhui Shi:
Advances in Swarm Intelligence - 8th International Conference, ICSI 2017, Fukuoka, Japan, July 27 - August 1, 2017, Proceedings, Part I. Lecture Notes in Computer Science 10385, Springer 2017, ISBN 978-3-319-61823-4
Theories and Models of Swarm Intelligence
- Kashif Hussain, Mohd. Najib Mohd. Salleh
, Shi Cheng, Yuhui Shi:
Comparative Analysis of Swarm-Based Metaheuristic Algorithms on Benchmark Functions. 3-11 - Pedro G. Guillén
A Mathematical Model of Information Theory: The Superiority of Collective Knowledge and Intelligence. 12-21 - Zvi Retchkiman Königsberg:
Modelling and Verification Analysis of the Predator-Prey System via a First Order Logic Approach. 22-30 - Jing Ma, Edmund M.-K. Lai:
Flock Diameter Control in a Collision-Avoiding Cucker-Smale Flocking Model. 31-39 - Kei Ohnishi, Junya Okano, Mario Koeppen:
Building a Simulation Model for Distributed Human-Based Evolutionary Computation. 40-49 - Eugene Larkin
Model of Interruptions in Swarm Unit. 50-59
Novel Swarm-Based Optimization Algorithms
- Andrea Serani
Dolphin Pod Optimization. 63-70 - Xiang Li, Kang Li, Zhile Yang
Teaching-Learning-Feedback-Based Optimization. 71-79 - Lifang Xu, Hongwei Mo, Jiao Zhao, Chaomin Luo
Magnetotactic Bacteria Optimization Algorithm Based on Moment Interaction Energy. 80-87 - Fang Liu, Min Huang, Teng Zhang, Feng Mao:
A Guide Sign Optimization Problem for an Added Road Based on Bird Mating Optimizer. 88-98 - Jie Luo, Huiling Chen
LGWO: An Improved Grey Wolf Optimization for Function Optimization. 99-105 - Gai-Ge Wang
An Improved Monarch Butterfly Optimization with Equal Partition and F/T Mutation. 106-115
Particle Swarm Optimization
- Jacomine Grobler
A Scalability Analysis of Particle Swarm Optimization Roaming Behaviour. 119-130 - Qianlin Zhou, Hui Lu, Jinhua Shi, Kefei Mao, Xiaonan Ji:
The Analysis of Strategy for the Boundary Restriction in Particle Swarm Optimization Algorithm. 131-139 - Muhammad Zeeshan Shirazi, Trinadh Pamulapati, Rammohan Mallipeddi, Kalyana Chakravarthy Veluvolu:
Particle Swarm Optimization with Ensemble of Inertia Weight Strategies. 140-147 - Yulian Cao
Hybrid Comprehensive Learning Particle Swarm Optimizer with Adaptive Starting Local Search. 148-157 - Jia Guo
A Bare Bones Particle Swarm Optimization Algorithm with Dynamic Local Search. 158-165 - Fengyang Sun
Improving Multi-layer Particle Swarm Optimization Using Powell Method. 166-173 - Zhe-Ping Shen, Walter W. Chen
On the Improvement of PSO Scripts for Slope Stability Analysis. 174-179 - Jiqiang Feng, Guixiang Lai, Shi Cheng, Feng Zhang, Yifei Sun:
A High-Dimensional Particle Swarm Optimization Based on Similarity Measurement. 180-188 - Xuemin Liu, Lili, Jiaoju Ge:
A Center Multi-swarm Cooperative Particle Swarm Optimization with Ratio and Proportion Learning. 189-197
Applications of Particle Swarm Optimization
- Fu-Shiung Hsieh:
A Discrete Particle Swarm Algorithm for Combinatorial Auctions. 201-208 - Vijay John
Registration of GPS and Stereo Vision for Point Cloud Localization in Intelligent Vehicles Using Particle Swarm Optimization. 209-217 - Li Jun-jun, Xu Bo-wei, Fan Qin-Qin:
