Review of optimization techniques

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dc.contributor.author Venter, G.
dc.date.accessioned 2011-05-19T17:40:10Z
dc.date.available 2011-05-19T17:40:10Z
dc.date.issued 2010
dc.identifier.citation Venter, G. 2010. Review of optimization techniques, In: Encyclopedia of aerospace engineering, Wiley & Sons, 2010. en_ZA
dc.identifier.other doi: 10.1002/9780470686652.eae495
dc.identifier.uri http://hdl.handle.net/10019.1/14646
dc.description The original publication is available at www.wiley.com.
dc.description.abstract A basic overview of optimization techniques is provided. The standard form of the general nonlinear, constrained optimization problem is presented, and various techniques for solving the resulting optimization problem are discussed. The techniques are classified as either local (typically gradient-based) or global (typically non-gradient based or evolutionary) algorithms. A great many optimization techniques exist and it is not possible to provide a complete review in the limited space available here. Instead, an effort is made to concentrate on techniques that are commonly used in engineering optimization applications. The review is kept general in nature, without considering special cases like linear programming, convex problems, multi-objective optimization, multi-disciplinary optimization, etc. The advantages and disadvantages of the different techniques are highlighted, and suggestions are made to aid the designer in selecting an appropriate technique for a specific problem at hand. Where possible, a short overview of a representative method is presented to aid the discussion of that particular class of algorithms. en_ZA
dc.format.extent 12 p. : ill.
dc.language.iso en_US en_ZA
dc.publisher John Wiley & Sons Ltd. en_ZA
dc.subject Local algorithms en_ZA
dc.subject Gradient-based algorithms en_ZA
dc.subject Global algorithms en_ZA
dc.subject Non-gradient based algorithms en_ZA
dc.subject Evolutionary algorithms en_ZA
dc.subject Global optimization en_ZA
dc.title Review of optimization techniques en_ZA
dc.title.alternative Encyclopedia of aerospace engineering en_ZA
dc.type Book Chapter en_ZA
dc.description.version Postprint en_ZA
dc.rights.holder John Wiley & Sons Ltd. en_ZA


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