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The text emerged from a set of applications-driven lecture notes used in optimization courses the author has taught for over 25 years. The book is class-tested and refined based on student feedback, devoid of unnecessary abstraction, and ideal for students and practitioners from across the spectrum of engineering disciplines. It provides context through practical examples and sections describing commercial application of optimization ideas, such as how containerized freight and changing sea routes have been used to continually reduce the cost of moving freight across oceans. It also features 2D and 3D plots and an appendix illustrating the most widely used MATLAB optimization functions.
The text emerged from a set of applications-driven lecture notes used in optimization courses the author has taught for over 25 years. The book is class-tested and refined based on student feedback, devoid of unnecessary abstraction, and ideal for students and practitioners from across the spectrum of engineering disciplines. It provides context through practical examples and sections describing commercial application of optimization ideas, such as how containerized freight and changing sea routes have been used to continually reduce the cost of moving freight across oceans. It also features 2D and 3D plots and an appendix illustrating the most widely used MATLAB optimization functions.
Facilitates a solid grasp of the core concepts in optimization for students with no more than a background in basic technical math (derivatives);
Maximizes reader understanding by focusing on a select group of simple, robust methods;
Reinforces concepts with many numerical examples done in MathCAD clearly showing the intermediate calculations along with final results;
Provides context through practical examples, including discussions of how optimization is used in commercial applications;
Illustrates results graphically.
Optimization: The Big Ideas.- Getting Started in Optimization: Problems with a Single Variable.- Minimum Principles - Optimization in the Fabric of the Universe.- Problems with More Than One Variable.- Constraints - Placing Limits on the Solution.- General Conditions for Solving Optimization Problem - Karush Kuhn Tucker Conditions.- Discrete Variables.- Aerospace Applications.- Structural Optimization.- Multi-objective Optimization.- Appendix A - Calculus Refresher.- Appendix B - Test Functions.- Appendix C - Solving Optimization Problems using MATLAB.-
Erscheinungsjahr: | 2019 |
---|---|
Fachbereich: | Fertigungstechnik |
Genre: | Technik |
Rubrik: | Naturwissenschaften & Technik |
Medium: | Taschenbuch |
Inhalt: |
xiv
249 S. 76 s/w Illustr. 170 farbige Illustr. 249 p. 246 illus. 170 illus. in color. |
ISBN-13: | 9783030094263 |
ISBN-10: | 303009426X |
Sprache: | Englisch |
Ausstattung / Beilage: | Paperback |
Einband: | Kartoniert / Broschiert |
Autor: | French, Mark |
Auflage: | Softcover reprint of the original 1st ed. 2018 |
Hersteller: | Springer International Publishing |
Maße: | 235 x 155 x 14 mm |
Von/Mit: | Mark French |
Erscheinungsdatum: | 04.01.2019 |
Gewicht: | 0,461 kg |
Facilitates a solid grasp of the core concepts in optimization for students with no more than a background in basic technical math (derivatives);
Maximizes reader understanding by focusing on a select group of simple, robust methods;
Reinforces concepts with many numerical examples done in MathCAD clearly showing the intermediate calculations along with final results;
Provides context through practical examples, including discussions of how optimization is used in commercial applications;
Illustrates results graphically.
Optimization: The Big Ideas.- Getting Started in Optimization: Problems with a Single Variable.- Minimum Principles - Optimization in the Fabric of the Universe.- Problems with More Than One Variable.- Constraints - Placing Limits on the Solution.- General Conditions for Solving Optimization Problem - Karush Kuhn Tucker Conditions.- Discrete Variables.- Aerospace Applications.- Structural Optimization.- Multi-objective Optimization.- Appendix A - Calculus Refresher.- Appendix B - Test Functions.- Appendix C - Solving Optimization Problems using MATLAB.-
Erscheinungsjahr: | 2019 |
---|---|
Fachbereich: | Fertigungstechnik |
Genre: | Technik |
Rubrik: | Naturwissenschaften & Technik |
Medium: | Taschenbuch |
Inhalt: |
xiv
249 S. 76 s/w Illustr. 170 farbige Illustr. 249 p. 246 illus. 170 illus. in color. |
ISBN-13: | 9783030094263 |
ISBN-10: | 303009426X |
Sprache: | Englisch |
Ausstattung / Beilage: | Paperback |
Einband: | Kartoniert / Broschiert |
Autor: | French, Mark |
Auflage: | Softcover reprint of the original 1st ed. 2018 |
Hersteller: | Springer International Publishing |
Maße: | 235 x 155 x 14 mm |
Von/Mit: | Mark French |
Erscheinungsdatum: | 04.01.2019 |
Gewicht: | 0,461 kg |