Immersed Tunnel Element Translation Control Under Current Flow Based on Particle Swarm Optimization. 218-224 - Zühnja Riekert, Mardé Helbig
Solving Inverse Kinematics with Vector Evaluated Particle Swarm Optimization. 225-237 - Kuo-Hsiung Wang, Cheng-Dar Liou:
Particle Swarm Optimization for the Machine Repair Problem with Working Breakdowns. 238-245 - Guillermo Díaz, Andrés Iglesias
Intelligent Behavioral Design of Non-player Characters in a FPS Video Game Through PSO. 246-254
Ant Colony Optimization
- Xiangyang Deng, Limin Zhang, Jiawen Feng:
An Improved Ant Colony Optimization with Subpath-Based Pheromone Modification Strategy. 257-265 - Andreas Kasprzok, Beshah Ayalew, Chad Lau:
Decentralized Congestion Control in Random Ant Interaction Networks. 266-276 - Wei Qu, Xiaowei Wang:
An Energy-Saving Routing Strategy Based on Ant Colony Optimization in Wireless Sensor Networks. 277-284 - Kiwon Yeom:
Pheromone Inspired Morphogenic Distributed Control for Self-organization of Autonomous Aerial Robots. 285-292 - Rung-Tzuo Liaw, Yu-Wei Chang, Chuan-Kang Ting
Solving the Selective Pickup and Delivery Problem Using Max-Min Ant System. 293-300 - Chaomin Luo
An Improved Ant-Driven Approach to Navigation and Map Building. 301-309
Artificial Bee Colony Algorithms
- Jiuyuan Huo, Liqun Liu:
A Multi-cores Parallel Artificial Bee Colony Optimization Algorithm Based on Fork/Join Framework. 313-319 - L. S. Suma, S. S. Vinod Chandra
Identification of Common Structural Motifs in RNA Sequences Using Artificial Bee Colony Algorithm for Optimization. 320-327 - Huiyan Yang, Xianneng Li, Guangfei Yang:
A Mixed Artificial Bee Colony Algorithm for the Time-of-Use Pricing Optimization. 328-336 - Asaju La'aro Bolaji
Optimization of Office-Space Allocation Problem Using Artificial Bee Colony Algorithm. 337-346
Genetic Algorithms
- Peter David Shannon, Chrystopher L. Nehaniv
Enhancing Exploration and Exploitation of NSGA-II with GP and PDL. 349-361 - Dongyang Li, Weian Guo, Yanfen Mao, Lei Wang, Qidi Wu:
A Novel Strategy to Control Population Diversity and Convergence for Genetic Algorithm. 362-369 - Tomoko Kashima, Yukiko Orito, Hiroshi Someya:
Consecutive Meals Planning by Using Permutation GA: Evaluation Function Proposal for Measuring Appearance Order of Meal's Characteristics. 370-377 - Soojung Lee:
Improving Jaccard Index Using Genetic Algorithms for Collaborative Filtering. 378-385 - Qing Liu, Rongjun Tang, Jingyan Kang, Junliang Yao, Wenqing Wang, Yali Wu:
Optimizing Least-Cost Steiner Tree in Graphs via an Encoding-Free Genetic Algorithm. 386-393 - Qirong Tang, Le Liang, Yinghao Li, Zhenqiang Deng, Yinan Guo
An Energy Minimized Solution for Solving Redundancy of Underwater Vehicle-Manipulator System Based on Genetic Algorithm. 394-401 - Erzhou Zhu, Chenglong Yao, Zhujuan Ma, Feng Liu:
Study of an Improved Genetic Algorithm for Multiple Paths Automatic Software Test Case Generation. 402-408
Differential Evolution
- Tetsuyuki Takahama, Setsuko Sakai:
