General Multiobjective Optimization Methods

This cluster explores a wide range of techniques and methodologies focused on multiobjective optimization across various disciplines. It includes fundamental theories, algorithms, and applications that aim to achieve optimal solutions while considering multiple conflicting objectives.

multiobjective optimization
engineering design
algorithmic approaches
optimization techniques
conflicting objectives

53,789 papers

Parent topic: Evolutionary Multiobjective Optimization

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Papers Over Time

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Top Papers

Hierarchical Grouping To Optimize An Objective Function

1963 · 12,430 citations

Generating Optimal Topologies In Structural Design Using A Homogenization Method

1988 · 5,400 citations

Salp Swarm Algorithm: A Bio-Inspired Optimizer For Engineering Design Problems

2017 · 3,847 citations

Simultaneous Optimization Of Several Response Variables

1980 · 3,769 citations

Teaching–learning-based Optimization: A Novel Method For Constrained Mechanical Design Optimization Problems

2011 · 3,712 citations

Optimization By The Analytic Hierarchy Process

1979 · 3,480 citations

Survey Of Multi-Objective Optimization Methods For Engineering

2004 · 3,423 citations

Performance Assessment Of Multiobjective Optimizers: An Analysis And Review

2003 · 3,314 citations

Partitioning Procedures For Solving Mixed-Variables Programming Problems

1962 · 2,820 citations

Structural Optimization Using Sensitivity Analysis And A Level-Set Method

2004 · 2,073 citations

Topology Optimization Approaches

2013 · 2,068 citations

Normal-Boundary Intersection: A New Method For Generating The Pareto Surface In Nonlinear Multicriteria Optimization Problems

1998 · 1,990 citations

Determining Objective Weights In Multiple Criteria Problems: The Critic Method

1995 · 1,927 citations

Surrogate-based Analysis And Optimization

2005 · 1,816 citations

Global Sensitivity Analysis Using Polynomial Chaos Expansions

2008 · 1,812 citations

Computation Of Phase Equilibria By Linear Programming: A Tool For Geodynamic Modeling And Its Application To Subduction Zone Decarbonation

2005 · 1,757 citations

Recent Advances In Surrogate-Based Optimization

2009 · 1,753 citations

Cuckoo Search Algorithm: A Metaheuristic Approach To Solve Structural Optimization Problems

2011 · 1,737 citations

A Novel Metaheuristic Method For Solving Constrained Engineering Optimization Problems: Crow Search Algorithm

2016 · 1,736 citations

Engineering Design Via Surrogate Modelling

2008 · 1,647 citations