Cell Mapping Methods
Algorithmic Approaches and Applications
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Beschreibung
This book presents the latest algorithmic developments in the cell-mapping method for the global analysis of nonlinear dynamic systems, global solutions for multi-objective optimization problems, and global solutions for zeros of complex algebraic equations. It also discusses related engineering and scientific applications, including the nonlinear design of structures for better vibration resistance and reliability; multi-objective, structural-acoustic design for sound abatement; optimal multi-objective design of airfoils for better lift; and optimal multi-objective design of linear and nonlinear controls with or without time delay.
The first book on the subject to include extensive Matlab and C++ codes, it presents various implementation algorithms of the cell-mapping method, enabling readers to understand how the method works and its programming aspects. A link to the codes on the Springer website will be provided to the readers.
This book presents the latest algorithmic developments in the cell-mapping method for the global analysis of nonlinear dynamic systems, global solutions for multi-objective optimization problems, and global solutions for zeros of complex algebraic equations. It also discusses related engineering and scientific applications, including the nonlinear design of structures for better vibration resistance and reliability; multi-objective, structural-acoustic design for sound abatement; optimal multi-objective design of airfoils for better lift; and optimal multi-objective design of linear and nonlinear controls with or without time delay.
The first book on the subject to include extensive Matlab and C++ codes, it presents various implementation algorithms of the cell-mapping method, enabling readers to understand how the method works and its programming aspects. A link to the codes on the Springer website will be provided to the readers.
Presents algorithmic studies of the popular cell-mapping method with computer programs Explains different cell-mapping-method algorithms for a wide range of applications Includes a complete set of Matlab and C++ codes for implementing the algorithms Offers a comprehensive review of multi-objective optimization
Autor*in
Jian-Qiao Sun
Themen in »Cell Mapping Methods«
Cell mapping method Parallel computing Global analysis Nonlinear dynamics Multi-objective optimization Multi-objective optimal control Multi-objective optimal structural design Multi-objective optimal structural-acoustic design Multi-objective optimal airfoil design Zeros of functions Stability boundaries