An Adaptive Differential Evolution with Learning Parameters According to Groups Defined by the Rank of Objective Values. 411-419 - Chengyong Si, Jianqiang Shen, Xuan Zou, Lei Wang:
Comparison of Differential Evolution Algorithms on the Mapping Between Problems and Penalty Parameters. 420-428 - Yating Chen:
Cooperation Coevolution Differential Evolution with Gradient Descent Strategy for Large Scale. 429-439 - Kiyoharu Tagawa, Shohei Fujita:
Chebyshev Inequality Based Approach to Chance Constrained Optimization Problems Using Differential Evolution. 440-448 - Paul Dempster
Solving the Distributed Two Machine Flow-Shop Scheduling Problem Using Differential Evolution. 449-457 - Wenhong Wei, Zhaoquan Cai, Yong Qin, Ming Tao, Lan Li:
A Multi-objective Differential Evolution for QoS Multicast Routing. 458-465 - Syuan-Yi Chen, Min-Han Song:
Energy-Saving Variable Bias Current Optimization for Magnetic Bearing Using Adaptive Differential Evolution. 466-474
Fireworks Algorithm
- Jun Yu, Hideyuki Takagi:
Acceleration for Fireworks Algorithm Based on Amplitude Reduction Strategy and Local Optima-Based Selection Strategy. 477-484 - Junqi Zhang, ShanWen Zhu, MengChu Zhou:
From Resampling to Non-resampling: A Fireworks Algorithm-Based Framework for Solving Noisy Optimization Problems. 485-492 - Xinchao Zhao, Rui Li
Elite-Leading Fireworks Algorithm. 493-500 - Eva Tuba
Guided Fireworks Algorithm Applied to the Maximal Covering Location Problem. 501-508
Brain Storm Optimization Algorithm
- Hong Wang, Jia Liu, Wenjie Yi
An Improved Brain Storm Optimization with Learning Strategy. 511-518 - Yali Wu, Xinrui Wang, Yulong Fu, Yingruo Xu:
Difference Brain Storm Optimization for Combined Heat and Power Economic Dispatch. 519-527
Cuckoo Search
- Shi Wang, Shuangyu Song, Yang Yu, Zhe Xu, Hanaki Yachi, Shangce Gao
Multiple Chaotic Cuckoo Search Algorithm. 531-542 - Javier Quirce, Andrés Iglesias
Cuckoo Search Algorithm Approach for the IFS Inverse Problem of 2D Binary Fractal Images. 543-551 - Claus Aranha, Keita Toda, Hitoshi Kanoh:
Solving the Graph Coloring Problem Using Cuckoo Search. 552-560 - Collins Leke, Alain Richard Ndjiongue, Bhekisipho Twala
A Deep Learning-Cuckoo Search Method for Missing Data Estimation in High-Dimensional Datasets. 561-572 - Yuta Umenai, Fumito Uwano, Hiroyuki Sato, Keiki Takadama:
Strategies to Improve Cuckoo Search Toward Adapting Randomly Changing Environment. 573-582
Firefly Algorithm
- Dali Zhang, Chao Zhong, Changhong Wang, Haowei Guan, Hongwei Xia:
Firefly Algorithm Optimized Particle Filter for Relative Navigation of Non-cooperative Target. 585-592 - Jie Liu, Lin Teng
An Improved Discrete Firefly Algorithm Used for Traveling Salesman Problem. 593-600 - Yuchen Zhang, Xiujuan Lei, Ying Tan
Firefly Clustering Method for Mining Protein Complexes. 601-610 - Li Li, Jianwei Liu, Mingxiang Ling, Yuanyuan Wang, Hongwei Xia:
Improved Two-Dimensional Otsu Based on Firefly Optimization for Low Signal-to-Noise Ratio Images. 611-617 - Kejie Wang, Huiling Chen
3D-FOAdis: An Improved Fruit Fly Optimization for Function Optimization. 618-625
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