Proceedings of the 10th annual conference on Genetic and evolutionary computation
Multiobjective immune algorithm with nondominated neighbor-based selection
Evolutionary Computation
Local models--an approach to distributed multi-objective optimization
Computational Optimization and Applications
EMO '09 Proceedings of the 5th International Conference on Evolutionary Multi-Criterion Optimization
EMO '09 Proceedings of the 5th International Conference on Evolutionary Multi-Criterion Optimization
A hybrid vertical mutation and self-adaptation based MOPSO
Computers & Mathematics with Applications
Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers
Multi-objective rule mining using a chaotic particle swarm optimization algorithm
Knowledge-Based Systems
Information Sciences: an International Journal
A dominance tree and its application in evolutionary multi-objective optimization
Information Sciences: an International Journal
Constraint handling in multiobjective evolutionary optimization
IEEE Transactions on Evolutionary Computation
A portfolio optimization model with three objectives and discrete variables
Computers and Operations Research
A fast multi-objective evolutionary algorithm based on a tree structure
Applied Soft Computing
An integrated method of multi-objective optimization for complex mechanical structure
Advances in Engineering Software
Advances in Engineering Software
Multi-objective optimization with controlled model assisted evolution strategies
Evolutionary Computation
Optimising mobile base station placement using an enhanced Multi-Objective Genetic Algorithm
International Journal of Business Intelligence and Data Mining
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
A multi-objective approach to redundancy allocation problem in parallel-series systems
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
A dominance-based stability measure for multi-objective evolutionary algorithms
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Interval robust multi-objective evolutionary algorithm
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
A Novel Hybrid Particle Swarm Optimization for Multi-Objective Problems
AICI '09 Proceedings of the International Conference on Artificial Intelligence and Computational Intelligence
Application notes: MEBRA: multiobjective evolutionary-based risk assessment
IEEE Computational Intelligence Magazine
Closed-loop evolutionary multiobjective optimization
IEEE Computational Intelligence Magazine
A constraint-based model for multi-objective repair planning
ETFA'09 Proceedings of the 14th IEEE international conference on Emerging technologies & factory automation
EMO'07 Proceedings of the 4th international conference on Evolutionary multi-criterion optimization
Overview of artificial immune systems for multi-objective optimization
EMO'07 Proceedings of the 4th international conference on Evolutionary multi-criterion optimization
Evo'08 Proceedings of the 2008 conference on Applications of evolutionary computing
Simulated evolution under multiple criteria conditions revisited
WCCI'08 Proceedings of the 2008 IEEE world conference on Computational intelligence: research frontiers
A novel method for finding global best guide for multiobjective particle swarm optimization
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
A favorable weight-based evolutionary algorithm for multiple criteria problems
IEEE Transactions on Evolutionary Computation
Hybrid approaches and dimensionality reduction for portfolio selection with cardinality constraints
IEEE Computational Intelligence Magazine
An adaptive multiobjective approach to evolving ART architectures
IEEE Transactions on Neural Networks
A multiobjective approach to MR brain image segmentation
Applied Soft Computing
ICAISC'10 Proceedings of the 10th international conference on Artifical intelligence and soft computing: Part II
Solving multiobjective optimization problem by constraint optimization
PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part I
ISICA'10 Proceedings of the 5th international conference on Advances in computation and intelligence
A fast steady-state ε-dominance multi-objective evolutionary algorithm
Computational Optimization and Applications
Mean-VaR Portfolio Selection Under Real Constraints
Computational Economics
Learning in the feed-forward random neural network: A critical review
Performance Evaluation
ECCE'10/ECCIE'10/ECME'10/ECC'10 Proceedings of the European conference of chemical engineering, and European conference of civil engineering, and European conference of mechanical engineering, and European conference on Control
Artificial immune multi-objective SAR image segmentation with fused complementary features
Information Sciences: an International Journal
Multi-objective genetic algorithm evaluation in feature selection
EMO'11 Proceedings of the 6th international conference on Evolutionary multi-criterion optimization
A multi-objective evolutionary algorithm to obtain test cases with variable lengths
Proceedings of the 13th annual conference on Genetic and evolutionary computation
A multi-objective endocrine PSO algorithm and application
Applied Soft Computing
Maxima-finding algorithms for multidimensional samples: A two-phase approach
Computational Geometry: Theory and Applications
Expert Systems with Applications: An International Journal
Pareto set and EMOA behavior for simple multimodal multiobjective functions
PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature
SEAL'06 Proceedings of the 6th international conference on Simulated Evolution And Learning
SEAL'06 Proceedings of the 6th international conference on Simulated Evolution And Learning
Novel multi-objective genetic algorithm based on static bayesian game strategy
ICSI'10 Proceedings of the First international conference on Advances in Swarm Intelligence - Volume Part I
A multi-objective genetic algorithm approach to rule mining for affective product design
Expert Systems with Applications: An International Journal
Alleviate the hypervolume degeneration problem of NSGA-II
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II
Asymmetric pareto-adaptive scheme for multiobjective optimization
AI'11 Proceedings of the 24th international conference on Advances in Artificial Intelligence
Developing an analytical model for planning systems verification, validation and testing processes
Advanced Engineering Informatics
Structural and Multidisciplinary Optimization
Vulnerability based robust protection strategy selection in service networks
Computers and Industrial Engineering
Multi-objective immune algorithm with Baldwinian learning
Applied Soft Computing
A multiagent evolutionary framework based on trust for multiobjective optimization
Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems - Volume 1
Computers & Mathematics with Applications
Computers and Industrial Engineering
Pareto Artificial Life Algorithm for Multi-Objective Optimization
Journal of Information Technology Research
Encouraging reactivity to create robust machines
Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems
General framework for localised multi-objective evolutionary algorithms
Information Sciences: an International Journal
Multi-Objective Optimization Based on Brain Storm Optimization Algorithm
International Journal of Swarm Intelligence Research
A Modified micro Genetic Algorithm for undertaking Multi-Objective Optimization Problems
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - Recent Advances in Soft Computing: Theories and Applications
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This article provides a general overview of the field now known as "evolutionary multi-objective optimization," which refers to the use of evolutionary algorithms to solve problems with two or more (often conflicting) objective functions. Using as a framework the history of this discipline, we discuss some of the most representative algorithms that have been developed so far, as well as some of their applications. Also, we discuss some of the methodological issues related to the use of multi-objective evolutionary algorithms, as well as some of the current and future research trends in the area.