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Methods of dynamic and nonsmooth optimization [electronic resource] /

Frank H. Clarke.

Book Cover
Main Author: Clarke, Frank H.
Published: Philadelphia, Pa. : Society for Industrial and Applied Mathematics (SIAM, 3600 Market Street, Floor 6, Philadelphia, PA 19104), 1989.
Series: CBMS-NSF regional conference series in applied mathematics ; 57.
Topics: Nonsmooth optimization. | Calculus of variations.
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100 1 |aClarke, Frank H.
245 10|aMethods of dynamic and nonsmooth optimization|h[electronic resource] /|cFrank H. Clarke.
260 |aPhiladelphia, Pa. :|bSociety for Industrial and Applied Mathematics (SIAM, 3600 Market Street, Floor 6, Philadelphia, PA 19104),|c1989.
300 |a1 electronic text (v, 90 p.) :|bill., digital file.
490 1 |aCBMS-NSF regional conference series in applied mathematics ;|v57
504 |aIncludes bibliographical references (p. 83-87).
505 0 |aNonsmooth analysis and geometry -- The basic problem in the calculus of variations -- Verification functions and dynamic programming -- Optimal control -- References.
506 |aRestricted to subscribers or individual electronic text purchasers.
520 3 |aPresents the elements of a unified approach to optimization based on "nonsmooth analysis," a term introduced in the 1970's by the author, who is a pioneer in the field. Based on a series of lectures given at a conference at Emory University in 1986, this volume presents its subjects in a self-contained and accessible manner. The topics treated here have been in an active state of development, and this work therefore incorporates more recent results than those presented in 1986. Focuses mainly on deterministic optimal control, the calculus of variations, and mathematical programming. In addition, it features a tutorial in nonsmooth analysis and geometry and demonstrates that the method of value function analysis via proximal normals is a powerful tool in the study of necessary conditions, sufficient conditions, controllability, and sensitivity analysis. The distinction between inductive and deductive methods, the use of Hamiltonians, the verification technique, and penalization are also emphasized.
530 |aAlso available in print version.
538 |aMode of access: World Wide Web.
538 |aSystem requirements: Adobe Acrobat Reader.
588 |aTitle from title screen, viewed 04/05/2011.
650 0|aNonsmooth optimization.
650 0|aCalculus of variations.
653 |aDynamic programming
653 |aNonsmooth optimization
653 |aCalculus of variations
653 |aVerification functions
653 |aOptimal control
710 2 |aSociety for Industrial and Applied Mathematics.
776 08|iPrint version:|z0898712416|z9780898712414|w(DLC) 89021682
830 0|aCBMS-NSF regional conference series in applied mathematics ;|v57.
856 48|3SIAM|uhttps://ezproxy.gl.iit.edu/login?url=http://epubs.siam.org/ebooks/siam/cbms-nsf_regional_conference_series_in_applied_mathematics/cb57|zAccess to the electronic version for current IIT main & branch campus students, faculty, & staff.

Staff View for: Methods of dynamic and nonsmooth optimiz