Genetic algorithms with sharing for multimodal function optimization
Proceedings of the Second International Conference on Genetic Algorithms on Genetic algorithms and their application
Evolutionary algorithms in theory and practice: evolution strategies, evolutionary programming, genetic algorithms
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Multiple Objective Optimization with Vector Evaluated Genetic Algorithms
Proceedings of the 1st International Conference on Genetic Algorithms
Compaction of Symbolic Layout Using Genetic Algorithms
Proceedings of the 1st International Conference on Genetic Algorithms
An Investigation of Niche and Species Formation in Genetic Function Optimization
Proceedings of the 3rd International Conference on Genetic Algorithms
Genetic Algorithms for Multiobjective Optimization: FormulationDiscussion and Generalization
Proceedings of the 5th International Conference on Genetic Algorithms
Niching and Elitist Models for MOGAs
PPSN V Proceedings of the 5th International Conference on Parallel Problem Solving from Nature
Selective Breeding in a Multiobjective Genetic Algorithm
PPSN V Proceedings of the 5th International Conference on Parallel Problem Solving from Nature
A Spatial Predator-Prey Approach to Multi-objective Optimization: A Preliminary Study
PPSN V Proceedings of the 5th International Conference on Parallel Problem Solving from Nature
A Variant of Evolution Strategies for Vector Optimization
PPSN I Proceedings of the 1st Workshop on Parallel Problem Solving from Nature
On the Performance Assessment and Comparison of Stochastic Multiobjective Optimizers
PPSN IV Proceedings of the 4th International Conference on Parallel Problem Solving from Nature
An overview of evolutionary algorithms in multiobjective optimization
Evolutionary Computation
Multi-objective genetic algorithms: Problem difficulties and construction of test problems
Evolutionary Computation
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Multidimensional Exploration of Software Implementationsfor DSP Algorithms
Journal of VLSI Signal Processing Systems - Special issue on recent advances in the design and implementation of signal processing systems
Particle swarm optimization method in multiobjective problems
Proceedings of the 2002 ACM symposium on Applied computing
Genetic Programming and Evolvable Machines
Recent approaches to global optimization problems through Particle Swarm Optimization
Natural Computing: an international journal
Evolutionary Algorithms for Multi-Objective Optimization: Performance Assessments and Comparisons
Artificial Intelligence Review
A Fast Elitist Non-dominated Sorting Genetic Algorithm for Multi-objective Optimisation: NSGA-II
PPSN VI Proceedings of the 6th International Conference on Parallel Problem Solving from Nature
Evolutionary Learning of Boolean Queries by Multiobjective Genetic Programming
PPSN VII Proceedings of the 7th International Conference on Parallel Problem Solving from Nature
Multi-objective Co-operative Co-evolutionary Genetic Algorithm
PPSN VII Proceedings of the 7th International Conference on Parallel Problem Solving from Nature
A Cluster-Based Evolutionary Algorithm for Multi-objective Optimization
Proceedings of the International Conference, 7th Fuzzy Days on Computational Intelligence, Theory and Applications
A Multiobjective Evolutionary Algorithm for Car Front End Design
Selected Papers from the 5th European Conference on Artificial Evolution
Controlled Elitist Non-dominated Sorting Genetic Algorithms for Better Convergence
EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization
A Short Tutorial on Evolutionary Multiobjective Optimization
EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization
Microchannel Optimization Using Multiobjective Evolution Strategies
EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization
A Statistical Comparison of Multiobjective Evolutionary Algorithms Including the MOMGA-II
EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization
Multiobjective Optimization in Linguistic Rule Extraction from Numerical Data
EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization
EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization
Multicriteria Evolutionary Algorithm with Tabu Search for Task Assignment
EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization
Adapting Weighted Aggregation for Multiobjective Evolution Strategies
EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization
Application of Multi Objective Evolutionary Algorithms to Analogue Filter Tuning
EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization
EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization
Constraint Method-Based Evolutionary Algorithm (CMEA) for Multiobjective Optimization
EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization
Multi-objective Optimisation of Cancer Chemotherapy Using Evolutionary Algorithms
EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization
A Micro-Genetic Algorithm for Multiobjective Optimization
EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization
EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization
A Framework for Design Space Exploration of Parameterized VLSI Systems
ASP-DAC '02 Proceedings of the 2002 Asia and South Pacific Design Automation Conference
Multiobjective evolutionary algorithms in pump scheduling optimisation
ICECT'03 Proceedings of the third international conference on Engineering computational technology
Intelligent Zoning Design Using Multi-Objective Evolutionary Algorithms
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2
Genetic diversity as an objective in multi-objective evolutionary algorithms
Evolutionary Computation
Evolving Greenfield Passive Optical Networks
BT Technology Journal
An adaptive sharing elitist evolution strategy for multiobjective optimization
Evolutionary Computation
An elitist genetic algorithm for multiobjective optimization
Metaheuristics
A simple but powerful multiobjective hybrid genetic algorithm
Design and application of hybrid intelligent systems
Multi-objective rule mining using genetic algorithms
Information Sciences: an International Journal - Special issue: Soft computing data mining
Solving Multiobjective Optimization Problems Using an Artificial Immune System
Genetic Programming and Evolvable Machines
Proceedings of the conference on Design, Automation and Test in Europe - Volume 2
Multi-objective pump scheduling optimisation using evolutionary strategies
Advances in Engineering Software - Special issue on evolutionary optimization of engineering problems
A genetic algorithm for the project assignment problem
Computers and Operations Research
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Workshop 6 - Volume 07
Evolving Dynamic Multi-Objective Optimization Problems with Objective Replacement
Artificial Intelligence Review
Performance space modeling for hierarchical synthesis of analog integrated circuits
Proceedings of the 42nd annual Design Automation Conference
Exploiting gradient information in numerical multi--objective evolutionary optimization
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Fitness inheritance for noisy evolutionary multi-objective optimization
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Hybrid multiobjective genetic algorithm with a new adaptive local search process
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Genetic algorithms for modelling and optimisation
Journal of Computational and Applied Mathematics - Special issue: Mathematics applied to immunology
Proceedings of the conference on Design, automation and test in Europe: Proceedings
Improving the learning of Boolean queries by means of a multiobjective IQBE evolutionary algorithm
Information Processing and Management: an International Journal
Dynamic fitness inheritance proportion for multi-objective particle swarm optimization
Proceedings of the 8th annual conference on Genetic and evolutionary computation
An efficient approach to unbounded bi-objective archives -: introducing the mak_tree algorithm
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Combining gradient techniques for numerical multi-objective evolutionary optimization
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Proceedings of the 8th annual conference on Genetic and evolutionary computation
A new proposal for multi-objective optimization using differential evolution and rough sets theory
