Dynamic optimization and applications

Dynamic optimization is a unified framework for studying strategies to control a dynamical system which optimize a criterion of best performance. It has emerged as a distinct field of research to address optimization problems arising in many applications, such as aerospace engineering, robotics, economics, machine learning, and other areas. The main purpose of this tutorial is to provide an overview of dynamic optimization theory, giving easy access to key concepts, results (centered on the maximum principle and the dynamic programming), and tools for studying dynamic optimization problems. We illustrate some traditional applications and present recent directions and emerging applications.

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Published
2025-06-23
DOI
https://doi.org/10.1109/ic_etc65981.2025.11141317
Primary Topic
Advanced Optimization Algorithms Research
Type
article
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article

Dynamic optimization and applications

Piernicola Bettiol
Advanced Optimization Algorithms Research
article

Dynamic optimization and applications

Piernicola Bettiol
article en

Abstract

Dynamic optimization is a unified framework for studying strategies to control a dynamical system which optimize a criterion of best performance. It has emerged as a distinct field of research to address optimization problems arising in many applications, such as aerospace engineering, robotics, economics, machine learning, and other areas. The main purpose of this tutorial is to provide an overview of dynamic optimization theory, giving easy access to key concepts, results (centered on the maximum principle and the dynamic programming), and tools for studying dynamic optimization problems. We illustrate some traditional applications and present recent directions and emerging applications.

Université de Bretagne Occidentale (FR)
Openalex Percentile: Top 66%
Advanced Optimization Algorithms Research
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