Optimization : algorithms and applications /: algorithms and applications. (2015)
- Record Type:
- Book
- Title:
- Optimization : algorithms and applications /: algorithms and applications. (2015)
- Main Title:
- Optimization : algorithms and applications
- Further Information:
- Note: Rajesh Kumar Arora.
- Authors:
- Arora, Rajesh Kumar
- Contents:
- Introduction ; Historical Review; Optimization Problem; Modeling of the Optimization Problem; Solution with the Graphical Method; Convexity; Gradient Vector, Directional Derivative, and Hessian Matrix; Linear and Quadratic Approximations; Organization of the Book 1-D Optimization Algorithms ; Introduction; Test Problem; Solution Techniques; Comparison of Solution Methods Unconstrained Optimization ; Introduction; Unidirectional Search; Test Problem; Solution Techniques; Additional Test Functions; Application to Robotics Linear Programming ; Introduction; Solution with the Graphical Method; Standard Form of an LPP; Basic Solution; Simplex Method; Interior-Point Method; Portfolio Optimization Guided Random Search Methods ; Introduction; Genetic Algorithms; Simulated Annealing; Particle Swarm Optimization; Other Methods Constrained Optimization ; Introduction; Optimality Conditions; Solution Techniques; Augmented Lagrange Multiplier Method; Sequential Quadratic Programming; Method of Feasible Directions; Application to Structural Design Multiobjective Optimization ; Introduction; Weighted Sum Approach; ε-Constraints Method; Goal Programming; Utility Function Method; Application Geometric Programming ; Introduction; Unconstrained Problem; Dual Problem; Constrained Optimization; Application Multidisciplinary Design Optimization ; Introduction; MDO Architecture; MDO Framework; Response Surface Methodology Integer Programming ; Introduction; Integer Linear Programming; IntegerIntroduction ; Historical Review; Optimization Problem; Modeling of the Optimization Problem; Solution with the Graphical Method; Convexity; Gradient Vector, Directional Derivative, and Hessian Matrix; Linear and Quadratic Approximations; Organization of the Book 1-D Optimization Algorithms ; Introduction; Test Problem; Solution Techniques; Comparison of Solution Methods Unconstrained Optimization ; Introduction; Unidirectional Search; Test Problem; Solution Techniques; Additional Test Functions; Application to Robotics Linear Programming ; Introduction; Solution with the Graphical Method; Standard Form of an LPP; Basic Solution; Simplex Method; Interior-Point Method; Portfolio Optimization Guided Random Search Methods ; Introduction; Genetic Algorithms; Simulated Annealing; Particle Swarm Optimization; Other Methods Constrained Optimization ; Introduction; Optimality Conditions; Solution Techniques; Augmented Lagrange Multiplier Method; Sequential Quadratic Programming; Method of Feasible Directions; Application to Structural Design Multiobjective Optimization ; Introduction; Weighted Sum Approach; ε-Constraints Method; Goal Programming; Utility Function Method; Application Geometric Programming ; Introduction; Unconstrained Problem; Dual Problem; Constrained Optimization; Application Multidisciplinary Design Optimization ; Introduction; MDO Architecture; MDO Framework; Response Surface Methodology Integer Programming ; Introduction; Integer Linear Programming; Integer Nonlinear Programming Dynamic Programming ; Introduction; Deterministic Dynamic Programming; Probabilistic Dynamic Programming Bibliography Appendix A: Introduction to MATLAB ; Appendix B: MATLAB Code ; Appendix C: Solutions to Chapter Problems Index Chapter Highlights, Formula Charts, and Problems appear at the end of each chapter. … (more)
- Edition:
- 1st
- Publisher Details:
- Boca Raton : Chapman & Hall/CRC
- Publication Date:
- 2015
- Extent:
- 1 online resource, illustrations (black and white)
- Subjects:
- 519.6
Mathematical optimization
Numerical analysis -- Computer programs - Languages:
- English
- ISBNs:
- 9781498721158
- Related ISBNs:
- 9781498721127
- Notes:
- Note: Includes bibliographical references and index.
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- Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
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- Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.
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- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD.DS.136892
- Ingest File:
- 02_146.xml