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Rotated test problems for assessing the performance of multi-objective optimization algorithms
Proceedings of the 8th annual conference on Genetic and evolutionary computation
An efficient multi-objective evolutionary algorithm with steady-state replacement model
Proceedings of the 8th annual conference on Genetic and evolutionary computation
A new multi-objective evolutionary algorithm for solving high complex multi-objective problems
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Multi-objective test problems, linkages, and evolutionary methodologies
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Generation of yield-aware Pareto surfaces for hierarchical circuit design space exploration
Proceedings of the 43rd annual Design Automation Conference
QoS analysis for component-based embedded software: Model and methodology
Journal of Systems and Software
A genetic algorithm for a bi-objective capacitated arc routing problem
Computers and Operations Research
Effects of diversity control in single-objective and multi-objective genetic algorithms
Journal of Heuristics
Implementation of Simple Multiobjective Memetic Algorithms and Its Application to Knapsack Problems
International Journal of Hybrid Intelligent Systems
Metadata and its impact on libraries: Book Reviews
Journal of the American Society for Information Science and Technology
SSPMO: A Scatter Tabu Search Procedure for Non-Linear Multiobjective Optimization
INFORMS Journal on Computing
Adaptive genetic algorithms applied to dynamic multiobjective problems
Applied Soft Computing
Covariance Matrix Adaptation for Multi-objective Optimization
Evolutionary Computation
A hybrid method for solving multi-objective global optimization problems
Journal of Global Optimization
Epsilon-constraint with an efficient cultured differential evolution
Proceedings of the 9th annual conference companion on Genetic and evolutionary computation
Adaptive variance scaling in continuous multi-objective estimation-of-distribution algorithms
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Two-level of nondominated solutions approach to multiobjective particle swarm optimization
Proceedings of the 9th annual conference on Genetic and evolutionary computation
An informed convergence accelerator for evolutionary multiobjective optimiser
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Alternative techniques to solve hard multi-objective optimization problems
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Guided hyperplane evolutionary algorithm
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Automated red teaming: a proposed framework for military application
Proceedings of the 9th annual conference on Genetic and evolutionary computation
EURASIP Journal on Applied Signal Processing
Genetic algorithm based multi-agent system applied to test generation
Computers & Education
Cluster based solution exploration strategy for multiobjective particle swarm optimization
AIAP'07 Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications
Integrated multiobjective optimization and a priori preferences using genetic algorithms
Information Sciences: an International Journal
Obtaining transparent models of chaotic systems with multi-objective simulated annealing algorithms
Information Sciences: an International Journal
Evolutionary Computation
Robustness in multi-objective optimization using evolutionary algorithms
Computational Optimization and Applications
Nondominated archiving genetic algorithm for multi-objective optimization of time-cost trade-off
EC'07 Proceedings of the 8th Conference on 8th WSEAS International Conference on Evolutionary Computing - Volume 8
Use of data envelopment analysis and clustering in multiple criteria optimization
Intelligent Data Analysis
Non-dominated Rank based Sorting Genetic Algorithms
Fundamenta Informaticae
An effective hybrid DE-based algorithm for multi-objective flow shop scheduling with limited buffers
Computers and Operations Research
Proceedings of the 4th international IFIP/ACM Latin American conference on Networking
Accelerating convergence using rough sets theory for multi-objective optimization problems
Proceedings of the 10th annual conference companion on Genetic and evolutionary computation
Evolutionary design search, exploration and optimisation
Proceedings of the 10th annual conference companion on Genetic and evolutionary computation
Reference point based multi-objective evolutionary algorithms for group decisions
Proceedings of the 10th annual conference on Genetic and evolutionary computation
A new memetic strategy for the numerical treatment of multi-objective optimization problems
Proceedings of the 10th annual conference on Genetic and evolutionary computation
A pareto following variation operator for fast-converging multiobjective evolutionary algorithms
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Integrating user preferences with particle swarms for multi-objective optimization
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Parallel hyperheuristic: a self-adaptive island-based model for multi-objective optimization
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Using traceless genetic programming for solving multi-objective optimization problems
Journal of Experimental & Theoretical Artificial Intelligence
GENETIC ALGORITHMS FOR DECISIONAL DNA: SOLVING SETS OF EXPERIENCE KNOWLEDGE STRUCTURE
Cybernetics and Systems
Multiobjective immune algorithm with nondominated neighbor-based selection
Evolutionary Computation
A hybrid GA & back propagation approach for gene selection and classification of microarray data
AIKED'08 Proceedings of the 7th WSEAS International Conference on Artificial intelligence, knowledge engineering and data bases
AIKED'08 Proceedings of the 7th WSEAS International Conference on Artificial intelligence, knowledge engineering and data bases
A New Model Based Multi-objective PSO Algorithm
Computational Intelligence and Security
MOBAIS: A Bayesian Artificial Immune System for Multi-Objective Optimization
ICARIS '08 Proceedings of the 7th international conference on Artificial Immune Systems
A Study of Convergence Speed in Multi-objective Metaheuristics
Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X
Team Algorithms Based on Ant Colony Optimization --- A New Multi-Objective Optimization Approach
Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X
Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X
Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X
An efficient non-dominated sorting method for evolutionary algorithms
Evolutionary Computation
A Comparison of three evolutionary strategies for multiobjective genetic programming
Artificial Intelligence Review
MOGAMOD: Multi-objective genetic algorithm for motif discovery
Expert Systems with Applications: An International Journal
WSEAS Transactions on Information Science and Applications
Information Sciences: an International Journal
Introduction to Evolutionary Multiobjective Optimization
Multiobjective Optimization
Optimization of cDNA Microarray Experimental Designs Using an Evolutionary Algorithm
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Local models--an approach to distributed multi-objective optimization
Computational Optimization and Applications
International Journal of Knowledge-based and Intelligent Engineering Systems
Engineering Applications of Artificial Intelligence
Improving NSGA-II Algorithm Based on Minimum Spanning Tree
SEAL '08 Proceedings of the 7th International Conference on Simulated Evolution and Learning
Reference Point-Based Particle Swarm Optimization Using a Steady-State Approach
SEAL '08 Proceedings of the 7th International Conference on Simulated Evolution and Learning
Choosing Leaders for Multi-objective PSO Algorithms Using Differential Evolution
SEAL '08 Proceedings of the 7th International Conference on Simulated Evolution and Learning
ISICA '08 Proceedings of the 3rd International Symposium on Advances in Computation and Intelligence
Multi-objective optimization of TSK fuzzy models
Expert Systems with Applications: An International Journal
Optimization Methods & Software - THE JOINT EUROPT-OMS CONFERENCE ON OPTIMIZATION, 4-7 JULY, 2007, PRAGUE, CZECH REPUBLIC, PART II
Theory of the hypervolume indicator: optimal μ-distributions and the choice of the reference point
Proceedings of the tenth ACM SIGEVO workshop on Foundations of genetic algorithms
