Modeling Discrete Competitive Facility Location (SpringerBriefs in Optimization)
暫譯: 離散競爭設施選址建模(SpringerBriefs in Optimization)
Athanasia Karakitsiou
- 出版商: Springer
- 出版日期: 2015-08-13
- 售價: $2,420
- 貴賓價: 9.5 折 $2,299
- 語言: 英文
- 頁數: 54
- 裝訂: Paperback
- ISBN: 3319213407
- ISBN-13: 9783319213408
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商品描述
This book presents an up-to-date review of modeling and optimization approaches for location problems along with a new bi-level programming methodology which captures the effect of competition of both producers and customers on facility location decisions. While many optimization approaches simplify location problems by assuming decision making in isolation, this monograph focuses on models which take into account the competitive environment in which such decisions are made. New insights in modeling, algorithmic and theoretical possibilities are opened by this approach and new applications are possible. Competition on equal term plus competition between market leader and followers are considered in this study, consequently bi-level optimization methodology is emphasized and further developed. This book provides insights regarding modeling complexity and algorithmic approaches to discrete competitive location problems. In traditional location modeling, assignment of customer demands to supply sources are made for which the associated costs target the firm and not the customers, though in many real world situations the cost is incurred by the customers. Moreover, there may be customer competition for the provided services. Thus, a new methodological framework is needed in order to encompass such considerations into the modeling and solution process. This book offers initial directions for further research and development along these lines. Aimed toward graduate students and researchers in the field of mathematics, computer science, operational research and game theory, this title provides necessary information on which further research contributions can be based.
商品描述(中文翻譯)
本書提供了有關位置問題的建模和優化方法的最新回顧,並介紹了一種新的雙層規劃方法論,該方法論捕捉了生產者和顧客之間競爭對設施位置決策的影響。雖然許多優化方法通過假設決策是在孤立的情況下進行來簡化位置問題,但本專著專注於考慮這些決策所處競爭環境的模型。這種方法開啟了建模、算法和理論可能性的新見解,並使新的應用成為可能。本研究考慮了平等條件下的競爭以及市場領導者與追隨者之間的競爭,因此強調並進一步發展了雙層優化方法論。本書提供了有關建模複雜性和離散競爭位置問題的算法方法的見解。在傳統的位置建模中,顧客需求的分配是針對供應來源進行的,相關成本針對的是公司而非顧客,儘管在許多現實情況中,成本是由顧客承擔的。此外,顧客之間可能會對所提供的服務產生競爭。因此,需要一個新的方法論框架,以便將這些考量納入建模和解決過程中。本書為進一步的研究和發展提供了初步方向。本書針對數學、計算機科學、運籌學和博弈論領域的研究生和研究人員,提供了進一步研究貢獻所需的必要信息。