Chapter 9 Interior Point Methods q Three major

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Chapter 9. Interior Point Methods q. Three major variants Ø Affine scaling algorithm -

Chapter 9. Interior Point Methods q. Three major variants Ø Affine scaling algorithm - easy concept, good performance Ø Potential reduction algorithm - poly time Ø Path following algorithm - poly time, good performance, theoretically elegant Linear Programming 2019 1

9. 4 The primal path following algorithm q Linear Programming 2019 2

9. 4 The primal path following algorithm q Linear Programming 2019 2

q 0 1 Linear Programming 2019 3

q 0 1 Linear Programming 2019 3

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q Linear Programming 2019 4

 analytic center Figure 9. 4: The central path and the analytic center Linear

analytic center Figure 9. 4: The central path and the analytic center Linear Programming 2019 5

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q Linear Programming 2019 6

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q Linear Programming 2019 7

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q Linear Programming 2019 9

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q Linear Programming 2019 10

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q Linear Programming 2019 11

Primal path following algorithm q Linear Programming 2019 12

Primal path following algorithm q Linear Programming 2019 12

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q Linear Programming 2019 13

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q Linear Programming 2019 14

9. 5 The primal-dual path following algorithm q Linear Programming 2019 15

9. 5 The primal-dual path following algorithm q Linear Programming 2019 15

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q Linear Programming 2019 16

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q Linear Programming 2019 17

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Infeasible primal-dual path following methods q Linear Programming 2019 20

Infeasible primal-dual path following methods q Linear Programming 2019 20

Self-dual method q Linear Programming 2019 21

Self-dual method q Linear Programming 2019 21

q Linear Programming 2019 22

q Linear Programming 2019 22