This book constitutes the refereed proceedings of the International Conference on Computational Intelligence held in Dortmund, Germany, as the 5th Fuzzy Days, in April 1997.
Besides three invited contributions, the book presents 53 revised full papers selected from a total of 130 submissions. Also included are 35 posters documenting a broad scope of applications of computational intelligence techniques in a variety of areas. The volume addresses all current issues in computational intelligence, e.g. fuzzy logic, fuzzy control, neural networks, evolutionary algorithms, genetic programming, neuro-fuzzy systems, adaptation and learning, machine learning, etc.
Author(s): J. J. Collins, Malachy Eaton (auth.), Bernd Reusch (eds.)
Series: Lecture Notes in Computer Science 1226
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 1997
Language: English
Pages: 609
Tags: Artificial Intelligence (incl. Robotics); Mathematical Logic and Formal Languages; Computation by Abstract Devices; Image Processing and Computer Vision; Systems and Information Theory in Engineering
A global representation scheme for genetic algorithms....Pages 1-15
Genetic algorithms, schemata construction and statistics....Pages 16-23
Adaptive non-uniform mutation for genetic algorithms....Pages 24-34
Structure identification of functional-type fuzzy models with application to modelling nonlinear dynamic plants....Pages 35-45
Identification of systems using radial basis networks feedbacked with FIR filters....Pages 46-51
A novel neurocomputing approach to nonlinear stochastic state estimation....Pages 52-60
A toolset for the design of analogous fuzzy-hardware....Pages 61-68
Genetic algorithms with optimal structure applied to Evolvable HardWare (EHW)....Pages 69-73
Position control system with fuzzy microprocessor AL220....Pages 74-81
Fuzzy-neural computing systems: Recent developments and future directions....Pages 82-91
Optimizing the self-organizing-process of topology maps....Pages 92-100
Syntactical Self-Organizing Map....Pages 101-109
On-line learning based on adaptive similarity and fixed size rule base....Pages 110-121
Ability of Fuzzy Constraint Networks to reduce the dynamic of changes in product development....Pages 122-140
A novel neural network technique for modelling data containing multiple functions....Pages 141-149
Using Genetic Engineering to find modular structures and activation functions for architectures of Artificial Neural Networks....Pages 150-161
Genetic Algorithms for solving Systems of Fuzzy Relational Equations....Pages 162-167
On the chaining of fuzzy IF-THEN rule bases interpreted by the principle FATI II. The case of non-singleton inputs....Pages 168-178
Chaining syllogism applied to fuzzy IF-THEN rules and rule bases....Pages 179-188
Computational properties of fuzzy logic deduction....Pages 189-196
Fuzzy diagnosis of float-glass production furnace....Pages 197-206
Application of fuzzy control to fed-batch yeast fermentation....Pages 207-216
Adaptation, learning, and evolutionary computing for intelligent robots....Pages 217-228
About Linguistic Negation of Nuanced Property in declarative modeling in image synthesis....Pages 229-240
Fuzzy clustering and images reduction....Pages 241-249
Predicates and superimposed coding: An application to image recognition....Pages 250-271
Locally adaptive fuzzy image enhancement....Pages 272-276
Fuzzy modeling of conceptual spaces....Pages 277-284
Construction of a fuzzy model with few examples....Pages 285-293
Rare fault detection by possibilistic reasoning....Pages 294-298
Fuzzy zeroes and indistinguishability of real numbers....Pages 299-303
Detection of sleep with new preprocessing methods for EEG analysing....Pages 304-310
Application of evolutionary algorithms to the problem of new clustering of psychological categories using real clinical data sets....Pages 311-320
Forecasting sales using neural networks....Pages 321-328
Word-concept clusters in a legal document collection....Pages 329-336
A retrospective view and outlook on evolutionary algorithms....Pages 337-342
A self tuning fuzzy controller....Pages 343-362
A new type of fuzzy logic system for adaptive modelling and control....Pages 363-380
Scalar optimization with linear and NOnlinear Constraints using EVOlution Strategies....Pages 381-392
Continuous control of a synchronous generator's active and reactive power connected to network by using fuzzy neural networks algorithms....Pages 393-402
