Recent Contributions in Intelligent Systems

✍ Scribed by Vassil Sgurev, Ronald R. Yager, Janusz Kacprzyk, Krassimir T. Atanassov (eds.)

• Publisher: Springer International Publishing
• Year: 2017
• Tongue: English
• Leaves: 389
• Series: Studies in Computational Intelligence 657
• Edition: 1
• Category: Library

✦ Synopsis

This volume is a brief, yet comprehensive account of new development, tools, techniques and solutions in the broadly perceived “intelligent systems”. New concepts and ideas concern the development of effective and efficient models which would make it possible to effectively and efficiently describe and solve processes in various areas of science and technology. Special emphasis is on the dealing with uncertainty and imprecision that permeates virtually all real world processes and phenomena, and has to properly be modeled by formal and algorithmic tools and techniques so that they be adequate and useful. The papers in this volume concern a wide array of possible techniques exemplified by, on the one hand, logic, probabilistic, fuzzy, intuitionistic fuzzy, neuro-fuzzy, etc. approaches. On the other hand, they represent the use of such systems modeling tools as generalized nets, optimization and control models, systems analytic models, etc. They concerns a variety of approaches, from pattern recognition, image analysis, education system modeling, biological and medical systems modeling, etc.

✦ Table of Contents

Front Matter....Pages i-x
Low-Level Image Processing Based on Interval-Valued Fuzzy Sets and Scale-Space Smoothing....Pages 1-22
Generalized Net Representation of Dataflow Process Networks....Pages 23-31
Wireless Sensor Positioning Using ACO Algorithm....Pages 33-44
Time Accounting Artificial Neural Networks for Biochemical Process Models....Pages 45-64
Periodic Time-Varying Observer-Based Learning Control of A/F Ratio in Multi-cylinder IC Engines....Pages 65-83
Fuzzy T–S Model-Based Design of Min–Max Control for Uncertain Nonlinear Systems....Pages 85-102
Modeling Parallel Optimization of the Early Stopping Method of Multilayer Perceptron....Pages 103-113
Intelligent Controls for Switched Fuzzy Systems: Synthesis via Nonstandard Lyapunov Functions....Pages 115-141
A New Architecture for an Adaptive Switching Controller Based on Hybrid Multiple T-S Models....Pages 143-161
Optimization of Linear Objective Function Under (\min -) Probabilistic Sum Fuzzy Linear Equations Constraint....Pages 163-177
Intuitionistic Fuzzy Logic Implementation to Assess Purposeful Model Parameters Genesis....Pages 179-203
Dynamic Representation and Interpretation in a Multiagent 3D Tutoring System....Pages 205-227
Generalized Net Model of the Scapulohumeral Rhythm....Pages 229-247
Method for Interpretation of Functions of Propositional Logic by Specific Binary Markov Processes....Pages 249-261
Generalized Net Models of Academic Promotion and Doctoral Candidature....Pages 263-277
Modeling Telehealth Services with Generalized Nets....Pages 279-290
State-Space Fuzzy-Neural Predictive Control....Pages 291-312
Free Search and Particle Swarm Optimisation Applied to Global Optimisation Numerical Tests from Two to Hundred Dimensions....Pages 313-337
Intuitionistic Fuzzy Sets Generated by Archimedean Metrics and Ultrametrics....Pages 339-378
Production Rule and Network Structure Models for Knowledge Extraction from Complex Processes Under Uncertainty....Pages 379-390

✦ Subjects

Computational Intelligence;Artificial Intelligence (incl. Robotics)