Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine

Castillo, Oscar, Melin, Patricia

  • 出版商: Springer
  • 出版日期: 2020-12-03
  • 售價: $4,330
  • 貴賓價: 9.5$4,114
  • 語言: 英文
  • 頁數: 362
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3030341372
  • ISBN-13: 9783030341374
  • 海外代購書籍(需單獨結帳)

商品描述

Part I: Type-1 and Type-2 Fuzzy Logic.- Intuitionistic and Neutrosophic Fuzzy Logic: Basic Concepts and Applications.- Study of the Relevance of Polynomial Order in Takagi-Sugeno Fuzzy Inference Systems Applied in Diagnosis Prolems.- Adaptation of Parameters with Binary Cat Swarm Optimization Algorithm of Controller for a Mobile Autonomous Robot.- Comparison of Fuzzy Controller Optimization with Dynamic Parameter Adjustment based on of Type-1 and Type-2 Fuzzy Logic.- Part II: Pattern Recognition.- Particle Swarm Algorithm for the Optimization of Modular Neural Networks in Pattern Recognition.- Optimal recognition model based on convolutional neural networks and fuzzy gravitational search algorithm method.