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Practical Methods for Optimal Control Using Nonlinear Programming, Third Edition [Bookshelf] 应用非线性规划的最优控制实用方法,第3版[书架]
IF 5.7 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2023-08-01 DOI: 10.1109/MCS.2023.3273823
John T. Betts, A.V.Nageswara varaha Rao
The review of this book is centered on the sheer quality and profoundness with which the author guides a reader through all aspects of solving a general optimal control problem numerically. The basis of the methodology is nonlinear programming, and when traversing the book, the author makes it abundantly clear that optimal control is inextricably bound to nonlinear programming. In fact, the connection the author makes between nonlinear programming and optimal control is so strong that it makes it wholly evident that optimal control problems cannot be solved numerically unless sophisticated techniques for discretizing differential equations (the optimal control side of things) are developed along with equally sophisticated approaches for solving large, sparse, nonlinear programming problems. The book is divided into ten main chapters. It starts off with an introduction to nonlinear programming and then describes large sparse nonlinear programming. From that point, it provides an overview of optimal control. Once that has been accomplished, methods that combine optimal control with nonlinear programming are described, and the main approach of direct collocation is developed in detail. After developing direct collocation methods, the remainder of the book focuses on a large number of amazing examples and ends with a chapter that contains numerous test problems.
这本书的评论集中在作者指导读者通过数字解决一般最优控制问题的各个方面的纯粹质量和深度上。该方法论的基础是非线性规划,在翻阅这本书时,作者非常清楚地表明,最优控制与非线性规划密不可分。事实上,作者在非线性规划和最优控制之间建立的联系是如此紧密,以至于很明显,除非开发出复杂的离散微分方程技术(事物的最优控制方面),以及同样复杂的方法来解决大的、稀疏的、,非线性规划问题。这本书分为十个主要章节。它首先介绍了非线性规划,然后描述了大型稀疏非线性规划。从这一点出发,它提供了最优控制的概述。一旦实现了这一点,就描述了将最优控制与非线性规划相结合的方法,并详细开发了直接配置的主要方法。在开发了直接搭配方法之后,本书的其余部分集中在大量令人惊叹的例子上,并以包含大量测试问题的章节结束。
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引用次数: 0
[25 Years Ago] [25年前]
3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2023-08-01 DOI: 10.1109/mcs.2023.3273496
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引用次数: 0
TechRxiv: Share Your Preprint Research With the World! techxiv:与世界分享你的预印本研究!
3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2023-08-01 DOI: 10.1109/mcs.2023.3286500
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引用次数: 0
Ingvar Ziemann [Ph.D.s In Control] Ingvar Ziemann[控制学博士]
IF 5.7 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2023-08-01 DOI: 10.1109/mcs.2023.3273797
Ingvar M. Ziemann
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引用次数: 0
IEEE Control Systems Society Technical Committee on Distributed Parameter Systems [Technical Activities] IEEE控制系统学会分布参数系统技术委员会[技术活动]
IF 5.7 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2023-08-01 DOI: 10.1109/mcs.2023.3273498
L. Paunonen, T. Meurer
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引用次数: 1
Spiking Intelligence [From the Editor] 提高智商[摘自编辑]
IF 5.7 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2023-08-01 DOI: 10.1109/mcs.2023.3273493
R. Sepulchre
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引用次数: 0
Networks and Communication Systems [Technical Activities] 网络和通信系统[技术活动]
IF 5.7 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2023-08-01 DOI: 10.1109/mcs.2023.3273524
G. Como, P. Frasca, F. Parise, C. Ravazzi, K. Savla, S. Yüksel
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引用次数: 0
Cristina Stoica [People in Control] 克里斯蒂娜·斯托伊卡
IF 5.7 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2023-08-01 DOI: 10.1109/mcs.2023.3273527
C. Stoica
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引用次数: 0
Umit Ozguner [People in Control] 乌米特·奥兹古纳
IF 5.7 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2023-08-01 DOI: 10.1109/mcs.2023.3273549
U. Ozguner
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引用次数: 0
2024 American Control Conference in Toronto, Canada [Conference Reports] 在加拿大多伦多举行的2024年美国管制会议[会议报告]
IF 5.7 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2023-08-01 DOI: 10.1109/mcs.2023.3273828
M. Grover
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引用次数: 0
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