Design of a motorcycle frame using neuroacceleration strategies in MOEAs
Journal of Heuristics
A Hierarchical Approach in Distributed Evolutionary Algorithms for Multiobjective Optimization
Large-Scale Scientific Computing
Recombination for Learning Strategy Parameters in the MO-CMA-ES
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
On the Effect of the Steady-State Selection Scheme in Multi-Objective Genetic Algorithms
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
Spread Assessment for Evolutionary Multi-Objective Optimization
EMO '09 Proceedings of the 5th International Conference on Evolutionary Multi-Criterion Optimization
Multi-Objective Particle Swarm Optimizers: An Experimental Comparison
EMO '09 Proceedings of the 5th International Conference on Evolutionary Multi-Criterion Optimization
Adapting to the Habitat: On the Integration of Local Search into the Predator-Prey Model
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
Investigating technical trading strategy via an multi-objective evolutionary platform
Expert Systems with Applications: An International Journal
A tool for multiobjective evolutionary algorithms
Advances in Engineering Software
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
Advanced Engineering Informatics
Multi-Objective Multicast Routing based on Ant Colony Optimization
Proceedings of the 2005 conference on Artificial Intelligence Research and Development
Articulating user preferences in many-objective problems by sampling the weighted hypervolume
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Investigating and exploiting the bias of the weighted hypervolume to articulate user preferences
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Comparison of similarity measures for the multi-objective vehicle routing problem with time windows
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
On the hybridization of SMS-EMOA and local search for continuous multiobjective optimization
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Using a distance metric to guide PSO algorithms for many-objective optimization
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Improving NSGA-II with an adaptive mutation operator
Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers
Multi Objective Optimization Algorithm Based on Neural Networks Inversion
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
Multi-Objective Particle Swarm Optimization Design of PID Controllers
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part II: Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Living
WBMOAIS: A novel artificial immune system for multiobjective optimization
Computers and Operations Research
Quality assessment of multiobjective optimisation algorithms in component deployment
Proceedings of the doctoral symposium for ESEC/FSE on Doctoral symposium
A dominance tree and its application in evolutionary multi-objective optimization
Information Sciences: an International Journal
Crops selection for optimal soil planning using multiobjective evolutionary algorithms
IAAI'08 Proceedings of the 20th national conference on Innovative applications of artificial intelligence - Volume 3
Advanced Engineering Informatics
Localization for solving noisy multi-objective optimization problems
Evolutionary Computation
A preference-based evolutionary algorithm for multi-objective optimization
Evolutionary Computation
Scheduling data-intensive workflows on storage constrained resources
Proceedings of the 4th Workshop on Workflows in Support of Large-Scale Science
Expert Systems with Applications: An International Journal
A competitive-cooperative coevolutionary paradigm for dynamic multiobjective optimization
IEEE Transactions on Evolutionary Computation - Special issue on computational finance and economics
IEEE Transactions on Evolutionary Computation - Special issue on computational finance and economics
Multiobjective optimization problems with complicated Pareto sets, MOEA/D and NSGA-II
IEEE Transactions on Evolutionary Computation
Convergence acceleration operator for multiobjective optimization
IEEE Transactions on Evolutionary Computation
Dynamic multiple swarms in multiobjective particle swarm optimization
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Multiobjective evolutionary decision support for design-supplier-manufacturing planning
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
ASM '07 The 16th IASTED International Conference on Applied Simulation and Modelling
A fast multi-objective evolutionary algorithm based on a tree structure
Applied Soft Computing
Automated extraction of extended structured motifs using multi-objective genetic algorithm
Expert Systems with Applications: An International Journal
Evolutionary multiobjective optimization in noisy problem environments
Journal of Heuristics
Statistical methods for convergence detection of multi-objective evolutionary algorithms
Evolutionary Computation
Optimising mobile base station placement using an enhanced Multi-Objective Genetic Algorithm
International Journal of Business Intelligence and Data Mining
The Pareto-following variation operator as an alternative approximation model
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Enhancing MOEA/D with guided mutation and priority update for multi-objective optimization
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Orbit transfer manoeuvres as a test benchmark for comparison metrics of 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
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
Constructing test problems for bilevel evolutionary multi-objective optimization
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Hybridizing PSO and DE for improved vector evaluated multi-objective optimization
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
Memetic algorithm for dynamic bi-objective optimization problems
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Multiobjective optimization: redundant and informative objectives
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Multi-objective evolutionary programming without non-domination sorting is up to twenty times faster
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
A quality metric for multi-objective optimization based on hierarchical clustering techniques
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Multiobjective Constriction Particle Swarm Optimization and Its Performance Evaluation
ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
A Distance Metric for Evolutionary Many-Objective Optimization Algorithms Using User-Preferences
AI '09 Proceedings of the 22nd Australasian Joint Conference on Advances in Artificial Intelligence
A Grid Based Cooperative Co-evolutionary Multi-Objective Algorithm
AICI '09 Proceedings of the International Conference on Artificial Intelligence and Computational Intelligence
Improving the learning of Boolean queries by means of a multiobjective IQBE evolutionary algorithm
Information Processing and Management: an International Journal
Genetic algorithms for modelling and optimisation
Journal of Computational and Applied Mathematics - Special issue: Mathematics applied to immunology
IEEE Transactions on Evolutionary Computation
Evolutionary multi-objective optimization in robot soccer system for education
IEEE Computational Intelligence Magazine
Evolutionary multi-objective optimization on grid environments
PDCN '08 Proceedings of the IASTED International Conference on Parallel and Distributed Computing and Networks
An evaluative non-dominate sorting genetic algorithm for numerical multi-objective optimization
MS '08 Proceedings of the 19th IASTED International Conference on Modelling and Simulation
Barebones particle swarm for multi-objective optimisation problems
International Journal of Innovative Computing and Applications
Bi-Objective Ant Colony Optimization approach to optimize production and maintenance scheduling
Computers and Operations Research
Information Sciences: an International Journal
A specialized island model and its application in multiobjective optimization
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII
An improved multiobjective evolutionary algorithm based on dominating tree
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
IFSA'03 Proceedings of the 10th international fuzzy systems association World Congress conference on Fuzzy sets and systems
Is fitness inheritance useful for real-world applications?
