A Machine Learning Algorithm That Experiences the Evolutionary Algorithm’s Predictions—An Application to Optimal Control

A Machine Learning Algorithm That Experiences the Evolutionary Algorithm’s Predictions—An Application to Optimal Control

Using metaheuristics such as the Evolutionary Algorithm (EA) within control structures is a realistic approach for certain optimal control problems. They often predict the optimal control values over a prediction horizon using a process model (PM). The computational effort sometimes causes the execu...

書目詳細資料
Main Authors:	Viorel Mînzu, Iulian Arama
格式:	Article
語言:	English
出版:	MDPI AG 2024-01-01
叢編:	Mathematics
主題:	evolutionary algorithm machine learning optimal control simulation
在線閱讀:	https://www.mdpi.com/2227-7390/12/2/187

相似書籍

Optimal Control Systems Using Evolutionary Algorithm-Control Input Range Estimation
由: Viorel Mînzu, et al.
出版: (2022-01-01)

Implementation Aspects Regarding Closed-Loop Control Systems Using Evolutionary Algorithms
由: Viorel Minzu, et al.
出版: (2021-07-01)

Execution Time Decrease for Controllers Based on Adaptive Particle Swarm Optimization
由: Viorel Mînzu, et al.
出版: (2022-12-01)

Optimization of Fracturing Parameters with Machine-Learning and Evolutionary Algorithm Methods
由: Zhenzhen Dong, et al.
出版: (2022-08-01)

A Simple But Effective Evolutionary Algorithm for Complicated Optimization Problems
由: Xu, Y.G., et al.
出版: (2003)

Combining Gradient and Evolutionary Algorithms for Improving Collaborative Optimization Performance
由: Hossein Darabi, et al.
出版: (2015-07-01)

Pump Scheduling Optimization Using Asynchronous Parallel Evolutionary Algorithms
由: Christian von Lucken, et al.
出版: (2018-08-01)

Control of Microalgae Growth in Artificially Lighted Photobioreactors Using Metaheuristic-Based Predictions
由: Viorel Minzu, et al.
出版: (2021-12-01)

Hybrid algorithm of Bayesian optimization and evolutionary algorithm in crystal structure prediction
由: Tomoki Yamashita, et al.
出版: (2022-12-01)

ALMO: Active Learning-Based Multi-Objective Optimization for Accelerating Constrained Evolutionary Algorithms
由: Karanpreet Singh, et al.
出版: (2024-10-01)

Fuzzy logic applied to tunning mutation size in evolutionary algorithms
由: Krzysztof Pytel
出版: (2025-01-01)

Automatic Optimization of Guidance Guardrail Layout Based on Multi-Objective Evolutionary Algorithm
由: Wei-Li Liu, et al.
出版: (2024-12-01)

Usage of Evolutionary Algorithms in Swarm Robotics and Design Problems
由: Levent Türkler, et al.
出版: (2022-06-01)

Recent Evolutionary Algorithm Variants for Combinatorial Optimization Problem
由: Anniza Hamdan, et al.
出版: (2023-12-01)

An evolutionary algorithm for multi-objective optimization of freshwater consumption in textile dyeing industry
由: Ihsan Elahi, et al.
出版: (2022-03-01)

Combining Evolutionary Algorithms and Machine Learning Models in Landslide Susceptibility Assessments
由: Wei Chen, et al.
出版: (2020-11-01)

Hybrid evolutionary optimization algorithm MPSO-SA
由: El Hami N., et al.
出版: (2010-01-01)

An Evolutionary Algorithm for an Optimization Model of Edge Bundling
由: Joelma de M. Ferreira, et al.
出版: (2018-06-01)

Optimizing Solid Rocket Missile Trajectories: A Hybrid Approach Using an Evolutionary Algorithm and Machine Learning
由: Carlo Ferro, et al.
出版: (2024-11-01)

Advancements in Optimization: Critical Analysis of Evolutionary, Swarm, and Behavior-Based Algorithms
由: Noor A. Rashed, et al.
出版: (2024-09-01)

A Federated Learning-Inspired Evolutionary Algorithm: Application to Glucose Prediction
由: Ivanoe De Falco, et al.
出版: (2023-03-01)

Colonial competitive evolutionary Rao algorithm for optimal engineering design
由: Shahab S. Band, et al.
出版: (2022-12-01)

A Fireworks Algorithm Based on Transfer Spark for Evolutionary Multitasking
由: Zhiwei Xu, et al.
出版: (2020-01-01)

An Efficient Hybrid Evolutionary Optimization Method Coupling Cultural Algorithm with Genetic Algorithms and Its Application to Aerodynamic Shape Design
由: Xin Zhao, et al.
出版: (2022-03-01)

Performance Comparison of Non-Dominated Sorting Genetic Algorithm with strength Pareto evolutionary algorithm in Selecting Optimal Portfolios in Tehran Stock Exchange
由: Gholamhossein Golarzi, et al.
出版: (2022-09-01)

Multi-objective multi-criteria evolutionary algorithm for multi-objective multi-task optimization
由: Ke-Jing Du, et al.
出版: (2022-02-01)

A Generic Multi-Objective Optimization of Machining Processes Using an End-to-End Evolutionary Algorithm
由: Cheng Xun, et al.
出版: (2024-09-01)

Collaborative Multiobjective Evolutionary Algorithms in the Search of Better Pareto Fronts: An Application to Trading Systems
由: Francisco J. Soltero, et al.
出版: (2023-11-01)

Evolutionary multi-objective Algorithm for Continuous Review Stochastic Inventory Systems
由: Soheila Khishtandar, et al.
出版: (2011-04-01)

Algorithmicity of Evolutionary Algorithms
由: Leciejewski Sławomir, et al.
出版: (2020-09-01)

EVOLUTIONARY ALGORITHM FOR LEARNING BAYESIAN STRUCTURES FROM DATA
由: MAREK KOZŁOWSKI, et al.
出版: (2002-07-01)

A comparative analysis of evolutionary algorithms in the design of laminated composite structures
由: Tabakov Pavel Y., et al.
出版: (2017-01-01)

Improved Cluster Structure Optimization: Hybridizing Evolutionary Algorithms with Local Heat Pulses
由: Johannes M. Dieterich, et al.
出版: (2017-09-01)

Evolutionary algorithms guided by Erdős–Rényi complex networks
由: Víctor A. Bucheli, et al.
出版: (2024-01-01)

A new evolutionary algorithm: Learner performance based behavior algorithm
由: Chnoor M. Rahman, et al.
出版: (2021-07-01)

Multi-Objective Control Optimization for Greenhouse Environment Using Evolutionary Algorithms
由: Haigen Hu, et al.
出版: (2011-05-01)

A survey on evolutionary ensemble learning algorithm
由: Yi HU, et al.
出版: (2021-03-01)

A Novel Evolutionary Algorithm Inspired by Beans Dispersal
由: Xiaoming Zhang, et al.
出版: (2013-02-01)

Application of evolutionary algorithms to optimize cooling channels
由: Nagaiah Narasimha R., et al.
出版: (2019-01-01)

Evolutionary algorithms and intelligent tools in engineering optimization /
由: Annicchiarico, William
出版: (2005)