Gå direkt till innehållet

10 % rabatt* med kod HEINA10 »

Till startsidan
Logga in
Böcker, spel, garn, pyssel m.m.
Algorithms for Optimization

Algorithms for Optimization

klotband, Engelska, 2019
86,20 €
BeställningsvaraKan levereras inom 7-11 dagar

A comprehensive introduction to optimization with a focus on practical algorithms for the design of engineering systems.

This book offers a comprehensive introduction to optimization with a focus on practical algorithms. The book approaches optimization from an engineering perspective, where the objective is to design a system that optimizes a set of metrics subject to constraints. Readers will learn about computational approaches for a range of challenges, including searching high-dimensional spaces, handling problems where there are multiple competing objectives, and accommodating uncertainty in the metrics. Figures, examples, and exercises convey the intuition behind the mathematical approaches. The text provides concrete implementations in the Julia programming language.

Topics covered include derivatives and their generalization to multiple dimensions; local descent and first- and second-order methods that inform local descent; stochastic methods, which introduce randomness into the optimization process; linear constrained optimization, when both the objective function and the constraints are linear; surrogate models, probabilistic surrogate models, and using probabilistic surrogate models to guide optimization; optimization under uncertainty; uncertainty propagation; expression optimization; and multidisciplinary design optimization. Appendixes offer an introduction to the Julia language, test functions for evaluating algorithm performance, and mathematical concepts used in the derivation and analysis of the optimization methods discussed in the text. The book can be used by advanced undergraduates and graduate students in mathematics, statistics, computer science, any engineering field, (including electrical engineering and aerospace engineering), and operations research, and as a reference for professionals.

Muut ovat katselleet myös

Pidät ehkä myös näistä

Suositellut kirjauutuudet sinulle

Mer på Adlibris

Om Adlibris

Vi är Nordens största nätbokhandel och vi vill inspirera människor till sin nästa läsupplevelse. Vi vill visa dig vägen till böcker som hänför, berör och upprör eller för en stund tar dig med till en helt annan värld. Hos oss ryms över 13 miljoner titlar samt det senaste inom spel, pyssel, garn och allt annat som hör en modern bokhandel till.

  • Alltid bra priser

  • Fri frakt över 39,90 €

  • Smidiga leveranser

Nyhetsbrev

Ta del av våra bästa lästips, erbjudanden och kampanjer. Anmäl dig nu och få 10 % rabatt på ditt första köp. Erbjudandet gäller endast nya prenumeranter, privatkunder, ej kurslitteratur, digitala böcker eller presentkort.