EMO'03 Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization
An adaptive divide-and-conquer methodology for evolutionary multi-criterion optimisation
EMO'03 Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization
Instance generators and test suites for the multiobjective quadratic assignment problem
EMO'03 Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization
Performance scaling of multi-objective evolutionary algorithms
EMO'03 Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization
An empirical study on the effect of mating restriction on the search ability of EMO algorithms
EMO'03 Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization
Multiobjective capacitated arc routing problem
EMO'03 Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization
EMO'03 Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization
Optimal design of water distribution system by multiobjective evolutionary methods
EMO'03 Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization
A non-dominated sorting particle swarm optimizer for multiobjective optimization
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
HEMO: a sustainable multi-objective evolutionary optimization framework
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
A similarity-based mating scheme for evolutionary multiobjective optimization
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
Generalization of dominance relation-based replacement rules for memetic EMO algorithms
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
Dinucleotide step parameterization of pre-miRNAs using multi-objective evolutionary algorithms
EvoBIO'07 Proceedings of the 5th European conference on Evolutionary computation, machine learning and data mining in bioinformatics
Design issues in a multiobjective cellular genetic algorithm
EMO'07 Proceedings of the 4th international conference on Evolutionary multi-criterion optimization
EMO'07 Proceedings of the 4th international conference on Evolutionary multi-criterion optimization
Steady-state selection and efficient covariance matrix update in the multi-objective CMA-ES
EMO'07 Proceedings of the 4th international conference on Evolutionary multi-criterion optimization
EMOPSO: a multi-objective particle swarm optimizer with emphasis on efficiency
EMO'07 Proceedings of the 4th international conference on Evolutionary multi-criterion optimization
EMO'07 Proceedings of the 4th international conference on Evolutionary multi-criterion optimization
EMO'07 Proceedings of the 4th international conference on Evolutionary multi-criterion optimization
EMO'07 Proceedings of the 4th international conference on Evolutionary multi-criterion optimization
EMO'07 Proceedings of the 4th international conference on Evolutionary multi-criterion optimization
EMO'07 Proceedings of the 4th international conference on Evolutionary multi-criterion optimization
EMO'07 Proceedings of the 4th international conference on Evolutionary multi-criterion optimization
Engineering Applications of Artificial Intelligence
Motif discovery using multi-objective genetic algorithm in biosequences
IDA'07 Proceedings of the 7th international conference on Intelligent data analysis
Computational Optimization and Applications
Searching for knee regions in multi-objective optimization using mobile reference points
Proceedings of the 2010 ACM Symposium on Applied Computing
ISICA'07 Proceedings of the 2nd international conference on Advances in computation and intelligence
Cooperative versus competitive coevolution for Pareto multiobjective optimization
LSMS'07 Proceedings of the Life system modeling and simulation 2007 international conference on Bio-Inspired computational intelligence and applications
Multi-objective evolutionary algorithms using the working point and the TOPSIS method
EUROCAST'07 Proceedings of the 11th international conference on Computer aided systems theory
Exploiting molecular dynamics for multi-objective optimization
Expert Systems with Applications: An International Journal
An improved multi-objective particle swarm optimizer for multi-objective problems
Expert Systems with Applications: An International Journal
An investigation on noise-induced features in robust evolutionary multi-objective optimization
Expert Systems with Applications: An International Journal
Deterministic test pattern generator design
Evo'08 Proceedings of the 2008 conference on Applications of evolutionary computing
Handling uncertainties in evolutionary multi-objective optimization
WCCI'08 Proceedings of the 2008 IEEE world conference on Computational intelligence: research frontiers
ICES'07 Proceedings of the 7th international conference on Evolvable systems: from biology to hardware
Privacy-preserving data mining: A feature set partitioning approach
Information Sciences: an International Journal
Evolutionary Rough Parallel Multi-Objective Optimization Algorithm
Fundamenta Informaticae
Environmentally constrained economic dispatch using Pareto archive particle swarm optimisation
International Journal of Systems Science
Engineering Applications of Artificial Intelligence
Proceedings of the 2nd workshop on Bio-inspired algorithms for distributed systems
HCS: a new local search strategy for memetic multiobjective evolutionary algorithms
IEEE Transactions on Evolutionary Computation
Information Sciences: an International Journal
Generalizing surrogate-assisted evolutionary computation
IEEE Transactions on Evolutionary Computation
Proceedings of the 12th annual conference on Genetic and evolutionary computation
A grid-based fitness strategy for evolutionary many-objective optimization
Proceedings of the 12th annual conference on Genetic and evolutionary computation
A mono surrogate for multiobjective optimization
Proceedings of the 12th annual conference on Genetic and evolutionary computation
An archived-based stochastic ranking evolutionary algorithm (asrea) for multi-objective optimization
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Improved step size adaptation for the MO-CMA-ES
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Some comments on GD and IGD and relations to the Hausdorff distance
Proceedings of the 12th annual conference companion on Genetic and evolutionary computation
A novel diversification strategy for multi-objective evolutionary algorithms
Proceedings of the 12th annual conference companion on Genetic and evolutionary computation
Information Sciences: an International Journal
An ant colony optimization algorithm for the bi-objective shortest path problem
Applied Soft Computing
Multiobjective particle swarm optimization with nondominated local and global sets
Natural Computing: an international journal
An improved multi-objective evolutionary algorithm for the vehicle routing problem with time windows
Computers and Operations Research
Decision-theoretic design space exploration of multiprocessor platforms
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Differential evolution for multi-objective optimization with self adaptation
INES'10 Proceedings of the 14th international conference on Intelligent engineering systems
Multiobjective optimization for manpower assignment in consulting engineering firms
Applied Soft Computing
Simultaneous concept-based evolutionary multi-objective optimization
Applied Soft Computing
On reducing computational overhead in multi-objective genetic Takagi-Sugeno fuzzy systems
