Optimization of Complex Systems: Theory, Models, Algorithms and Applications, WCGO 2019, World Congress on Global Optimization, Metz, France, 8-10 July, 2019
Optimization of Complex Systems: Theory, Models, Algorithms and Applications, WCGO 2019, World Congress on Global Optimization, Metz, France, 8-10 July, 2019
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复杂系统优化：理论、模型、算法和应用，WCGO 2019，全球优化世界大会，法国梅斯，2019 年 7 月 8-10 日
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发表时间：
2020
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通讯作者：
T. P. Dinh
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作者：
Hoai An Le Thi;Hoai Minh Le;T. P. Dinh
本书包含112篇论文，选自2019年7月8日至10日在法国梅斯洛林大学举行的第六届全球优化世界大会（WCGO 2019）的约250篇论文。这本书涵盖了非凸优化的理论和算法方面，以及它在各个领域建模和解决决策问题的应用。它由10个部分组成，每个部分都涉及优化分支的理论和/或方法，如连续优化，DC规划和DCA，离散优化和网络优化，多目标规划，不确定性下的优化，或特定应用领域的模型和优化方法，包括数据科学，经济与金融，能源与水管理，工程系统，运输、物流、资源配置和生产管理。在非凸优化和几个应用领域工作的研究人员和从业者可以在这里找到许多鼓舞人心的想法和有用的工具和技术。
This book contains 112 papers selected from about 250 submissions to the 6th World Congress on Global Optimization (WCGO 2019) which takes place on July 8–10, 2019 at University of Lorraine, Metz, France. The book covers both theoretical and algorithmic aspects of Nonconvex Optimization, as well as its applications to modeling and solving decision problems in various domains. It is composed of 10 parts, each of them deals with either the theory and/or methods in a branch of optimization such as Continuous optimization, DC Programming and DCA, Discrete optimization & Network optimization, Multiobjective programming, Optimization under uncertainty, or models and optimization methods in a specific application area including Data science, Economics & Finance, Energy & Water management, Engineering systems, Transportation, Logistics, Resource allocation & Production management. The researchers and practitioners working in Nonconvex Optimization and several application areas can find here many inspiring ideas and useful tools & techniques for their works.