4.7 Article

A Multipopulation Evolutionary Algorithm for Solving Large-Scale Multimodal Multiobjective Optimization Problems

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Computer Science, Artificial Intelligence

Multimodal Multiobjective Evolutionary Optimization With Dual Clustering in Decision and Objective Spaces

Qiuzhen Lin et al.

Summary: This article proposes a multimodal multiobjective evolutionary algorithm with dual clustering in decision and objective spaces to maintain diversity in solutions. Experimental results validate the advantages of this approach in maintaining diversity in both objective and decision spaces.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2021)

Article Computer Science, Artificial Intelligence

Surrogate-Assisted Evolutionary Deep Learning Using an End-to-End Random Forest-Based Performance Predictor

Yanan Sun et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2020)

Article Computer Science, Artificial Intelligence

An Evolutionary Algorithm for Large-Scale Sparse Multiobjective Optimization Problems

Ye Tian et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2020)

Article Computer Science, Artificial Intelligence

A Framework to Handle Multimodal Multiobjective Optimization in Decomposition-Based Evolutionary Algorithms

Ryoji Tanabe et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2020)

Article Computer Science, Artificial Intelligence

A Multimodal Multiobjective Evolutionary Algorithm Using Two-Archive and Recombination Strategies

Yiping Liu et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2019)

Article Computer Science, Artificial Intelligence

A New Two-Stage Evolutionary Algorithm for Many-Objective Optimization

Yanan Sun et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2019)

Article Computer Science, Artificial Intelligence

A cluster based PSO with leader updating mechanism and ring-topology for multimodal multi-objective optimization

Weizheng Zhang et al.

SWARM AND EVOLUTIONARY COMPUTATION (2019)

Article Computer Science, Artificial Intelligence

Accelerating Large-Scale Multiobjective Optimization via Problem Reformulation

Cheng He et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2019)

Proceedings Paper Computer Science, Artificial Intelligence

NSGA-Net: Neural Architecture Search using Multi-Objective Genetic Algorithm

Zhichao Lu et al.

PROCEEDINGS OF THE 2019 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE (GECCO'19) (2019)

Proceedings Paper Engineering, Electrical & Electronic

Multimodal Multiobjective Optimization in Feature Selection

C. T. Yue et al.

2019 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC) (2019)

Article Computer Science, Artificial Intelligence

A Multiobjective Particle Swarm Optimizer Using Ring Topology for Solving Multimodal Multiobjective Problems

Caitong Yue et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2018)

Article Computer Science, Artificial Intelligence

A Framework for Large-Scale Multiobjective Optimization Based on Problem Transformation

Heiner Zille et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2018)

Article Computer Science, Artificial Intelligence

A Decision Variable Clustering-Based Evolutionary Algorithm for Large-Scale Many-Objective Optimization

Xingyi Zhang et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2018)

Article Statistics & Probability

The relative performance of ensemble methods with deep convolutional neural networks for image classification

Cheng Ju et al.

JOURNAL OF APPLIED STATISTICS (2018)

Article Automation & Control Systems

Distributed Differential Evolution Based on Adaptive Mergence and Split for Large-Scale Optimization

Yong-Feng Ge et al.

IEEE TRANSACTIONS ON CYBERNETICS (2018)

Proceedings Paper Computer Science, Artificial Intelligence

A Decomposition-Based Evolutionary Algorithm for Multi-modal Multi-objective Optimization

Ryoji Tanabe et al.

PARALLEL PROBLEM SOLVING FROM NATURE - PPSN XV, PT I (2018)

Proceedings Paper Computer Science, Artificial Intelligence

A Double-Niched Evolutionary Algorithm and Its Behavior on Polygon-Based Problems

Yiping Liu et al.

PARALLEL PROBLEM SOLVING FROM NATURE - PPSN XV, PT I (2018)

Editorial Material Computer Science, Artificial Intelligence

PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization

Ye Tian et al.

IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE (2017)

Article Computer Science, Artificial Intelligence

Seeking Multiple Solutions: An Updated Survey on Niching Methods and Their Applications

Xiaodong Li et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2017)

Article Automation & Control Systems

Test Problems for Large-Scale Multiobjective and Many-Objective Optimization

Ran Cheng et al.

IEEE TRANSACTIONS ON CYBERNETICS (2017)

Proceedings Paper Computer Science, Artificial Intelligence

Densely Connected Convolutional Networks

Gao Huang et al.

30TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2017) (2017)

Article Computer Science, Artificial Intelligence

A Multiobjective Evolutionary Algorithm Based on Decision Variable Analyses for Multiobjective Optimization Problems With Large-Scale Variables

Xiaoliang Ma et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2016)

Article Computer Science, Artificial Intelligence

An Efficient Approach to Nondominated Sorting for Evolutionary Multiobjective Optimization

Xingyi Zhang et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2015)

Article Computer Science, Artificial Intelligence

Shift-Based Density Estimation for Pareto-Based Algorithms in Many-Objective Optimization

Miqing Li et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2014)

Article Computer Science, Artificial Intelligence

Sampling Techniques and Distance Metrics in High Dimensional Continuous Landscape Analysis: Limitations and Improvements

Rachael Morgan et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2014)

Article Automation & Control Systems

An evolutionary algorithm approach to generate distinct sets of non-dominated solutions for wicked problems

Emily M. Zechman et al.

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE (2013)

Article Computer Science, Artificial Intelligence

A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms

Joaquin Derrac et al.

SWARM AND EVOLUTIONARY COMPUTATION (2011)

Correction Computer Science, Artificial Intelligence

Niching Without Niching Parameters: Particle Swarm Optimization Using a Ring Topology (vol 14, pg 150, 2010)

Xiaodong Li

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2010)

Article Computer Science, Artificial Intelligence

Approximating the Set of Pareto-Optimal Solutions in Both the Decision and Objective Spaces by an Estimation of Distribution Algorithm

Aimin Zhou et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2009)

Review Computer Science, Artificial Intelligence

Pareto-based multiobjective machine learning: An overview and case studies

Yaochu Jin et al.

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS (2008)

Review Computer Science, Artificial Intelligence

Performance assessment of multiobjective optimizers: An analysis and review

E Zitzler et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2003)

Article Computer Science, Artificial Intelligence

A fast and elitist multiobjective genetic algorithm: NSGA-II

K Deb et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2002)