Applied Soft Computing
Quality of Service constrained routing optimization using Evolutionary Computation
Applied Soft Computing
IEEE Transactions on Evolutionary Computation
A study of multiobjective metaheuristics when solving parameter scalable problems
IEEE Transactions on Evolutionary Computation
Computers and Operations Research
Coupling of immune algorithms and game theory in multiobjective optimization
ICAISC'10 Proceedings of the 10th international conference on Artifical intelligence and soft computing: Part II
Research advances in automated red teaming
SpringSim '10 Proceedings of the 2010 Spring Simulation Multiconference
A memetic algorithm with non gradient-based local search assisted by a meta-model
PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part I
Privacy-preserving multi-objective evolutionary algorithms
PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part II
Optimizing delivery time in multi-objective vehicle routing problems with time windows
PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part II
PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part II
PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part II
An artificial immune network for multi-objective optimization
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part II
Product portfolio identification with data mining based on multi-objective GA
Journal of Intelligent Manufacturing
IEEE Transactions on Evolutionary Computation - Special issue on preference-based multiobjective evolutionary algorithms
IEEE Transactions on Evolutionary Computation - Special issue on preference-based multiobjective evolutionary algorithms
The r-dominance: a new dominance relation for interactive evolutionary multicriteria decision making
IEEE Transactions on Evolutionary Computation - Special issue on preference-based multiobjective evolutionary algorithms
On the distribution of EMOA hypervolumes
LION'10 Proceedings of the 4th international conference on Learning and intelligent optimization
Diversity improvement by non-geometric binary crossover in evolutionary multiobjective optimization
IEEE Transactions on Evolutionary Computation
Expert Systems with Applications: An International Journal
GA-based solutions comparison for warehouse storage optimization
International Journal of Hybrid Intelligent Systems - Advances in Intelligent Agent Systems
MFGA: a GA for complex real-world optimisation problems
International Journal of Innovative Computing and Applications
ISICA'10 Proceedings of the 5th international conference on Advances in computation and intelligence
An improving multi-objective particle swarm optimization
WISM'10 Proceedings of the 2010 international conference on Web information systems and mining
A fast steady-state ε-dominance multi-objective evolutionary algorithm
Computational Optimization and Applications
A comparative study of the multi-objective optimization algorithms for coal-fired boilers
Expert Systems with Applications: An International Journal
Dominance-based pareto-surrogate for multi-objective optimization
SEAL'10 Proceedings of the 8th international conference on Simulated evolution and learning
A hybrid method for multi-objective shape optimization
SEAL'10 Proceedings of the 8th international conference on Simulated evolution and learning
Evolutionary multi-objective bacterial swarm optimization (MOBSO): a hybrid approach
SEAL'10 Proceedings of the 8th international conference on Simulated evolution and learning
VarMOPSO: multi-objective particle swarm optimization with variable population size
IBERAMIA'10 Proceedings of the 12th Ibero-American conference on Advances in artificial intelligence
Information Sciences: an International Journal
A preference ordered classification for a multi-objective max-min redundancy allocation problem
Computers and Operations Research
Improving the efficiency of -dominance based grids
Information Sciences: an International Journal
Computers and Industrial Engineering
Engineering Applications of Artificial Intelligence
Not all parents are equal for MO-CMA-ES
EMO'11 Proceedings of the 6th international conference on Evolutionary multi-criterion optimization
EMO'11 Proceedings of the 6th international conference on Evolutionary multi-criterion optimization
Preference-driven co-evolutionary algorithms show promise for many-objective optimisation
EMO'11 Proceedings of the 6th international conference on Evolutionary multi-criterion optimization
Framework for many-objective test problems with both simple and complicated pareto-set shapes
EMO'11 Proceedings of the 6th international conference on Evolutionary multi-criterion optimization
Multi-objective optimization with joint probabilistic modeling of objectives and variables
EMO'11 Proceedings of the 6th international conference on Evolutionary multi-criterion optimization
A cultural algorithm applied in a bi-objective uncapacitated facility location problem
EMO'11 Proceedings of the 6th international conference on Evolutionary multi-criterion optimization
Information Sciences: an International Journal
Application of multi-objective bee colony optimization algorithm to automated red teaming
Winter Simulation Conference
MO-TRIBES, an adaptive multiobjective particle swarm optimization algorithm
Computational Optimization and Applications
A multi-objective particle swarm optimizer based on decomposition
Proceedings of the 13th annual conference on Genetic and evolutionary computation
A hybrid evolutionary metaheuristics (HEMH) applied on 0/1 multiobjective knapsack problems
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Evolving policies for multi-reward partially observable markov decision processes (MR-POMDPs)
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Interactive MOEA/D for multi-objective decision making
Proceedings of the 13th annual conference on Genetic and evolutionary computation
A RankMOEA to approximate the pareto front of a dynamic principal-agent model
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Accumulative sampling for noisy evolutionary multi-objective optimization
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Integration of NSGA-II and MOEA/D in multimethod search approach: algorithms
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
LAMM-MMA: multiobjective memetic algorithm with local aggregate meta-model
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Swarm intelligence guided by multi-objective mathematical programming techniques
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Finding motifs in DNA sequences applying a multiobjective artificial bee colony (MOABC) algorithm
EvoBIO'11 Proceedings of the 9th European conference on Evolutionary computation, machine learning and data mining in bioinformatics
EvoApplications'11 Proceedings of the 2011 international conference on Applications of evolutionary computation - Volume Part II
jMetal: A Java framework for multi-objective optimization
Advances in Engineering Software
Tackling the static RWA problem by using a multiobjective artificial bee colony algorithm
IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part II
Applying a multiobjective gravitational search algorithm (MO-GSA) to discover motifs
IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part II
Bat algorithm for multi-objective optimisation
International Journal of Bio-Inspired Computation
