4.6 Review

An overview on evolutionary algorithms for many-objective optimization problems

Related references

Note: Only part of the references are listed.
Article Computer Science, Artificial Intelligence

An improved MOEA/D algorithm for bi-objective optimization problems with complex Pareto fronts and its application to structural optimization

V. Ho-Huu et al.

EXPERT SYSTEMS WITH APPLICATIONS (2018)

Article Computer Science, Artificial Intelligence

A Scalability Study of Many-Objective Optimization Algorithms

Justin Maltese et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2018)

Article Computer Science, Artificial Intelligence

3D-RadVis Antenna: Visualization and performance measure for many-objective optimization

Amin Ibrahim et al.

SWARM AND EVOLUTIONARY COMPUTATION (2018)

Editorial Material Computer Science, Artificial Intelligence

How to Read Many-Objective Solution Sets in Parallel Coordinates

Miqing Li et al.

IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE (2017)

Article Computer Science, Artificial Intelligence

Performance of Decomposition-Based Many-Objective Algorithms Strongly Depends on Pareto Front Shapes

Hisao Ishibuchi et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2017)

Article Computer Science, Artificial Intelligence

An improved NSGA-III algorithm for feature selection used in intrusion detection

Yingying Zhu et al.

KNOWLEDGE-BASED SYSTEMS (2017)

Article Computer Science, Artificial Intelligence

A new visualization method in many-objective optimization with chord diagram and angular mapping

Roozbeh Haghnazar Koochaksaraei et al.

KNOWLEDGE-BASED SYSTEMS (2017)

Article Automation & Control Systems

Diversity Assessment in Many-Objective Optimization

Handing Wang et al.

IEEE TRANSACTIONS ON CYBERNETICS (2017)

Article Computer Science, Artificial Intelligence

On the effect of normalization in MOEA/D for multi-objective and many-objective optimization

Hisao Ishibuchi et al.

COMPLEX & INTELLIGENT SYSTEMS (2017)

Article Computer Science, Artificial Intelligence

An improved MOEA/D algorithm for multi-objective multicast routing with network coding

Huanlai Xing et al.

APPLIED SOFT COMPUTING (2017)

Article Computer Science, Artificial Intelligence

A modified MOEA/D approach to the solution of multi-objective optimal power flow problem

Jingrui Zhang et al.

APPLIED SOFT COMPUTING (2016)

Article Computer Science, Artificial Intelligence

Visualization and Performance Metric in Many-Objective Optimization

Zhenan He et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2016)

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 Automation & Control Systems

Adaptive Replacement Strategies for MOEA/D

Zhenkun Wang et al.

IEEE TRANSACTIONS ON CYBERNETICS (2016)

Article Computer Science, Theory & Methods

Many-Objective Evolutionary Algorithms: A Survey

Bingdong Li et al.

ACM COMPUTING SURVEYS (2015)

Article Computer Science, Software Engineering

Many-Objective Software Remodularization Using NSGA-III

Wiem Mkaouer et al.

ACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY (2015)

Article Thermodynamics

An extended NSGA-III for solution multi-objective hydro-thermal-wind scheduling considering wind power cost

Xiaohui Yuan et al.

ENERGY CONVERSION AND MANAGEMENT (2015)

Article Computer Science, Artificial Intelligence

Behavior of Multiobjective Evolutionary Algorithms on Many-Objective Knapsack Problems

Hisao Ishibuchi et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2015)

Review Computer Science, Artificial Intelligence

Visualization of Pareto Front Approximations in Evolutionary Multiobjective Optimization: A Critical Review and the Prosection Method

Tea Tusar et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2015)

Article Computer Science, Artificial Intelligence

A Multiobjective Evolutionary Algorithm Using Gaussian Process-Based Inverse Modeling

Ran Cheng et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2015)

Article Computer Science, Information Systems

Aggregation Trees for visualization and dimension reduction in many-objective optimization

Alan R. R. de Freitas et al.

INFORMATION SCIENCES (2015)

Article Computer Science, Artificial Intelligence

MOEA/D with Adaptive Weight Adjustment

Yutao Qi 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

Decomposition of a Multiobjective Optimization Problem into a Number of Simple Multiobjective Subproblems

Hai-Lin Liu et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2014)

Article Automation & Control Systems

Consistencies and Contradictions of Performance Metrics in Multiobjective Optimization

Siwei Jiang et al.

IEEE TRANSACTIONS ON CYBERNETICS (2014)

Article Computer Science, Artificial Intelligence

On the Influence of the Number of Objectives on the Hardness of a Multiobjective Optimization Problem

Oliver Schuetze et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2011)

Article Computer Science, Artificial Intelligence

On the hardness of offline multi-objective optimization

Olivier Teytaud

EVOLUTIONARY COMPUTATION (2007)

Article Computer Science, Artificial Intelligence

MOEA/D: A multiobjective evolutionary algorithm based on decomposition

Qingfu Zhang et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2007)

Review Computer Science, Artificial Intelligence

A review of multiobjective test problems and a scalable test problem toolkit

Simon Huband et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2006)

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)