Description
Solution Manual for An Introduction to Optimization 4th Edition Chong
Solution Manual for An Introduction to Optimization, 4th Edition, Edwin K. P. Chong, Stanislaw H. Zak, ISBN: 1118279018, ISBN: 9781118279014
Table of Contents
PART I MATHEMATICAL REVIEW
1 Methods of Proof and Some Notation 3
2 Vector Spaces and Matrices 7
3 Transformations 25
4 Concepts from Geometry 45
5 Elements of Calculus 55
PART II UNCONSTRAINED OPTIMIZATION
6 Basics of Set-Constrained and Unconstrained Optimization 81
7 One-Dimensional Search Methods 103
8 Gradient Methods 131
9 Newton’s Method 161
10 Conjugate Direction Methods 175
11 Quasi-Newton Methods 193
12 Solving Linear Equations 217
13 Unconstrained Optimization and Neural Networks 253
14 Global Search Algorithms 273
PART III LINEAR PROGRAMMING
15 Introduction to Linear Programming 305
16 Simplex Method 339
17 Duality 379
18 Nonsimplex Methods 403
19 Integer Linear Programming 429
PART IV NONLINEAR CONSTRAINED OPTIMIZATION
20 Problems with Equality Constraints 453
21 Problems with Inequality Constraints 487
22 Convex Optimization Problems 509
23 Algorithms for Constrained Optimization 549
24 Multiobjective Optimization 577
