Computational Intelligence for Modelling, Control & Automation: Evolutionary Computation & Fuzzy Logic for Intelligent Control, Knowledge Acquisition & Information RetrievalMasoud Mohammadian This edited Book is dedicated to the theory and applications of Evolutionary Computation and Fuzzy Logic for Intelligent Control, Knowledge Acquisition and Information Retrieval. The book consists of 86 selected research papers from the 1999 International Conference on Computational Intelligence for Modelling, Control and Automation - CIMCA'99 The research papers presented in this book cover new techniques and applications in the following research areas: Evolutionary Computation, Fuzzy Logic and Expert Systems with their applications for Optimisation, Learning, Control, Scheduling and Multi-Criteria Analysis as well as Reliability Assessment, Information Retrieval and Knowledge Acquisition. |
Contents
Bus Routing Problem and the Ant Colony System U Boryczka | 11 |
Global Optimization for Automatic Design of Electric Motors V Chernenko | 29 |
X | 31 |
Evolutionary Learning Control and Decision Making | 43 |
ImmuneBased Learning System for Design of Traffic Control Rules H Aisu | 60 |
Hybrid Evolutionary Systems Intelligent Agents and Advanced Optimisation | 76 |
Hybrid Genetic Approach to Window Layout Optimisation N Trivedi W | 92 |
A Design of GeneticFuzzy Systems Using Grammatical Encoding J | 105 |
A Model of Fuzzy Automata with Variable Input Sets J Ficzko N Zimic | 260 |
Hybrid Fuzzy Convolution Model Based Predictor Corrector Controller J Abonyi | 265 |
Efficient Learning of NonUniform BSplines for Modelling and Control J Zhang | 282 |
Fuzzy Logic Applications in Modelling Control and Automation | 300 |
RealTime Implementation of Fuzzy Sliding Mode Control for Magnetic Levitation | 317 |
A Simulation of a Fuzzy Logic Based Heating Controller with ANFIS | 334 |
Fuzzy Tracking Error in Qualitative Model Reference Adaptive Control U Keller | 353 |
A New Approach M A Hersh and I Hamburg | 366 |
A Memetic Algorithm to Schedule Planned Grid Maintenance E K Burke | 122 |
Classification of Radiation Spectra Using Map of Linear Classifiers A S Nissinen | 128 |
Modeling the Control on Parallel Implementations of Declarative Programming | 134 |
Towards an Automatic Air Traffic Controller S Sekhavat and S Sastry | 142 |
Detecting Chaos in Financial Market K Kumar C Tan and R Ghosh | 148 |
Hybrid Fuzzy Logic Systems with Robotic Applications | 154 |
Fuzzy Partition of Perception Space for Robot Selfnavigation W B Tong | 160 |
Trajectory Generation and Obstacle Avoidance | 166 |
A Behaviour Based Hierarchical Fuzzy Control Architecture for Agricultural | 172 |
Integrating Fuzzy Logic and Neural Networks in the Design of Navigation | 178 |
Advanced Techniques for Modelling and Design of Fuzzy Logic Systems | 184 |
Automatic Generation and Evaluation of Interpretable Rule Bases for Fuzzy Systems | 192 |
A MeanValue Based Test and Rating Strategy for Automatic Fuzzy Rule Generation | 198 |
SelfTuning Fuzzy Identification and Control Using a Hybrid State Transition Kernel | 204 |
Modeling Fuzzy Classification Systems with Compact Rule Base G Castellano | 210 |
On the Design of Numerical Fuzzy Predictor E M Abd Elrahiem M Mohsin Mollah | 218 |
A New Fuzzy Inference System for Reasoning with Multiple Differential Equations | 224 |
Simulation of a Fuzzy Controller for a Tunnel Bread Oven with Hierarchical | 230 |
On Different Modes of Inheritance in Fuzzy Class Hierarchies E Tsiporkova | 237 |
Conditionally Firing Rules Extend the Possibilities of Fuzzy Controllers B Moser | 243 |
An Integrated and Flexible Approach N Gaertner | 254 |
Linguistic Contour Modelling through Fuzzy Snakes F Höwing L S Dooley | 384 |
Improving Supervised Recognition Algorithms using Possibilities G Athanaze | 404 |
Scheduling Imprecise and Uncertain Orders in a CustomerSubcontractor Context | 417 |
A Heuristic Approach to Fuzzy ResourceConstrained Project Scheduling C H Yeh | 423 |
A KnowledgeBased Approach for Criteria Weighting in MultiCriteria Analysis | 435 |
Fuzzy Network Algorithms and Application to Transportation Problems R R Mendes | 441 |
A Fuzzy Similarity Model for Multicriteria Analysis under Uncertainty H Deng | 449 |
Fuzzy Aggregation Belief Nets and Fuzzy Maps and Reliability Assessment | 455 |
Structural Probabilities in Belief Nets G D Kleiter | 461 |
Reliability Assessment Based on Fuzzy Logic M Bâzu | 470 |
Recovering Dependency Graphs in Uncertain Data T Urban and T Kämpke | 476 |
A Graphical Rule Language for Continuous Dynamic Systems | 482 |
A Fuzzy KnowledgeBased System for CrossLingual Text Retrieval R Chau | 488 |
A Possibility of the Fuzzy Knowledge Discovery for the Medical Prognosis | 495 |
Knowledge Acquisition and Utilization in Hand Wound Diagnosis M Michalewicz | 501 |
Extraction of Line and Step Edges by Fuzzy Reasoning W Li F M Wahl B Krebs | 507 |
Intelligent Expert Systems | 513 |
A Knowledge Base Representing Porters Five Forces Model H de Swaan Arons | 520 |
| 531 | |
Common terms and phrases
adaptive application approach B-spline behaviour cell chromosome classifier complex computational concept considered constraints Control & Automation control system crossover decision defined defuzzification degree developed Differential Evolution dynamic efficient encoding environment equation error evaluation evolutionary algorithm example expert system Farmlet Figure fuzzy control fuzzy logic fuzzy logic control fuzzy model fuzzy numbers fuzzy rules fuzzy sets fuzzy systems genetic algorithms given global Global Optimization goal graph Hausdorff distance IEEE implementation imprecision inference initial configuration input interval IOS Press knowledge base layer learning linear linguistic mapping membership functions method mobile robot Mohammadian multiobjective mutation Neural Networks neuro-fuzzy node nonlinear objective operator optimal control optimisation output paper parameters performance phase population problem programming proposed represent rotor rule base scheduling selection semantic sensors simulated annealing solution solve strategy string structure symbolic Table techniques temperature variables vector weights window