Linear and Integer Programming Made Easy

Linear and integer programming are fundamental toolkits for data and information science and technology, particularly in the context of today's megatrends toward statistical optimization, machine learning, and big data analytics. Drawn from over 30 years of classroom teaching and applied resear...

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Detaylı Bibliyografya
Asıl Yazarlar: Hu, T. C. (Yazar), Kahng, Andrew B. (Yazar)
Müşterek Yazar: SpringerLink (Online service)
Materyal Türü: e-Kitap
Dil:İngilizce
Baskı/Yayın Bilgisi: Cham : Springer International Publishing : 2016.
Imprint: Springer,
Edisyon:1st ed. 2016.
Konular:
Electronic circuits.
Computer science > Mathematics.
Engineering mathematics.
Engineering > Data processing.
Mathematics.
Electronic Circuits and Systems.
Mathematical Applications in Computer Science.
Mathematical and Computational Engineering Applications.
Applications of Mathematics.
Online Erişim:Full-text access
İçindekiler:
  • Preliminaries
  • Introduction
  • Dimension of the Solution Space
  • Introduction to the Simplex Method
  • Duality and Complementary Slackness
  • Revised Simplex Method
  • Column Generating Technique
  • The Knapsack Problem
  • Asymptotic Algorithms
  • The World Map of Integer Programs
  • Linear and Integer Programming in Practice.

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