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Cliques for Multi-Term Linearization of 0–1 Multilinear Program for Boolean Logical Pattern Generation

  • Kedong Yan
  • Hong Seo RyooEmail author
Conference paper
Part of the Advances in Intelligent Systems and Computing book series (AISC, volume 991)

Abstract

0–1 multilinear program (MP) holds a unifying theory to Boolean logical pattern generation. For a tighter polyhedral relaxation of MP, this note exploits cliques in the graph representation of data under analysis to generate valid inequalities for MP that subsume all previous results and, collectively, provide a much stronger relaxation of MP. A preliminary numerical study demonstrates strength and practical benefits of the new results.

Keywords

Logical analysis of data Pattern 0–1 multilinear programming 0–1 polyhedral relaxation Graph Clique 

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Copyright information

© Springer Nature Switzerland AG 2020

Authors and Affiliations

  1. 1.Department of Computer Science and Technology, School of Computer Science and EngineeringNanjing University of Science and TechnologyXuanwu District, NanjingPeople’s Republic of China
  2. 2.School of Industrial Management EngineeringKorea UniversitySeongbuk-GuRepublic of Korea

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