Fast Heuristics for the Maximum Feasible Subsystem Problem

  • Authors:
  • John W. Chinneck

  • Affiliations:
  • -

  • Venue:
  • INFORMS Journal on Computing
  • Year:
  • 2001

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Abstract

Given an infeasible set of linear constraints, finding the maximum cardinality feasible subsystem is known as themaximum feasible subsystem problem. This problem is known to be NP-hard, but has many practical applications. This paper presents improved heuristics for solving the maximum feasible subsystem problem that are significantly faster than the original, but still highly accurate.