Recent Advanced in Lift-and-Project

Abstract

In recent years the lift-and-project approach has been used successfully within a branch-and-cut framework to solve large. difficult pure and mixed 0-1 programs that have resisted solution efforts by pure branch and bound codes. The approach uses a linear description in a higher dimensional space of the convex hull of the disjunctive set created by imposing one or several 0-1 conditions. By solving a linear program derived from this higher dimensional representation - the cut generating linear program (CGLP) - the standard lift-and-project procedure obtains a deepest cut in a well defined sense. we propose a modification of CGLP that allows us to generate not just one deepest cut. but a class of cuts with desirable properties each at the cost of one extra pivot in the optimal tableau of the modified CGLP.

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Document Details

Document Type
Technical Report
Publication Date
Mar 01, 1997
Accession Number
ADA351870

Entities

People

  • Egon Balas

Organizations

  • Carnegie Mellon University

Tags

Communities of Interest

  • Air Platforms

DTIC Thesaurus Topics

  • Algorithms
  • Computer Programming
  • Convex Programming
  • Equations
  • Evolutionary Algorithms
  • Inequalities
  • Integer Programming
  • Linear Programming
  • Linear Systems
  • Mathematical Programming
  • Mathematics
  • Military Research
  • Optimization
  • Trees (Data Structures)
  • Universities

Readers

  • Operations Research

Technology Areas

  • Space