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Integer Programming

In: Logic and Integer Programming

Author

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  • H. Paul Williams

    (The London School of Economics)

Abstract

In this chapter we begin with a brief explanation of linear programming (LP) since integer programming (IP) is usually regarded as an extension of LP. Also most practical methods of solving IP models rely on solving an LP model first. However, our discussion of LP will be brief since this is not the main theme of this book. Although LP models are often solved in the course of solving IP models we will, in the main, regard a method of solving LP models in this context as a ‘black box’. However, we will give a (computationally inefficient) method of solving LP models which illustrates the use of the predicate calculus as discussed in Sect. 1.5 as well as demonstrating important properties of LP models which are relevant to IP. In Sect. 2.4 we discuss the comparative computational complexity of IP comparedwith LP. A list of references to the further study of LP is given in Sect. 2.5.

Suggested Citation

  • H. Paul Williams, 2009. "Integer Programming," International Series in Operations Research & Management Science, in: Logic and Integer Programming, chapter 0, pages 25-70, Springer.
  • Handle: RePEc:spr:isochp:978-0-387-92280-5_2
    DOI: 10.1007/978-0-387-92280-5_2
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