Journal of Jilin University Science Edition

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Complexity Analysis for the Homotopy Method of Non-convexProgramming under Normal Cone Conditions

LIU Wei1,2, XUE Dongmei1   

  1. 1. School of Science, Jilin Institute of Chemical Teachnology, Jilin 132022, Jilin Province, China;2. College of Mathematics, Jilin University, Changchun 130012, China
  • Received:2014-07-11 Online:2014-11-26 Published:2014-12-11
  • Contact: XUE Dongmei E-mail:boots119@163.com

Abstract:

The complexity of the case of nonconvex programming problem homotopy algorithm was researched. We assumed the objective function to be bounded in a fairly large range so as to avoid the nonconvex case of feasible region. The algorithm generated iterate column is not in the feasible domain. We proved the complexity of nonconvex cone planning group homotopy algorithm when the feasible region satisfied the normal cone conditions and got the corresponding estimates.

Key words: non-convex programming, homotopy method, complexity analysis

CLC Number: 

  • O224