Compact Extended Linear Programming Models (EURO Advanced Tutorials on Operational Research)
暫譯: 緊湊擴展線性規劃模型(歐洲運籌研究高級教程)

Giuseppe Lancia, Paolo Serafini

  • 出版商: Springer
  • 出版日期: 2017-10-13
  • 售價: $4,130
  • 貴賓價: 9.5$3,924
  • 語言: 英文
  • 頁數: 208
  • 裝訂: Hardcover
  • ISBN: 3319639757
  • ISBN-13: 9783319639758
  • 相關分類: R 語言
  • 海外代購書籍(需單獨結帳)

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商品描述

This book provides a handy, unified introduction to the theory of compact extended formulations of exponential-size integer linear programming (ILP) models. Compact extended formulations are equally powerful, but polynomial-sized, models whose solutions do not require the implementation of separation and pricing procedures. The book is written in a general, didactic form, first developing the background theoretical concepts (polyhedra, projections, linear and integer programming) and then delving into the various techniques for compact extended reformulations. The techniques are illustrated through a wealth of examples touching on many application areas, such as classical combinatorial optimization, network design, timetabling, scheduling, routing, computational biology and bioinformatics. The book is intended for graduate or PhD students – either as an advanced course on selected topics or within a more general course on ILP and mathematical programming – as well as for practitioners and software engineers in industry exploring techniques for developing optimization models for their specific problems.

商品描述(中文翻譯)

本書提供了一個方便且統一的介紹,針對指數規模整數線性規劃(ILP)模型的緊湊擴展形式理論。緊湊擴展形式是同樣強大但多項式規模的模型,其解決方案不需要實施分離和定價程序。本書以一般的教學形式撰寫,首先發展背景理論概念(多面體、投影、線性和整數規劃),然後深入探討緊湊擴展重構的各種技術。這些技術通過大量範例進行說明,涵蓋了許多應用領域,如經典組合優化、網路設計、時間表安排、排程、路由、計算生物學和生物資訊學。本書的目標讀者為研究生或博士生——無論是作為選定主題的進階課程,還是在更一般的ILP和數學規劃課程中,以及對於探索為其特定問題開發優化模型技術的業界從業人員和軟體工程師。

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