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| 001 | 000000687837 | |
| 005 | 20260102113830 | |
| 008 | 980623s1999 flua b 001 0 eng | |
| 010 | ▼a 98030005 | |
| 020 | ▼a 0849398045 (alk. paper) | |
| 040 | ▼a DLC ▼c DLC ▼d PMC ▼d MWR ▼d 211009 | |
| 049 | 1 | ▼l 121046910 ▼f 과학 |
| 050 | 0 0 | ▼a QA76.87 ▼b .F87 1999 |
| 082 | 0 0 | ▼a 006.3/2 ▼2 21 |
| 090 | ▼a 006.3 ▼b F993 | |
| 245 | 0 0 | ▼a Fusion of neural networks, fuzzy sets, and genetic algorithms : ▼b industrial applications / ▼c edited by Lakhmi C. Jain, N.M. Martin. |
| 260 | ▼a Boca Raton : ▼b CRC press, ▼c c1999. | |
| 300 | ▼a 354 p. : ▼b ill. ; ▼c 25 cm. | |
| 440 | 4 | ▼a The CRC Press international series on computational intelligence |
| 504 | ▼a Includes bibliographical references and index. | |
| 505 | 0 | ▼a Introduction to neural networks, fuzzy systems, genetic algorithms, and their fusion / N.M. Martin and L.C. Jain -- A new fuzzy-neural controller / K. Shimojima and T. Fukuda -- Expert knowledge-based direct frequency converter using fuzzy logic control / E. Wiechmann and R. Burgos - Design of an electro-hydraulic system using neuro-fuzzy techniques / P.J. Costa Branco and J.A. Dente -- Neural fuzzy based intelligent systems and applications / E. Kahn -- Vehicle routing through simulation of natural processes / J.-Y. Potvin and S.R. Thangiah -- Fuzzy logic and neural networks in fault detection / B. K?ppen-Seliger and P.M. Frank -- Application of the neural network and fuzzy logic to the rotating machine diagnosis / M. Tanaka -- Fuzzy expert systems in ATM networks / C. Douligeris, and S. Palazzo -- Multimedia telephone for hearing-impaired people / F. Lavagetto - Multi-objective evolutionary algorithms in gas turbine aero-engine control / A. Chipperfield, P. Fleming, and H. Betteridge -- Application of genetic algorithms in telecommunication system design / V. Sinkovic, I. Lovrek, and B. Mikac. |
| 650 | 0 | ▼a Neural networks (Computer science). |
| 650 | 0 | ▼a Fuzzy sets. |
| 650 | 0 | ▼a Genetic algorithms. |
| 700 | 1 | ▼a Jain, L. C., ▼d 1946- ▼0 AUTH(211009)178951. |
| 700 | 1 | ▼a Martin, N. M. |
소장정보
| No. | 소장처 | 청구기호 | 등록번호 | 도서상태 | 반납예정일 | 예약 | 서비스 |
|---|---|---|---|---|---|---|---|
| No. 1 | 소장처 과학도서관/Sci-Info(2층서고)/ | 청구기호 006.3 F993 | 등록번호 121046910 (2회 대출) | 도서상태 대출가능 | 반납예정일 | 예약 | 서비스 |
컨텐츠정보
책소개
Artificial neural networks can mimic the biological information-processing mechanism in - a very limited sense. Fuzzy logic provides a basis for representing uncertain and imprecise knowledge and forms a basis for human reasoning. Neural networks display genuine promise in solving problems, but a definitive theoretical basis does not yet exist for their design.
Fusion of Neural Networks, Fuzzy Systems and Genetic Algorithms integrates neural net, fuzzy system, and evolutionary computing in system design that enables its readers to handle complexity - offsetting the demerits of one paradigm by the merits of another.
This book presents specific projects where fusion techniques have been applied. The chapters start with the design of a new fuzzy-neural controller. Remaining chapters discuss the application of expert systems, neural networks, fuzzy control, and evolutionary computing techniques in modern engineering systems. These specific applications include:
Fusion of Neural Networks, Fuzzy Systems and Genetic Algorithms covers the spectrum of applications - comprehensively demonstrating the advantages of fusion techniques in industrial applications.
In a succinct, well-illustrated, and non-mathematical presentation, this book integrates neural net, fuzzy system, and evolutionary computing in system design in a way that enables its readers to handle complexity - offsetting the demerits of one paradigm by the merits of another. It presents specific projects where fusion techniques have been appl
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목차
PrefaceIntroduction to Knowledge-Based Engineering, N.M. Martin and L.C. Jain, AustraliaA New Fuzzy-Neural Controller, K. Shimojima and T. Fukuda, JapanExpert Knowledge-Based Direct Frequency Converter Using Fuzzy Logic Control, E. Wiechmann and R Burgos, ChileDesign of an Electro-Hydraulic System Using Neuro-Fuzzy Techniques, P.J. Costa Branco and J.A Dente, PortugalNeural Fuzzy Based Intelligent Systems and Applications, E. Khan, United StatesVehicle Routing through Simulation of Natural Processes, J.-Y. Potvin, Canada and S.R. Thangiah, United StatesFuzzy Logic and Neural Networks in Fault Detection, B. Koppen-Seliger and P.M. Frank, GermanyApplication of the Neural Network and Fuzzy Logic to the Rotating Machine Diagnosis, M. Tanaka, JapanFuzzy Expert Systems in ATM Networks, C. Douligeris and S. Palazzo, ItalyMultimedia Telephone for Hard Hearing People, F. Lavagetto, ItalyMultiobjective Evolutionary Algorithms in Gas Turbine Aero-Engine Control, A. Chipperfield, P. Fleming, and H. Betteridge, United KingdomApplication of Genetic Algorithms in Telecommunication System Design, V. Sinkovic, I. Lovrek, and B. Mikac, Croatia
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