4.7 Article

An improved competitive particle swarm optimization for many-objective 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

A surrogate-assisted radial space division evolutionary algorithm for expensive many-objective optimization problems

Qinghua Gu et al.

Summary: Model management is crucial for surrogate-assisted evolutionary algorithms to tackle computationally expensive optimization problems. The proposed algorithm in this paper, based on radial space division, outperforms commonly used surrogate-assisted evolutionary algorithms in benchmark and automobile structure design problems.

APPLIED SOFT COMPUTING (2021)

Article Computer Science, Artificial Intelligence

A benchmark for equality constrained multi-objective optimization

Oliver Cuate et al.

SWARM AND EVOLUTIONARY COMPUTATION (2020)

Article Automation & Control Systems

Efficient Large-Scale Multiobjective Optimization Based on a Competitive Swarm Optimizer

Ye Tian et al.

IEEE TRANSACTIONS ON CYBERNETICS (2020)

Article Computer Science, Artificial Intelligence

A modified particle swarm optimization based on decomposition with different ideal points for many-objective optimization problems

Shufen Qin et al.

COMPLEX & INTELLIGENT SYSTEMS (2020)

Article Computer Science, Artificial Intelligence

Coevolutionary Particle Swarm Optimization With Bottleneck Objective Learning Strategy for Many-Objective Optimization

Xiao-Fang Liu et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2019)

Article Computer Science, Artificial Intelligence

Particle Swarm Optimization With a Balanceable Fitness Estimation for Many-Objective Optimization Problems

Qiuzhen Lin et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2018)

Article Computer Science, Information Systems

A competitive mechanism based multi-objective particle swarm optimizer with fast convergence

Xingyi Zhang et al.

INFORMATION SCIENCES (2018)

Article Computer Science, Information Systems

Evolutionary Many-Objective Optimization: A Comparative Study of the State-of-the-Art

Kaiwen Li et al.

IEEE ACCESS (2018)

Proceedings Paper Computer Science, Artificial Intelligence

A Many-Objective Particle Swarm Optimization Based On Virtual Pareto Front

Bolin Wu et al.

2018 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC) (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 Automation & Control Systems

A Many-Objective Evolutionary Algorithm Using A One-by-One Selection Strategy

Yiping Liu et al.

IEEE TRANSACTIONS ON CYBERNETICS (2017)

Article Computer Science, Artificial Intelligence

A Reference Vector Guided Evolutionary Algorithm for Many-Objective Optimization

Ran Cheng et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2016)

Article Computer Science, Artificial Intelligence

Stochastic Ranking Algorithm for Many-Objective Optimization Based on Multiple Indicators

Bingdong Li et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2016)

Article Computer Science, Artificial Intelligence

A New Dominance Relation-Based Evolutionary Algorithm for Many-Objective Optimization

Yuan Yuan et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2016)

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, Theory & Methods

Many-Objective Evolutionary Algorithms: A Survey

Bingdong Li et al.

ACM COMPUTING SURVEYS (2015)

Article Computer Science, Artificial Intelligence

Two_Arch2: An Improved Two-Archive Algorithm for Many-Objective Optimization

Handing Wang et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2015)

Article Computer Science, Artificial Intelligence

A Knee Point-Driven Evolutionary Algorithm for Many-Objective Optimization

Xingyi Zhang et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2015)

Article Automation & Control Systems

A Competitive Swarm Optimizer for Large Scale Optimization

Ran Cheng et al.

IEEE TRANSACTIONS ON CYBERNETICS (2015)

Article Computer Science, Artificial Intelligence

D2MOPSO: MOPSO Based on Decomposition and Dominance with Archiving Using Crowding Distance in Objective and Solution Spaces

N. Al Moubayed et al.

EVOLUTIONARY COMPUTATION (2014)

Article Computer Science, Artificial Intelligence

An Evolutionary Many-Objective Optimization Algorithm Using Reference-Point-Based Nondominated Sorting Approach, Part I: Solving Problems With Box Constraints

Kalyanmoy Deb et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2014)

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 Mathematics, Applied

Unconventional initialization methods for differential evolution

Musrrat Ali et al.

APPLIED MATHEMATICS AND COMPUTATION (2013)

Article Computer Science, Artificial Intelligence

A Grid-Based Evolutionary Algorithm for Many-Objective Optimization

Shengxiang Yang et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2013)

Article Computer Science, Artificial Intelligence

Using the Averaged Hausdorff Distance as a Performance Measure in Evolutionary Multiobjective Optimization

Oliver Schuetze et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2012)

Article Computer Science, Information Systems

Investigating Smart Sampling as a population initialization method for Differential Evolution in continuous problems

Vinicius Veloso de Melo et al.

INFORMATION SCIENCES (2012)

Article Computer Science, Artificial Intelligence

HypE: An Algorithm for Fast Hypervolume-Based Many-Objective Optimization

Johannes Bader et al.

EVOLUTIONARY COMPUTATION (2011)

Article Computer Science, Artificial Intelligence

An effective genetic algorithm for the flexible job-shop scheduling problem

Guohui Zhang et al.

EXPERT SYSTEMS WITH APPLICATIONS (2011)

Article Computer Science, Artificial Intelligence

Differential Evolution: A Survey of the State-of-the-Art

Swagatam Das et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2011)

Article Automation & Control Systems

A new evolutionary algorithm for solving many-objective optimization problems

Xiufen Zou et al.

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS (2008)

Article Computer Science, Interdisciplinary Applications

Multiobjective optimization for crash safety design of vehicles using stepwise regression model

Xingtao Liao et al.

STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION (2008)

Article Engineering, Industrial

Multi-objective optimization using genetic algorithms: A tutorial

Abdullah Konak et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2006)

Article Computer Science, Artificial Intelligence

The balance between proximity and diversity in multiobjective evolutionary algorithms

PAN Bosman et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2003)