## Design Optimization Textbook

## Main.BookChapters History

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Cite as:

* Optimization Methods for Engineering Design, Parkinson, A.R., Balling, R., and J.D. Hedengren, First Edition, Brigham Young University, 2013.

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Cite as: Optimization Methods for Engineering Design, Parkinson, A.R., Balling, R., and J.D. Hedengren, First Edition, Brigham Young University, 2013.

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(:title~~ Engineering~~ Design Optimization Textbook:)

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(:title Design Optimization Textbook:)

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(:title Design Optimization Textbook:)

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(:title Engineering Design Optimization Textbook:)

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(:title Optimization ~~Methods for Engineering Design~~:)

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(:title Design Optimization Textbook:)

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Cite as: Optimization Methods for Engineering Design, Parkinson, A.R., Balling, R., and J.D. Hedengren, Edition~~ 2~~, Brigham Young University, 2018.

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Cite as: Optimization Methods for Engineering Design, Parkinson, A.R., Balling, R., and J.D. Hedengren, Second Edition, Brigham Young University, 2018.

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* Optimization Methods for Engineering Design, Parkinson, A.R., Balling, R., and J.D. Hedengren, Edition~~ 1~~, Brigham Young University, 2013.

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* Optimization Methods for Engineering Design, Parkinson, A.R., Balling, R., and J.D. Hedengren, First Edition, Brigham Young University, 2013.

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Cite as: Optimization Methods for Engineering Design, Parkinson, A.R., Balling, R., and J.D. Hedengren, Edition 2, Brigham Young University, 2018.

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%width=150px%Attach:optimization_book_cover.jpg Cite as: Optimization Methods for Engineering Design, Parkinson, A.R., Balling, R., and J.D. Hedengren, Edition 2, Brigham Young University, 2018.

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* Optimization Methods for Engineering Design, Parkinson, A.R., Balling, R., and J.D. Hedengren, Edition 2, Brigham Young University, 2018.

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%center%%width=150px%Attach:optimization_book_cover.jpg Cite as: Optimization Methods for Engineering Design, Parkinson, A.R., Balling, R., and J.D. Hedengren, Edition 2, Brigham Young University, 2018.

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* [[Attach:chap10_references_v2.pdf | References]]~~ ||~~

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* [[Attach:chap10_references_v2.pdf | References]]

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* [[Attach:chap10_references_v2.pdf | References]]

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* [[Attach:chap10_references_v2.pdf | References]]

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!!!! Edition 2 (2018)

* [[Attach:chap1_intro_v2.pdf | Chapter 1: Introduction to Optimization-Based Design]]

* [[Attach:chap2_modeling_v2.pdf | Chapter 2: Modeling Concepts]]

* [[Attach:chap3_unconstrained_optimization_v2.pdf | Chapter 3: Unconstrained Optimization]]

* [[Attach:chap4_derivatives_v2.pdf | Chapter 4: Derivatives]]

* [[Attach:chap5_discrete_optimization_v2.pdf | Chapter 5: Discrete Variable Optimization]]

* [[Attach:chap6_genetic_evolutionary_optimization_v2.pdf| Chapter 6: Genetic and Evolutionary Optimization]]

* [[Attach:chap7_constrained_opt_KKT_v2.pdf | Chapter 7: Constrained Optimization 1: KKT Conditions]]

* [[Attach:chap8_constrained_opt_sqp_ip_grg_v2.pdf | Chapter 8: Constrained Optimization 2: SQP, IP, and GRG]]

* [[Attach:chap9_robust_design_v2.pdf | Chapter 9: Robust Design]]

Cite as:

* Optimization Methods for Engineering Design, Parkinson, A.R., Balling, R., and J.D. Hedengren, Edition 2, Brigham Young University, 2018.

!!!! Edition 1 (2013)

* [[Attach:chap1_intro_v2.pdf | Chapter 1: Introduction to Optimization-Based Design]]

* [[Attach:chap2_modeling_v2.pdf | Chapter 2: Modeling Concepts]]

* [[Attach:chap3_unconstrained_optimization_v2.pdf | Chapter 3: Unconstrained Optimization]]

* [[Attach:chap4_derivatives_v2.pdf | Chapter 4: Derivatives]]

* [[Attach:chap5_discrete_optimization_v2.pdf | Chapter 5: Discrete Variable Optimization]]

* [[Attach:chap6_genetic_evolutionary_optimization_v2.pdf| Chapter 6: Genetic and Evolutionary Optimization]]

* [[Attach:chap7_constrained_opt_KKT_v2.pdf | Chapter 7: Constrained Optimization 1: KKT Conditions]]

* [[Attach:chap8_constrained_opt_sqp_ip_grg_v2.pdf | Chapter 8: Constrained Optimization 2: SQP, IP, and GRG]]

* [[Attach:chap9_robust_design_v2.pdf | Chapter 9: Robust Design]]

Cite as:

* Optimization Methods for Engineering Design, Parkinson, A.R., Balling, R., and J.D. Hedengren, Edition 2, Brigham Young University, 2018.

