A NEW FRAMEWORK OF PRIMAL-DUAL INFEASIBLE INTERIOR-POINT METHOD FOR LINEAR PROGRAMMING

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摘要 Onthebasisoftheformulationsofthelogarithmicbarrierfunctionandtheideaoffollowingthepathofminimizersforthelogarithmicbarrierfamilyofproblemsthesocalled"centralpath"forlinearprogramming,weproposeanewframeworkofprimal-dualinfeasibleinteriorpointmethodforlinearprogrammingproblems.Withoutthestrictconvexityofthelogarithmicbarrierfunction,wegetthefollowingresults:(a)ifthehomotopyparameterμcannotreachtozero,thenthefeasiblesetoftheseprogrammingproblemsisempty;(b)ifthestrictlyfeasiblesetisnonemptyandthesolutionsetisbounded,thenforanyinitialpointx,wecanobtainasolutionoftheproblemsbythismethod;(c)ifthestrictlyfeasiblesetisnonemptyandthesolutionsetisunbounded,thenforanyinitialpointx,wecanobtaina(?)-solution;and(d)ifthestrictlyfeasiblesetisnonemptyandthesolutionsetisempty,thenwecangetthecurvex(μ),whichtowardstothegeneralizedsolutions.
机构地区 不详
出版日期 1998年02月12日(中国期刊网平台首次上网日期,不代表论文的发表时间)
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