A hybrid search strategy to enhance multiple objective optimization
IEA/AIE'11 Proceedings of the 24th international conference on Industrial engineering and other applications of applied intelligent systems conference on Modern approaches in applied intelligence - Volume Part II
Multi-objective optimization for dynamic single-machine scheduling
ICSI'11 Proceedings of the Second international conference on Advances in swarm intelligence - Volume Part II
Pareto-optimality of oblique decision trees from evolutionary algorithms
Journal of Global Optimization
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
Achieving balance between proximity and diversity in multi-objective evolutionary algorithm
Information Sciences: an International Journal
Particle swarm optimisation of interplanetary trajectories from Earth to Jupiter and Saturn
Engineering Applications of Artificial Intelligence
A hybrid evolutionary algorithm for tuning a cloth-simulation model
Applied Soft Computing
Computers and Operations Research
Multiobjective Optimization Based-Approach for Discovering Novel Cancer Therapies
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Compressed-objective genetic algorithm
PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature
PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature
PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature
PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature
A multi-objective particle swarm optimizer hybridized with scatter search
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
Omni-aiNet: an immune-inspired approach for omni optimization
ICARIS'06 Proceedings of the 5th international conference on Artificial Immune Systems
Immune clonal MO algorithm for ZDT problems
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part II
Evolutionary multi-objective optimisation by diversity control
CSR'06 Proceedings of the First international computer science conference on Theory and Applications
EA'05 Proceedings of the 7th international conference on Artificial Evolution
Intelligent particle swarm optimization in multi-objective problems
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Dual guidance in evolutionary multi-objective optimization by localization
SEAL'06 Proceedings of the 6th international conference on Simulated Evolution And Learning
Pareto meta-heuristics for generating safe flight trajectories under weather hazards
SEAL'06 Proceedings of the 6th international conference on Simulated Evolution And Learning
Land combat scenario planning: a multiobjective approach
SEAL'06 Proceedings of the 6th international conference on Simulated Evolution And Learning
Incorporating distance domination in multiobjective evolutionary algorithm
PReMI'05 Proceedings of the First international conference on Pattern Recognition and Machine Intelligence
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part III
Multiobjective Harmony Search Algorithm Proposals
Electronic Notes in Theoretical Computer Science (ENTCS)
GISMOO: A new hybrid genetic/immune strategy for multiple-objective optimization
Computers and Operations Research
Multiobjective memetic algorithms for time and space assembly line balancing
Engineering Applications of Artificial Intelligence
Multi-objective PSO algorithm based on fitness sharing and online elite archiving
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
A hybrid GA/SVM approach for gene selection and classification of microarray data
EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing
A preliminary study on handling uncertainty in indicator-based multiobjective optimization
EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing
Multi-objective probability collectives
EvoApplicatons'10 Proceedings of the 2010 international conference on Applications of Evolutionary Computation - Volume Part I
An increase web services performance method
ICWE'05 Proceedings of the 5th international conference on Web Engineering
An EMO algorithm using the hypervolume measure as selection criterion
EMO'05 Proceedings of the Third international conference on Evolutionary Multi-Criterion Optimization
Parallelization of multi-objective evolutionary algorithms using clustering algorithms
EMO'05 Proceedings of the Third international conference on Evolutionary Multi-Criterion Optimization
An efficient multi-objective evolutionary algorithm: OMOEA-II
EMO'05 Proceedings of the Third international conference on Evolutionary Multi-Criterion Optimization
Dynamic archive evolution strategy for multiobjective optimization
EMO'05 Proceedings of the Third international conference on Evolutionary Multi-Criterion Optimization
Multi-objective maximin sorting scheme
EMO'05 Proceedings of the Third international conference on Evolutionary Multi-Criterion Optimization
Exploiting comparative studies using criteria: generating knowledge from an analyst's perspective
EMO'05 Proceedings of the Third international conference on Evolutionary Multi-Criterion Optimization
A scalable multi-objective test problem toolkit
EMO'05 Proceedings of the Third international conference on Evolutionary Multi-Criterion Optimization
The value of online adaptive search: a performance comparison of NSGAII, ε-NSGAII and εMOEA
EMO'05 Proceedings of the Third international conference on Evolutionary Multi-Criterion Optimization
The naive MIDEA: a baseline multi-objective EA
EMO'05 Proceedings of the Third international conference on Evolutionary Multi-Criterion Optimization
New ideas in applying scatter search to multiobjective optimization
EMO'05 Proceedings of the Third international conference on Evolutionary Multi-Criterion Optimization
Improving PSO-Based multi-objective optimization using crowding, mutation and ∈-dominance
EMO'05 Proceedings of the Third international conference on Evolutionary Multi-Criterion Optimization
DEMO: differential evolution for multiobjective optimization
EMO'05 Proceedings of the Third international conference on Evolutionary Multi-Criterion Optimization
Improving multiobjective evolutionary algorithm by adaptive fitness and space division
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part III
Genetic algorithm for multi-objective optimization using GDEA
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part III
Embedded Systems Design
AWIC'05 Proceedings of the Third international conference on Advances in Web Intelligence
Multi-objective particle swarm optimization based on minimal particle angle
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
Mining classification rules using evolutionary multi-objective algorithms
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Coevolutionary multi-objective optimization using clustering techniques
MICAI'05 Proceedings of the 4th Mexican international conference on Advances in Artificial Intelligence
Solving rotated multi-objective optimization problems using differential evolution
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
An evolutionary algorithm to optimize log/restore operations within optimistic simulation platforms
Proceedings of the 4th International ICST Conference on Simulation Tools and Techniques
Deductive sort and climbing sort: New methods for non-dominated sorting
Evolutionary Computation
Multiobjective optimization by a modified artificial immune system algorithm
ICARIS'05 Proceedings of the 4th international conference on Artificial Immune Systems