!!!! Edition 1 (2013)

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* Optimization Methods for Engineering Design, Parkinson, A.R., Balling, R., and J.D. Hedengren, Brigham Young University, 2013.

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* Optimization Methods for Engineering Design, Parkinson, A.R., Balling, R., and J.D. Hedengren, Edition 1, Brigham Young University, 2013.

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* [[Main/DynamicOptimization | Chapter 9: Dynamic Optimization ([[https://apmonitor.com/do|see additional course material]])

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* [[Main/DynamicOptimization | Chapter 9: Dynamic Optimization]] ([[https://apmonitor.com/do|see additional course material]])

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* [[Attach:chap8_robust_optimization.pdf | Chapter 8~~: Robust~~ Optimization]]

* [[~~Main/DynamicOptimization | Chapter 9~~:~~ Dynamic Optimization (under development)~~]]

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* [[Attach:chap8_robust_optimization.pdf | Chapter 8, Part 1: Robust Optimization]]

* [[Attach:chap8_interior_point.pdf | Chapter 8, Part 2: Interior Point Methods]]

* [[Main/DynamicOptimization | Chapter 9: Dynamic Optimization ([[https://apmonitor.com/do|see additional course material]])

* [[Attach:chap8_interior_point.pdf | Chapter 8, Part 2: Interior Point Methods]]

* [[Main/DynamicOptimization | Chapter 9: Dynamic Optimization ([[https://apmonitor.com/do|see additional course material]])

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* ~~Chapter~~ 9: Dynamic Optimization (under development)

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* [[Main/DynamicOptimization | Chapter 9: Dynamic Optimization (under development)]]

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* [[Attach:optimization_book.pdf | All Chapters: Optimization Methods for Engineering Design]]

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* Chapter 9: Dynamic Optimization (under development)

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* ~~%list list-page% ~~[[Attach:chap1_intro.pdf | Chapter 1: Optimization Design Basics]]

*~~%list list-page% ~~[[Attach:chap2_modeling.pdf | Chapter 2: Mathematical Modeling]]

*~~%list list-page% ~~[[Attach:chap3_unconstrained.pdf | Chapter 3: Unconstrained Optimization]]

*~~%list list-page% ~~[[Attach:chap4_discrete_opt.pdf | Chapter 4: Discrete Optimization]]

*~~%list list-page% ~~[[Attach:chap5_genetic_algorithms.pdf | Chapter 5: Genetic Algorithms]]

*~~%list list-page% ~~[[Attach:chap6_constrained_opt1.pdf | Chapter 6: Constrained Optimization, Part I]]

*~~%list list-page% ~~[[Attach:chap7_constrained_opt2.pdf | Chapter 7: Constrained Optimization, Part II]]

*~~ %list list-page%~~ [[Attach:chap8_robust_optimization.pdf | Chapter 8: Robust Optimization]]

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* [[Attach:chap1_intro.pdf | Chapter 1: Optimization Design Basics]]

* [[Attach:chap2_modeling.pdf | Chapter 2: Mathematical Modeling]]

* [[Attach:chap3_unconstrained.pdf | Chapter 3: Unconstrained Optimization]]

* [[Attach:chap4_discrete_opt.pdf | Chapter 4: Discrete Optimization]]

* [[Attach:chap5_genetic_algorithms.pdf | Chapter 5: Genetic Algorithms]]

* [[Attach:chap6_constrained_opt1.pdf | Chapter 6: Constrained Optimization, Part I]]

* [[Attach:chap7_constrained_opt2.pdf | Chapter 7: Constrained Optimization, Part II]]

* [[Attach:chap8_robust_optimization.pdf | Chapter 8: Robust Optimization]]

* [[Attach:chap2_modeling.pdf | Chapter 2: Mathematical Modeling]]

* [[Attach:chap3_unconstrained.pdf | Chapter 3: Unconstrained Optimization]]

* [[Attach:chap4_discrete_opt.pdf | Chapter 4: Discrete Optimization]]

* [[Attach:chap5_genetic_algorithms.pdf | Chapter 5: Genetic Algorithms]]

* [[Attach:chap6_constrained_opt1.pdf | Chapter 6: Constrained Optimization, Part I]]

* [[Attach:chap7_constrained_opt2.pdf | Chapter 7: Constrained Optimization, Part II]]

* [[Attach:chap8_robust_optimization.pdf | Chapter 8: Robust Optimization]]

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[[Attach:chap4_discrete_opt.pdf | Chapter 4: Discrete Optimization]]

[[Attach:chap5_genetic_algorithms.pdf | Chapter 5: Genetic Algorithms]]

[[Attach:chap6_constrained_opt1.pdf | Chapter 6: Constrained Optimization, Part I]]

