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1 - Introduction and Concepts

Published online by Cambridge University Press:  04 April 2025

Timo Berthold
Affiliation:
FICO
Andrea Lodi
Affiliation:
Cornell Tech
Domenico Salvagnin
Affiliation:
Università degli Studi di Padova, Italy
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Summary

This chapter introduces the notation used in the book and discusses the mixed integer programming (MIP) computational framework in which heuristics are developed, used, and evaluated. The chapter starts by formally definining MIP and presenting the basic complete algorithms to solve it. Then, the more important building block concepts at the core of primal heuristics are presented, as well as the way in which they are incorporated in the MIP framework and their impact.

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Publisher: Cambridge University Press
Print publication year: 2025

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