Optimization for Robot Modelling with MATLAB
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Beschreibung
This book addresses optimization in robotics, in terms of both the configuration space and the metal structure of the robot arm itself; and discusses, describes and builds different types of heuristics and algorithms in MATLAB.
In addition, the book includes a wealth of examples and exercises. In particular, it enables the reader to write a MATLAB code for all the related problems in robotics. The book also offers detailed descriptions of and builds from scratch several types of optimization algorithms using MATLAB and simplified methods, especially for inverse problems and avoiding singularities. Each chapter features examples and exercises to enhance the reader’s comprehension. Accordingly, the book offers the reader a better understanding of robot analysis from an optimization standpoint.
This book addresses optimization in robotics, in terms of both the configuration space and the metal structure of the robot arm itself; and discusses, describes and builds different types of heuristics and algorithms in MATLAB.
In addition, the book includes a wealth of examples and exercises. In particular, it enables the reader to write a MATLAB code for all the related problems in robotics. The book also offers detailed descriptions of and builds from scratch several types of optimization algorithms using MATLAB and simplified methods, especially for inverse problems and avoiding singularities. Each chapter features examples and exercises to enhance the reader’s comprehension. Accordingly, the book offers the reader a better understanding of robot analysis from an optimization standpoint.
Gives the reader a better understanding of robot analysis from an optimization standpoint Provides a wealth of examples and exercises Offers detailed descriptions of and builds from scratch several types of optimization algorithms using MATLAB
Autor*in
Hazim Nasir Ghafil
Themen in »Optimization for Robot Modelling with MATLAB«
Machine Vision-based Optimization Topology Optimization Meta-heuristic Algorithms Robot Manipulator Forward Kinematics Grinding Robots
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“This book is a concise and useful reading and should be of interest to master and Ph.D. students as well as practicing and research engineers in the field of robotics.” (Clementina Mladenova, zbMATH 1455.68008, 2021)
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