[[Attach:chap7_constrained_opt2.pdf | Chapter 7: Constrained Optimization, Part II]]

[[Attach:chap8_robust_optimization.pdf | Chapter 8: Robust Optimization]]

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* %list list-page% [[Attach:chap1_intro.pdf | Chapter 1: Optimization Design Basics]]

* %list list-page% [[Attach:chap2_modeling.pdf | Chapter 2: Mathematical Modeling]]

* %list list-page% [[Attach:chap3_unconstrained.pdf | Chapter 3: Unconstrained Optimization]]

* %list list-page% [[Attach:chap4_discrete_opt.pdf | Chapter 4: Discrete Optimization]]

* %list list-page% [[Attach:chap5_genetic_algorithms.pdf | Chapter 5: Genetic Algorithms]]

* %list list-page% [[Attach:chap6_constrained_opt1.pdf | Chapter 6: Constrained Optimization, Part I]]

* %list list-page% [[Attach:chap7_constrained_opt2.pdf | Chapter 7: Constrained Optimization, Part II]]

* %list list-page% [[Attach:chap8_robust_optimization.pdf | Chapter 8: Robust Optimization]]

* %list list-page% [[Attach:chap2_modeling.pdf | Chapter 2: Mathematical Modeling]]

* %list list-page% [[Attach:chap3_unconstrained.pdf | Chapter 3: Unconstrained Optimization]]

* %list list-page% [[Attach:chap4_discrete_opt.pdf | Chapter 4: Discrete Optimization]]

* %list list-page% [[Attach:chap5_genetic_algorithms.pdf | Chapter 5: Genetic Algorithms]]

* %list list-page% [[Attach:chap6_constrained_opt1.pdf | Chapter 6: Constrained Optimization, Part I]]

* %list list-page% [[Attach:chap7_constrained_opt2.pdf | Chapter 7: Constrained Optimization, Part II]]

* %list list-page% [[Attach:chap8_robust_optimization.pdf | Chapter 8: Robust Optimization]]

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Optimization Methods for Engineering Design, Parkinson, A.R., Balling, R., and J.D. Hedengren, Brigham Young University, 2013.

to:

* Optimization Methods for Engineering Design, Parkinson, A.R., Balling, R., and J.D. Hedengren, Brigham Young University, 2013.

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(:title Optimization Methods for Engineering Design:)

(:keywords robust optimization, constrained optimization, GRG, SQP, genetic algorithms, continuous optimization, mathematical modeling, discrete optimization, nonlinear, optimization, engineering optimization, interior point, active set, differential, algebraic, modeling language, university course:)

(:description Book chapters on Optimization Methods for Engineering Design:)

[[Attach:chap1_intro.pdf | Chapter 1: Optimization Design Basics]]

[[Attach:chap2_modeling.pdf | Chapter 2: Mathematical Modeling]]

[[Attach:chap3_unconstrained.pdf | Chapter 3: Unconstrained Optimization]]

[[Attach:chap4_discrete_opt.pdf | Chapter 4: Discrete Optimization]]

[[Attach:chap5_genetic_algorithms.pdf | Chapter 5: Genetic Algorithms]]

[[Attach:chap6_constrained_opt1.pdf | Chapter 6: Constrained Optimization, Part I]]

[[Attach:chap7_constrained_opt2.pdf | Chapter 7: Constrained Optimization, Part II]]

[[Attach:chap8_robust_optimization.pdf | Chapter 8: Robust Optimization]]

Cite as:

Optimization Methods for Engineering Design, Parkinson, A.R., Balling, R., and J.D. Hedengren, Brigham Young University, 2013.

(:keywords robust optimization, constrained optimization, GRG, SQP, genetic algorithms, continuous optimization, mathematical modeling, discrete optimization, nonlinear, optimization, engineering optimization, interior point, active set, differential, algebraic, modeling language, university course:)

(:description Book chapters on Optimization Methods for Engineering Design:)

[[Attach:chap1_intro.pdf | Chapter 1: Optimization Design Basics]]

[[Attach:chap2_modeling.pdf | Chapter 2: Mathematical Modeling]]

[[Attach:chap3_unconstrained.pdf | Chapter 3: Unconstrained Optimization]]

[[Attach:chap4_discrete_opt.pdf | Chapter 4: Discrete Optimization]]

[[Attach:chap5_genetic_algorithms.pdf | Chapter 5: Genetic Algorithms]]

[[Attach:chap6_constrained_opt1.pdf | Chapter 6: Constrained Optimization, Part I]]

[[Attach:chap7_constrained_opt2.pdf | Chapter 7: Constrained Optimization, Part II]]

[[Attach:chap8_robust_optimization.pdf | Chapter 8: Robust Optimization]]

Cite as:

Optimization Methods for Engineering Design, Parkinson, A.R., Balling, R., and J.D. Hedengren, Brigham Young University, 2013.