Handling multiple objectives with biogeography-based optimization
International Journal of Automation and Computing
Hypervolume-based multiobjective optimization: Theoretical foundations and practical implications
Theoretical Computer Science
Information Sciences: an International Journal
Improved multi-objective diversity control oriented genetic algorithm
ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
Alleviate the hypervolume degeneration problem of NSGA-II
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II
LION'05 Proceedings of the 5th international conference on Learning and Intelligent Optimization
Multi-Objective differential evolution with adaptive control of parameters and operators
LION'05 Proceedings of the 5th international conference on Learning and Intelligent Optimization
Self-adaptation techniques applied to multi-objective evolutionary algorithms
LION'05 Proceedings of the 5th international conference on Learning and Intelligent Optimization
A novel multi-objective particle swarm optimization algorithm for flow shop scheduling problems
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing Theories and Applications: with aspects of artificial intelligence
Local meta-models for ASM-MOMA
ICIC'11 Proceedings of the 7th international conference on Intelligent Computing: bio-inspired computing and applications
Local meta-models for ASM-MOMA
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing
Discovering DNA motifs with a parallel shared memory differential evolution
EUROCAST'11 Proceedings of the 13th international conference on Computer Aided Systems Theory - Volume Part I
Weighted preferences in evolutionary multi-objective optimization
AI'11 Proceedings of the 24th international conference on Advances in Artificial Intelligence
Eliminating useless object detectors evolved in multiple-objective genetic programming
AI'11 Proceedings of the 24th international conference on Advances in Artificial Intelligence
Optical Memory and Neural Networks
Multiobjective Evolutionary Algorithms for Portfolio Management: A comprehensive literature review
Expert Systems with Applications: An International Journal
A class of multiobjective linear programming models with random rough coefficients
Mathematical and Computer Modelling: An International Journal
Comparing multiobjective artificial bee colony adaptations for discovering DNA motifs
EvoBIO'12 Proceedings of the 10th European conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
Explicit gradient information in multiobjective optimization
Operations Research Letters
Expert Systems with Applications: An International Journal
Proceedings of the 14th annual conference on Genetic and evolutionary computation
On the properties of the R2 indicator
Proceedings of the 14th annual conference on Genetic and evolutionary computation
Leveraging indicator-based ensemble selection in evolutionary multiobjective optimization algorithms
Proceedings of the 14th annual conference on Genetic and evolutionary computation
A new multi-objective evolutionary algorithm based on a performance assessment indicator
Proceedings of the 14th annual conference on Genetic and evolutionary computation
Asynchronous master/slave moeas and heterogeneous evaluation costs
Proceedings of the 14th annual conference on Genetic and evolutionary computation
A surrogate multiobjective evolutionary strategy with local search and pre-selection
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
GECCO 2012 tutorial on evolutionary multiobjective optimization
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
A discrete artificial bee colony algorithm for the multi-objective redistricting problem
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
Multi-criteria optimization for hard problems under limited budgets
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
Approaches to parallelize pareto ranking in NSGA-II algorithm
PPAM'11 Proceedings of the 9th international conference on Parallel Processing and Applied Mathematics - Volume Part II
Multi-region particle swarm optimisation algorithm
International Journal of Computer Applications in Technology
A novel artificial fish swarm algorithm based on multi-objective optimization
ICIC'12 Proceedings of the 8th international conference on Intelligent Computing Theories and Applications
Non-dominated Rank based Sorting Genetic Algorithms
Fundamenta Informaticae
Advances in differential evolution for solving multiobjective optimization problems
ICSI'12 Proceedings of the Third international conference on Advances in Swarm Intelligence - Volume Part I
Brain storm optimization algorithm for multi-objective optimization problems
ICSI'12 Proceedings of the Third international conference on Advances in Swarm Intelligence - Volume Part I
Multi-objective evolutionary algorithm based on layer strategy
ICSI'12 Proceedings of the Third international conference on Advances in Swarm Intelligence - Volume Part I
BSTBGA: A hybrid genetic algorithm for constrained multi-objective optimization problems
Computers and Operations Research
Expert Systems with Applications: An International Journal
Parallel predator---prey interaction for evolutionary multi-objective optimization
Natural Computing: an international journal
Calibrating continuous multi-objective heuristics using mixture experiments
Journal of Heuristics
An entropy-based multiobjective evolutionary algorithm with an enhanced elite mechanism
Applied Computational Intelligence and Soft Computing
Task allocation in distributed computing systems using adaptive particle swarm optimisation
International Journal of Computer Applications in Technology
MOMCMC: An efficient Monte Carlo method for multi-objective sampling over real parameter space
Computers & Mathematics with Applications
A local multiobjective optimization algorithm using neighborhood field
Structural and Multidisciplinary Optimization
Comparing multiobjective swarm intelligence metaheuristics for DNA motif discovery
Engineering Applications of Artificial Intelligence
Engineering Applications of Artificial Intelligence
Information Sciences: an International Journal
Elitist archiving for multi-objective evolutionary algorithms: to adapt or not to adapt
PPSN'12 Proceedings of the 12th international conference on Parallel Problem Solving from Nature - Volume Part II
PPSN'12 Proceedings of the 12th international conference on Parallel Problem Solving from Nature - Volume Part II
A multi-objective artificial immune system based on hypervolume
ICARIS'12 Proceedings of the 11th international conference on Artificial Immune Systems
Clustering-Based multi-objective immune optimization evolutionary algorithm
ICARIS'12 Proceedings of the 11th international conference on Artificial Immune Systems
Information Sciences: an International Journal
Optimization of distributed generation penetration based on particle filtering
Proceedings of the Winter Simulation Conference
Real-world simulation-based manufacturing optimization using Cuckoo search
Proceedings of the Winter Simulation Conference
Ordered Incremental Multi-Objective Problem Solving Based on Genetic Algorithms
International Journal of Applied Evolutionary Computation
Movement Strategies for Multi-Objective Particle Swarm Optimization
International Journal of Applied Metaheuristic Computing
A surrogate-based intelligent variation operator for multiobjective optimization
