A First Course in Combinatorial Optimization
暫譯: 組合優化入門課程
Jon Lee
- 出版商: Cambridge
- 出版日期: 2004-02-09
- 售價: $820
- 貴賓價: 9.8 折 $804
- 語言: 英文
- 頁數: 228
- 裝訂: Paperback
- ISBN: 0521010128
- ISBN-13: 9780521010122
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商品描述
Description:
Jon Lee focuses on key mathematical ideas leading to useful models and algorithms, rather than on data structures and implementation details, in this introductory graduate-level text for students of operations research, mathematics, and computer science. The viewpoint is polyhedral, and Lee also uses matroids as a unifying idea. Topics include linear and integer programming, polytopes, matroids and matroid optimization, shortest paths, and network flows. Problems and exercises are included throughout as well as references for further study.
Table of Contents:
Introduction; 0. Polytopes and linear programming; 1. Matroids and the greedy algorithm; 2. Minimum-weight dipaths; 3. Matroid intersection; 4. Matching; 5. Flows and cuts; 6. Cutting planes; 7. Branch-&-bound; 8. Optimizing submodular functions; Appendix.
商品描述(中文翻譯)
**描述：**
Jon Lee 在這本針對運籌學、數學和計算機科學研究生的入門教材中，專注於關鍵的數學概念，以導出有用的模型和算法，而非數據結構和實現細節。這本書的觀點是多面體的，Lee 也使用了母體（matroids）作為統一的概念。主題包括線性和整數編程、多面體、母體及母體優化、最短路徑和網絡流。書中包含了各種問題和練習，以及進一步學習的參考資料。
**目錄：**
引言；0. 多面體與線性編程；1. 母體與貪婪算法；2. 最小權重有向路徑；3. 母體交集；4. 匹配；5. 流與切割；6. 切割平面；7. 分支與界限；8. 優化子模函數；附錄。
