Leader xxxxxxxxxx
010 1_ |a9786267768112|bpbk.|dNT$500
022 __ |atw|b1011400732
100 __ |a20251104d2025    k  y0engy03      b
101 0_ |aeng
102 __ |atw
105 __ |ay   z   001yy
200 1_ |aCalculus|eapplications in constrained optimization|fKwok-Wing Tsoi, Ya-Ju Tsai
205 __ |a
210 __ |aTaipei, Taiwan|cNational Taiwan University Press|d2025[民114]
215 1_ |a196 pages|c|d26 cm
225 __ |a|v
300 __ |a
320 __ |aIncludes bibliographical references (page 194) and index
330 __ |aCalculus: Applications in Constrained Optimizationprovides an accessible yet mathematically rigorousintroduction to constrained optimization, designed forundergraduate students who have some experiences withmultivariable calculus. Based on a successful course atNational Taiwan University (NTU)--Calculus 4: Applicationsin Economics and Management, this book connectsfoundational calculus with contemporary techniques ofoptimization used in economics, management, and datascience. Classical tools such as Lagrange multipliers andsecond derivative tests are extended into a generalframework that covers both equality and inequalityconstraints. Readers will also learn to identifydegenerate cases and apply second-order conditions inmultivariable settings. Key concepts from linear algebraare introduced and integrated throughout. Each chapterconcludes with a carefully structured set of exercises:Type (A) questions test basic understanding; Type (B)questions reinforce key examples; Type (C) questionschallenge students to synthesise ideas across topics.Whether used as a course text or for self-study, this bookprovides a concise, structured, and student-friendly guideto the essential ideas and methods of constrainedoptimization
606 __ |aCalculus|xTextbooks|2lc
681 __ |a314.1|bT882
700 _1 |aTsoi|bKwok-Wing|4author
702 _1 |aTsai|bYa-Ju|4author
801 _0 |atw|b內湖高中|c20251104|gAACR2