Fuzzy Logic, Neural Networks, and Evolutionary Computation
Springer Berlin (Verlag)
978-3-540-61988-8 (ISBN)
The combining of the technologies of fuzzy logic, neural networks, and evolutionary computation is expected to open up a new paradigm of machine learning for the realization of human-like information generating systems. The excellent papers presented are organized in sections on fuzzy and evolutionary computation, fuzzy and learning automata, fuzzy and neural networks, genetic algorithms, and CAM-brain.
The design of hybrid fuzzy/evolutionary multiobjective optimization algorithms.- Structure identification of acquired knowledge in fuzzy inference by genetic algorithms.- A fuzzy classifier system that generates linguistic rules for pattern classification problems.- Numerical coding and unfair average crossover in GA for fuzzy rule extraction in dynamic environments.- Acquisition of fuzzy rules from DNA coding method.- Experimental study on acquisition of optimal action for autonomous mobile robot to avoid moving multiobstacles.- New approaches on structure identification of fuzzy models: Case study in an electro-mechanical system.- A generic fuzzy neuron and its application to motion estimation.- Fizzy-Fuzzy inferencing.- Multi-layer perceptron design using Delaunay triangulations.- A genetic algorithm for planning coal purchase of a real electric power plant.- "CAM-Brain? ATR's billion neuron artificial brain project a three year progress report.
| Erscheint lt. Verlag | 6.11.1996 |
|---|---|
| Reihe/Serie | Lecture Notes in Artificial Intelligence | Lecture Notes in Computer Science |
| Zusatzinfo | X, 250 p. |
| Verlagsort | Berlin |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 392 g |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Mathematik / Informatik ► Mathematik ► Allgemeines / Lexika | |
| Mathematik / Informatik ► Mathematik ► Angewandte Mathematik | |
| Mathematik / Informatik ► Mathematik ► Logik / Mengenlehre | |
| Schlagworte | algorithms • Evolutionäre Algorithmen • Evolutionäres Rechnen • Evolutionary Computing • Fuzzy Logic • Fuzzy-Logik • Fuzzy-Logik / Unscharfe Logik • Genetische Algorithmen • Genetischer Algorithmus • Hardcover, Softcover / Informatik, EDV/Informatik • learning automata • Lernende Automaten • Lernender Automat • machine learning • Neural networks • Neuronale Netze • Neuronales Netz |
| ISBN-10 | 3-540-61988-7 / 3540619887 |
| ISBN-13 | 978-3-540-61988-8 / 9783540619888 |
| Zustand | Neuware |
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