Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery

1. Natural Computation: Theory and Algorithms - Genetic and Evolutionary Algorithms

   1. An Improved Quantum Genetic Algorithm Based on Population Partition and Dynamic Probability Amplitude

      • Cheng Yao Shi, Zhao Cheng Xuan, Chao Yang, Yong Fei Yang

      Pages 168-177

2. Natural Computation: Theory and Algorithms - Nonlinear Phenomena, Chaos, Complex Networks and Systems

   1. Front Matter

      Pages 179-179

      PDF

   2. Sink Location Privacy Protection Algorithm Based on Tangential Path in WSN

      • Leqiang Bai, Hongshu Zhu

      Pages 181-188

   3. Study on the Energy Dissipation of Two Lane Traffic Flow with Lane Reduction

      • Li-Si Jia, Wei Pan

      Pages 189-196

   4. Chaos and Quasi-period in Erbium-Doped Fiber Laser

      • Senlin Yan

      Pages 197-205

   5. Global Stability for a Coupled System of Fractional-Order Differential Equations with Discontinuous Terms on Network

      • Yang Gao

      Pages 206-213

   6. Optimal Identification of Multiple Diffusion Sources in Complex Networks with Partial Observations

      • Xiang Li, Xiaojie Wang, Chengli Zhao, Xue Zhang, Dongyun Yi

      Pages 214-223

   7. Exact Solutions for \((2+1)\)–Dimensional Nonlinear Schrödinger Schrodinger Equation Based on Modified Extended tanh Method

      • Mei Xiong, Longwei Chen, Chaochao Li, Juan Wang

      Pages 224-231

3. Natural Computation: Theory and Algorithms - Other Topics in Natural Computation Theory and Algorithms

   1. Front Matter

      Pages 233-233

      PDF

   2. Extraction of Basic-Level Categories Using Dendrogram and Multidendrogram

      • Mariusz Mulka, Wojciech Lorkiewicz, Radosław P. Katarzyniak

      Pages 235-243

   3. Compressed Sensing of Complex Reflections Using Range-Azimuth Dictionary in a Bionic Sonar System

      • Changsheng Yang, Junxiong Wang, Hong Liang, Herbert Peremans

      Pages 244-251

   4. Relationships Between Dilemma Strength and Fixation Properties in Coevolutionary Games

      • Hendrik Richter

      Pages 252-259

   5. Future Linear Matrix Equation of Generalized Sylvester Type Solved by Zeroing Neural Dynamics and 5-Instant ZeaD Formula

      • Liangjie Ming, Nini Shi, Yang Shi, Yunong Zhang

      Pages 260-270

   6. A Heuristic Scout Search Mechanism for Artificial Bee Colony Algorithm

      • Ying Wu, Jian Xu, Changsheng Zhang

      Pages 271-278

   7. Correlation Filter Tracking Algorithm Based on Spatio-Temporal Context

      • Jin Die, Na Li, Ying Liu, Yangyang Wu

      Pages 279-289

   8. Anti-occlusion Video Target Tracking Based on Double Threshold Judgment

      • Ying Zhang, Fang-cang Du, Ke Xu

      Pages 290-296

4. Natural Computation Applications: Natural Computation in Pattern Recognition and Diagnostics

   1. Front Matter

      Pages 297-297

      PDF

   2. Research on the Modern Power Grid Planning Method Based on the Nature and Characteristic of Power Network Planning

      • Ping Zhang, Jingbo Liu, Zhijun Wang

      Pages 299-306

   3. Capsule Recurrent Neural Network with Weight Update Using Dynamic Routing by Agreement: A Unified Model for Action Recognition in Videos

      • Keyang Cheng, Lubamba Kasangu Eric, Rabia Tahir, Maozhen Li

      Pages 307-316

   4. A High-Dimensional and Multi-granularity Feature Selection Method Based on CNN and RF

      • Yinghong Sun, Lei Liu, Sheng Chen, Liangwen Hou

      Pages 317-325

This book discusses the recent advances in natural computation, fuzzy systems and knowledge discovery. Presenting selected, peer-reviewed papers from the 15th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD 2019), held in Kunming, China, from 20 to 22 July 2019, it is a useful resource for researchers, including professors and graduate students, as well as R&D staff in industry.

• Natural Computation
• Fuzzy Systems
• Knowledge Discovery
• ICNC-FSKD
• ICNC-FSKD 2019

• School of Computer Science and Engineering, The University of Aizu, Aizu-Wakamatsu, Japan

  Yong Liu

• School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore, Singapore

  Lipo Wang

• Computer Science and Mathematics, University of Sao Paulo, Ribeirao Preto, Brazil

  Liang Zhao

• School of Information Engineering and Automation, Kunming University of Science and Technology, Kunming, China

  Zhengtao Yu

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