Design of adaptive fuzzy controller for bolu highway tunnel ventilation system....Pages 403-410
Layered neural networks as universal approximators....Pages 411-415
Fuzzy backpropagation training of neural networks....Pages 416-427
Fuzzy and neural network controller — a new tool for stability analysis....Pages 428-433
Evolution strategies applied to controls on a two axis robot....Pages 434-443
Purposeful and reactive navigation based on qualitative path planning and fuzzy logic....Pages 444-455
Application of the approximate fuzzy reasoning based on interpolation in the vague environment of the fuzzy rulebase in the fuzzy logic controlled path tracking strategy of differential steered AGVs....Pages 456-467
An approach for data analysis and forecasting with neuro fuzzy systems — Demonstrated on flood events at river Mosel....Pages 468-477
Identification of Waste Water Treatment Plant using Neural Networks....Pages 478-483
Fuzzy logic based control of Switched Reluctance Motor to reduce torque ripple....Pages 484-491
Fuzzy logic control of high voltage DC transmission system....Pages 492-500
Compensation for unbalances at magnetic bearings....Pages 501-509
Supervised classification of remotely sensed images based on fuzzy sets....Pages 510-516
An adjusted evolutionary algorithm for the optimization of fuzzy controllers....Pages 517-528
Power factor correction in power systems having load asymmetry by using fuzzy logic controller....Pages 529-535
Fuzzy partitions in learning from examples....Pages 536-542
Economic forecasting using Genetic Algorithms....Pages 543-544
Interactive Genetic Algorithms and Evolution based Cooperative Problem-Solving....Pages 545-545
A fuzzy model based control of well mixed reactor with cooling jacket....Pages 546-546
Optimizing video signal processing algorithms by evolution strategies....Pages 547-548
An example for decision support in insurance....Pages 549-549
Fuzzy identification of distributed components....Pages 550-552
Neural control of a nonlinear elastic two-mass system....Pages 553-553
A learning fuzzy system for predicting overshootings in process control....Pages 554-555
ANN — based power unit protective system....Pages 556-557
A scheduling problem with multicriteria evaluation....Pages 558-559
Hardware implementation of a mixed analog-digital neural network....Pages 560-560
A fuzzy segmentation method for digital substract angiograms analysis....Pages 561-563
Application of genetic algorithms to computer assignment problem in distributed hard real-time systems....Pages 564-564
Local search for computing normal circumstances models (abstract)....Pages 565-566
A graphical tool for implementing Neural Networks for digital Signal Processing on Parallel computers....Pages 567-567
Fuzzy guidance controller for paraglider....Pages 568-569
An efficient algorithm approximately solving the General routing Problem in Graphs....Pages 570-571
Design of a method for machine scheduling for core blowers in foundries....Pages 572-572
Paragen II: Evolving parallel transformation rules....Pages 573-573
Alarm optimising by fuzzy logic in preterm infants monitoring....Pages 574-574
Supervised learning of fuzzy tree hypotheses....Pages 575-576
A fuzzy neural network sensor for fermentation processes....Pages 577-578
Convex fuzzy restriction....Pages 579-580
Genetic programming in optimization of Algorithms....Pages 581-582
Application of fuzzy logic in solving problems from the area of reliability and maintenance of aircraft systems....Pages 583-584
A fuzzy based texture retrieval system that considers psychological aspects....Pages 585-586
Neuro-fuzzy approach for electro-discharge sinking process control....Pages 587-588
Simulation of analogue electronic circuits using fuzzy curves....Pages 589-590
Correlated activity pruning (CAPing)....Pages 591-592
Fuzzy control design of an activated sludge plant....Pages 593-594
Use of fuzzy objects for statistical description of discrete systems with complex behavior....Pages 595-597
On applying genetic algorithms to an intelligent sliding-mode control system training....Pages 598-600
Neural networks and edge detection....Pages 601-603
Design elements of EHW using GA with local improvement of chromosomes....Pages 604-604
ANN and Fuzzy logic applied to control of disturbances in mechatronics system....Pages 605-606
