Soft Computing Techniques in Engineering Applications
Springer International Publishing (Verlag)
978-3-319-37501-4 (ISBN)
The Soft Computing techniques, which are based on the information processing of biological systems are now massively used in the area of pattern recognition, making prediction & planning, as well as acting on the environment. Ideally speaking, soft computing is not a subject of homogeneous concepts and techniques; rather, it is an amalgamation of distinct methods that confirms to its guiding principle. At present, the main aim of soft computing is to exploit the tolerance for imprecision and uncertainty to achieve tractability, robustness and low solutions cost. The principal constituents of soft computing techniques are probabilistic reasoning, fuzzy logic, neuro-computing, genetic algorithms, belief networks, chaotic systems, as well as learning theory. This book covers contributions from various authors to demonstrate the use of soft computing techniques in various applications of engineering.
From the Contents: Machine Vision Solutions in Automotive Industry Kinect Quality Enhancement for Triangular Mesh Reconstruction with a Medical Image Application.- Matlab GUI Package for Comparing Data Clustering Algorithms.- Multi Objective Line Symmetry Based Evolutionary Clustering Approach.- An Efficient Method for Contrast Enhancement of Digital Mammographic Images.- Simulation of Obstacle Detection and Speed Control for Autonomous Robotic Vehicle.- A Review of Global Path Planning Algorithms for Planar Navigation of Autonomous Underwater Robots.
From the book reviews:
"This book is a collection of recent applications of soft computing in medical imaging, the automotive industry, and robotics. ... the book can be used as reference textbook to give beginners an idea of how to apply soft computing algorithms to practical applications." (Jindong Liu, Computing Reviews, June, 2014)| Erscheinungsdatum | 15.09.2016 |
|---|---|
| Reihe/Serie | Studies in Computational Intelligence |
| Zusatzinfo | VI, 206 p. 134 illus., 57 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Geisteswissenschaften ► Psychologie ► Allgemeine Psychologie |
| Informatik ► Grafik / Design ► Digitale Bildverarbeitung | |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| Technik | |
| Schlagworte | Artificial Intelligence • Cognition and cognitive psychology • Cognitive Psychology • Computational Intelligence • computer vision • Engineering • Image Processing • image processing and computer vision • Soft Computing • Vision Science |
| ISBN-10 | 3-319-37501-6 / 3319375016 |
| ISBN-13 | 978-3-319-37501-4 / 9783319375014 |
| Zustand | Neuware |
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