Expensive Optimization via Surrogate-Assisted and Model-Free Evolutionary Optimization
Published 2022 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Expensive Optimization via Surrogate-Assisted and Model-Free Evolutionary Optimization
Authors
Keywords
-
Journal
IEEE Transactions on Systems Man Cybernetics-Systems
Volume 53, Issue 5, Pages 2758-2769
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Online
2022-11-15
DOI
10.1109/tsmc.2022.3219080
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Expensive Multiobjective Optimization by Relation Learning and Prediction
- (2022) Hao Hao et al. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
- Surrogate-assisted evolutionary optimization of expensive many-objective irregular problems
- (2022) Qiqi Liu et al. KNOWLEDGE-BASED SYSTEMS
- Reference Vector-Assisted Adaptive Model Management for Surrogate-Assisted Many-Objective Optimization
- (2022) Qiqi Liu et al. IEEE Transactions on Systems Man Cybernetics-Systems
- Mixtures of Gaussian Processes for Robot Motion Planning Using Stochastic Trajectory Optimization
- (2022) Luka Petrovic et al. IEEE Transactions on Systems Man Cybernetics-Systems
- Evolutionary Sampling Agent for Expensive Problems
- (2022) Huixiang Zhen et al. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
- Distributed and Expensive Evolutionary Constrained Optimization With On-Demand Evaluation
- (2022) Feng-Feng Wei et al. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
- Objective-Constraint Mutual-Guided Surrogate-Based Particle Swarm Optimization for Expensive Constrained Multimodal Problems
- (2022) Yong Zhang et al. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
- Surrogate Models in Evolutionary Single-Objective Optimization: A New Taxonomy and Experimental Study
- (2021) Hao Tong et al. INFORMATION SCIENCES
- Fuzzy Hierarchical Surrogate Assists Probabilistic Particle Swarm Optimization for expensive high dimensional problem
- (2021) Shu-Chuan Chu et al. KNOWLEDGE-BASED SYSTEMS
- Multiple Penalties and Multiple Local Surrogates for Expensive Constrained Optimization
- (2021) Genghui Li et al. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
- Enhancing hierarchical surrogate-assisted evolutionary algorithm for high-dimensional expensive optimization via random projection
- (2021) Xiaodong Ren et al. Complex & Intelligent Systems
- Cardinality-constrained portfolio selection based on collaborative neurodynamic optimization
- (2021) Man-Fai Leung et al. NEURAL NETWORKS
- Evolutionary Optimization of High-Dimensional Multiobjective and Many-Objective Expensive Problems Assisted by a Dropout Neural Network
- (2021) Dan Guo et al. IEEE Transactions on Systems Man Cybernetics-Systems
- Surrogate-Assisted Autoencoder-Embedded Evolutionary Optimization Algorithm to Solve High-Dimensional Expensive Problems
- (2021) Meiji Cui et al. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
- A Three-Level Radial Basis Function Method for Expensive Optimization
- (2021) Genghui Li et al. IEEE Transactions on Cybernetics
- Surrogate-Assisted Multipopulation Particle Swarm Optimizer for High-Dimensional Expensive Optimization
- (2021) Yuanchao Liu et al. IEEE Transactions on Systems Man Cybernetics-Systems
- Investigating the Correlation Amongst the Objective and Constraints in Gaussian Process-Assisted Highly Constrained Expensive Optimization
- (2021) Ruwang Jiao et al. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
- Multi-surrogate multi-tasking optimization of expensive problems
- (2020) Peng Liao et al. KNOWLEDGE-BASED SYSTEMS
- Efficient hierarchical surrogate-assisted differential evolution for high-dimensional expensive optimization
- (2020) Guodong Chen et al. INFORMATION SCIENCES
- A Surrogate-Assisted Multiswarm Optimization Algorithm for High-Dimensional Computationally Expensive Problems
- (2020) Fan Li et al. IEEE Transactions on Cybernetics
- A Classifier-Assisted Level-Based Learning Swarm Optimizer for Expensive Optimization
- (2020) Feng-Feng Wei et al. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
- A Neighborhood Regression Optimization Algorithm for Computationally Expensive Optimization Problems
- (2020) Yuren Zhou et al. IEEE Transactions on Cybernetics
- Two-layer adaptive surrogate-assisted evolutionary algorithm for high-dimensional computationally expensive problems
- (2019) Zan Yang et al. JOURNAL OF GLOBAL OPTIMIZATION
- Granularity-based surrogate-assisted particle swarm optimization for high-dimensional expensive optimization
- (2019) Jie Tian et al. KNOWLEDGE-BASED SYSTEMS
- A Novel Evolutionary Sampling Assisted Optimization Method for High-Dimensional Expensive Problems
- (2019) Xinjing Wang et al. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
- Surrogate-assisted evolutionary algorithm with dimensionality reduction method for water flooding production optimization
- (2019) Guodong Chen et al. JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING
- Efficient Generalized Surrogate-Assisted Evolutionary Algorithm for High-Dimensional Expensive Problems
- (2019) Xiwen Cai et al. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
- Ensemble of differential evolution variants
- (2018) Guohua Wu et al. INFORMATION SCIENCES
- Multi-objective Infill Criterion Driven Gaussian Process Assisted Particle Swarm Optimization of High-dimensional Expensive Problems
- (2018) Jie Tian et al. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
- A complete expected improvement criterion for Gaussian process assisted highly constrained expensive optimization
- (2018) Ruwang Jiao et al. INFORMATION SCIENCES
- Surrogate-Assisted Cooperative Swarm Optimization of High-Dimensional Expensive Problems
- (2017) Chaoli Sun et al. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
- Committee-Based Active Learning for Surrogate-Assisted Particle Swarm Optimization of Expensive Problems
- (2017) Handing Wang et al. IEEE Transactions on Cybernetics
- A Multioperator Search Strategy Based on Cheap Surrogate Models for Evolutionary Optimization
- (2015) Wenyin Gong et al. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
- A two-layer surrogate-assisted particle swarm optimization algorithm
- (2014) Chaoli Sun et al. SOFT COMPUTING
- A Gaussian Process Surrogate Model Assisted Evolutionary Algorithm for Medium Scale Expensive Optimization Problems
- (2013) Bo Liu et al. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
- Evolutionary Programming for High-Dimensional Constrained Expensive Black-Box Optimization Using Radial Basis Functions
- (2013) Rommel G. Regis IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
- Surrogate-assisted evolutionary computation: Recent advances and future challenges
- (2011) Yaochu Jin Swarm and Evolutionary Computation
- JADE: Adaptive Differential Evolution With Optional External Archive
- (2009) Jingqiao Zhang et al. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
- Generalizing Surrogate-Assisted Evolutionary Computation
- (2009) Dudy Lim et al. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
- KEEL: a software tool to assess evolutionary algorithms for data mining problems
- (2008) J. Alcalá-Fdez et al. SOFT COMPUTING
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationPublish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn More