Operations Research: Introduction to Models and Methods (Paperback)
暫譯: 運籌學:模型與方法導論 (平裝本)
Boucherie, Richard Johannes, Tijms, Henk, Braaksma, Aleida
- 出版商: World Scientific Pub
- 出版日期: 2021-11-07
- 售價: $1,740
- 貴賓價: 9.8 折 $1,705
- 語言: 英文
- 頁數: 500
- 裝訂: Quality Paper - also called trade paper
- ISBN: 9811239819
- ISBN-13: 9789811239816
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商品描述
This attractive textbook with its easy-to-follow presentation provides a down-to-earth introduction to operations research for students in a wide range of fields such as engineering, business analytics, mathematics and statistics, computer science, and econometrics. It is the result of many years of teaching and collective feedback from students.The book covers the basic models in both deterministic and stochastic operations research and is a springboard to more specialized texts, either practical or theoretical. The emphasis is on useful models and interpreting the solutions in the context of concrete applications.The text is divided into several parts. The first three chapters deal exclusively with deterministic models, including linear programming with sensitivity analysis, integer programming and heuristics, and network analysis. The next three chapters primarily cover basic stochastic models and techniques, including decision trees, dynamic programming, optimal stopping, production planning, and inventory control. The final five chapters contain more advanced material, such as discrete-time and continuous-time Markov chains, Markov decision processes, queueing models, and discrete-event simulation.Each chapter contains numerous exercises, and a large selection of exercises includes solutions.
商品描述(中文翻譯)
這本吸引人的教科書以易於理解的方式介紹了運籌學,適合工程、商業分析、數學與統計、計算機科學及計量經濟學等多個領域的學生。這是多年教學和學生集體反饋的結果。該書涵蓋了確定性和隨機運籌學的基本模型,並為更專業的實用或理論文本提供了跳板。重點在於有用的模型以及在具體應用背景下解釋解決方案。文本分為幾個部分。前三章專門討論確定性模型,包括帶有敏感度分析的線性規劃、整數規劃和啟發式方法,以及網絡分析。接下來的三章主要涵蓋基本的隨機模型和技術,包括決策樹、動態規劃、最佳停止、產能規劃和庫存控制。最後五章包含更高級的內容,如離散時間和連續時間的馬可夫鏈、馬可夫決策過程、排隊模型和離散事件模擬。每章都包含大量練習題,並且有大量的練習題附有解答。