A modified distance method for multicriteria optimization, using genetic algorithms
Computers and Industrial Engineering
Evolutionary Algorithms for Solving Multi-Objective Problems
Evolutionary Algorithms for Solving Multi-Objective Problems
Journal of Global Optimization
Genetic Algorithms for Multiobjective Optimization: FormulationDiscussion and Generalization
Proceedings of the 5th International Conference on Genetic Algorithms
Parallel Coordinates: Visual Multidimensional Geometry and Its Applications
Parallel Coordinates: Visual Multidimensional Geometry and Its Applications
ISDA '05 Proceedings of the 5th International Conference on Intelligent Systems Design and Applications
Environmental Modelling & Software
Evolutionary Computation
Information Sciences: an International Journal
Genetic algorithms optimization for normalized normal constraint method under Pareto construction
Advances in Engineering Software
Visualizing the Pareto Frontier
Multiobjective Optimization
Applied Pareto multi-objective optimization by stochastic solvers
Engineering Applications of Artificial Intelligence
Particle swarm optimization with preference order ranking for multi-objective optimization
Information Sciences: an International Journal
A preference-based evolutionary algorithm for multi-objective optimization
Evolutionary Computation
SIAM Journal on Optimization
Multicriteria decision making (MCDM): a framework for research and applications
IEEE Computational Intelligence Magazine
Well-distributed Pareto front by using the ∉-MOGA evolutionary algorithm
IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks
Information Sciences: an International Journal
Modelling preferences in multi-objective engineering design
Engineering Applications of Artificial Intelligence
Information Sciences: an International Journal
Information Sciences: an International Journal
Achieving balance between proximity and diversity in multi-objective evolutionary algorithm
Information Sciences: an International Journal
EvoApplicatons'10 Proceedings of the 2010 international conference on Applications of Evolutionary Computation - Volume Part I
Multiobjective evolutionary algorithms for multivariable PI controller design
Expert Systems with Applications: An International Journal
A fast and elitist multiobjective genetic algorithm: NSGA-II
IEEE Transactions on Evolutionary Computation
Performance assessment of multiobjective optimizers: an analysis and review
IEEE Transactions on Evolutionary Computation
A review of multiobjective test problems and a scalable test problem toolkit
IEEE Transactions on Evolutionary Computation
Differential Evolution: A Survey of the State-of-the-Art
IEEE Transactions on Evolutionary Computation
Information Sciences: an International Journal
Review: A state-of the-art survey of TOPSIS applications
Expert Systems with Applications: An International Journal
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In this work, we address the evaluation of design concepts and the analysis of multiple Pareto fronts in multi-criteria decision-making using level diagrams. Such analysis is relevant when two (or more) design concepts with different design alternatives lie in the same objective space, but describe different Pareto fronts. Therefore, the problem can be stated as a Pareto front comparison between two (or more) design concepts that only differ in their relative complexity, implementation issues, or the theory applied to solve the problem at hand. Such analysis will help the decision maker obtain a better insight of a conceptual solution and be able to decide if the use of a complex concept is justified instead of a simple concept. The approach is validated in a set of multi-criteria decision making benchmark problems.