The field of computational intelligence (CI) has expanded rapidly during recent years with a large and still increasing range of applications. This book contains a cohesive set of thirty contributions that cover a wide, well-selected range of topics. The book is organized in the following five parts: Part I: Neural network-based intelligent estimation and control Part II: Fuzzy logic-based intelligent estimation and control Part III: Genetic algorithm-based system analysis and design Part IV: Hybrid intelligent techniques in system analysis and control Part V: Computational intelligence in engineering applications Parts I-IV include general overviews, new techniques and practical CI algorithms for system analysis, identification, optimization and control, and Part V contains nine important applications of CI dealing with robot control, collision avoidance of dangerous ships, automated visual inspection, control of fed-batch bioprocesses, identification of naval turbochargers, semi-active suspension design of ground vehicles, ecological populations' modeling, vehicle navigation, state estimation of electric power systems, and multi-robot cooperative control. The book can be used as a reference volume by researchers and practitioners in the field, and as a rich unified information source by teachers and students in related postgraduate programs, thus saving considerable time in searching the scattered literature in the field.
Produkteigenschaften
- Artikelnummer: 9780792359937
- Medium: Buch
- ISBN: 978-0-7923-5993-7
- Verlag: SPRINGER NATURE
- Erscheinungstermin: 31.01.2000
- Sprache(n): Englisch
- Auflage: 1999
- Serie: Intelligent Systems, Control and Automation: Science and Engineering
- Produktform: Gebunden
- Gewicht: 726 g
- Seiten: 372
- Format (B x H x T): 180 x 232 x 26 mm
- Ausgabetyp: Kein, Unbekannt