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Preface  xi  
Part I INTRODUCTORY LINEAR ALGEBRA  3  (368)  

3  (88)  

3  (8)  

11  (7)  

18  (17)  

35  (12)  

47  (22)  

69  (22)  

91  (32)  

91  (12)  

103  (15)  

118  (5)  

123  (74)  

123  (18)  

141  (17)  

158  (13)  

171  (8)  

179  (7)  

186  (11)  

197  (94)  

197  (6)  

203  (10)  

213  (11)  

224  (13)  

237  (7)  

244  (11)  

255  (14)  

269  (8)  

277  (14)  

291  (36)  

291  (21)  

312  (15)  

327  (39)  

327  (7)  

334  (11)  

345  (21)  

366  (5)  
Part II APPLICATIONS  371  (164)  

371  (46)  

371  (18)  

389  (19)  

408  (9)  

417  (118)  

417  (17)  

434  (5)  

439  (11)  

450  (11)  

461  (8)  

469  (11)  

480  (4)  

484  (9)  

493  (8)  

501  (10)  

511  (24)  
Part III NUMERICAL LINEAR ALGEBRA  535  (38)  

535  (38)  

535  (3)  

538  (11)  

549  (7)  

556  (5)  

561  (12)  
Part IV MATLAB FOR LINEAR ALGEBRA  573  

573  

573  (6)  

579  (3)  

582  (3)  

585  (10)  

595  (1)  

596  (2)  

598  (4)  

602  (2)  

604  
Appendix A Complex Numbers  A1  
A.1 Complex Numbers  A1  
A.2 Complex Numbers in Linear Algebra  A10  
Appendix B Further Directions  A23  
B.1 Inner Product Spaces (Calculus Required)  A23  
B.2 Composite and Invertible Linear Transformations  A32  
Answers to OddNumbered Exercises and Chapter Tests  A41  
Index  I1 
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