EA'11 Proceedings of the 10th international conference on Artificial Evolution
A co-evolutionary multi-objective optimization algorithm based on direction vectors
Information Sciences: an International Journal
A non-parametric statistical dominance operator for noisy multiobjective optimization
SEAL'12 Proceedings of the 9th international conference on Simulated Evolution and Learning
SEAL'12 Proceedings of the 9th international conference on Simulated Evolution and Learning
New fitness sharing approach for multi-objective genetic algorithms
Journal of Global Optimization
Computers and Operations Research
A preference multi-objective optimization based on adaptive rank clone and differential evolution
Natural Computing: an international journal
A new multi-swarm multi-objective optimization method for structural design
Advances in Engineering Software
Hybrid multiobjective artificial bee colony with differential evolution applied to motif finding
EvoBIO'13 Proceedings of the 11th European conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
Adapting scientific workflow structures using multi-objective optimization strategies
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
A multiobjective approach based on the law of gravity and mass interactions for optimizing networks
EvoCOP'13 Proceedings of the 13th European conference on Evolutionary Computation in Combinatorial Optimization
EvoApplications'13 Proceedings of the 16th European conference on Applications of Evolutionary Computation
A novel micro-population immune multiobjective optimization algorithm
Computers and Operations Research
Multiobjective cuckoo search for design optimization
Computers and Operations Research
A memetic algorithm for the multi-objective flexible job shop scheduling problem
Proceedings of the 15th annual conference on Genetic and evolutionary computation
MOEA/D for traffic grooming in WDM optical networks
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Multi-objective optimization with surrogate trees
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Revisiting the NSGA-II crowding-distance computation
Proceedings of the 15th annual conference on Genetic and evolutionary computation
A hybrid evolutionary approach with search strategy adaptation for mutiobjective optimization
Proceedings of the 15th annual conference on Genetic and evolutionary computation
The asynchronous island model and NSGA-II: study of a new migration operator and its performance
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Optimization of a supersonic airfoil using the multi-objective alliance algorithm
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Multi-objective optimization with estimation of distribution algorithm in a noisy environment
Evolutionary Computation
Improving uniformity of solution spacing in biobjective evolution
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
Influence of relaxed dominance criteria in multiobjective evolutionary algorithms
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
MOEA/D assisted by rbf networks for expensive multi-objective optimization problems
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Applying MOEAs to solve the static Routing and Wavelength Assignment problem in optical WDM networks
Engineering Applications of Artificial Intelligence
Exploration and exploitation in evolutionary algorithms: A survey
ACM Computing Surveys (CSUR)
Testing of the multi-objective alliance algorithm on benchmark functions
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
A multiobjective evolutionary programming framework for graph-based data mining
Information Sciences: an International Journal
GECCO 2013 tutorial on evolutionary multiobjective optimization
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
Asynchronous master-slave parallelization of differential evolution for multi-objective optimization
Evolutionary Computation
Analog Integrated Circuits and Signal Processing
Comprehensive Survey of the Hybrid Evolutionary Algorithms
International Journal of Applied Evolutionary Computation
Cooperative particle swarm optimization for multiobjective transportation planning
Applied Intelligence
Engineering Applications of Artificial Intelligence
Benchmarks for dynamic multi-objective optimisation algorithms
ACM Computing Surveys (CSUR)
ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part II
Engineering Applications of Artificial Intelligence
Quasi-Newton's method for multiobjective optimization
Journal of Computational and Applied Mathematics
Three-objective subgraph mining using multiobjective evolutionary programming
Journal of Computer and System Sciences
Improving the design of sequences for DNA computing: A multiobjective evolutionary approach
Applied Soft Computing
An analytical approach for fast and accurate design space exploration of instruction caches
ACM Transactions on Embedded Computing Systems (TECS)
Transactions on Computational Collective Intelligence IX
A numerical method for constructing the Pareto front of multi-objective optimization problems
Journal of Computational and Applied Mathematics
Computers and Operations Research
Journal of Global Optimization
Journal of Global Optimization
Synchronous and asynchronous Pareto-based multi-objective Artificial Bee Colony algorithms
Journal of Global Optimization
Supporting the design process with hypergraph genetic operators
Advanced Engineering Informatics
An efficient dynamic load balancing algorithm
Computational Mechanics
The Endocrine Control Evolutionary Algorithm: an extensible technique for optimization
Natural Computing: an international journal
Multi-Objective Optimization Based on Brain Storm Optimization Algorithm
International Journal of Swarm Intelligence Research
A multi-objective hyper-heuristic based on choice function
Expert Systems with Applications: An International Journal
Energy and locality aware load balancing in cloud computing
Integrated Computer-Aided Engineering
Evolutionary multi-objective optimization for mesh simplification of 3D open models
Integrated Computer-Aided Engineering
Optimization of electrospinning process using intelligent control systems
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - Recent Advances in Soft Computing: Theories and Applications
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
INSPM: An interactive evolutionary multi-objective algorithm with preference model
Information Sciences: an International Journal
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In this paper, we provide a systematic comparison of various evolutionary approaches to multiobjective optimization using six carefully chosen test functions. Each test function involves a particular feature that is known to cause difficulty in the evolutionary optimization process, mainly in converging to the Pareto-optimal front (e.g., multimodality and deception). By investigating these different problem features separately, it is possible to predict the kind of problems to which a certain technique is or is not well suited. However, in contrast to what was suspected beforehand, the experimental results indicate a hierarchy of the algorithms under consideration. Furthermore, the emerging effects are evidence that the suggested test functions provide sufficient complexity to compare multiobjective optimizers. Finally, elitism is shown to be an important factor for improving evolutionary multiobjective search.