Proceedings of the 9th annual conference on Genetic and evolutionary computation
Proceedings of the 10th annual conference on Genetic and evolutionary computation
EMO '09 Proceedings of the 5th International Conference on Evolutionary Multi-Criterion Optimization
An Elitist GRASP Metaheuristic for the Multi-objective Quadratic Assignment Problem
EMO '09 Proceedings of the 5th International Conference on Evolutionary Multi-Criterion Optimization
Single-objective and multi-objective formulations of solution selection for hypervolume maximization
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Multiobjective optimization problems with complicated Pareto sets, MOEA/D and NSGA-II
IEEE Transactions on Evolutionary Computation
A fast multi-objective evolutionary algorithm based on a tree structure
Applied Soft Computing
The performance of a new version of MOEA/D on CEC09 unconstrained MOP test instances
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
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Constrained many-objective optimization: a way forward
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
The multiobjective evolutionary algorithm based on determined weight and sub-regional search
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
An orthogonal multi-objective evolutionary algorithm with lower-dimensional crossover
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Performance assessment of DMOEA-DD with CEC 2009 MOEA competition test instances
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
IEEE Transactions on Evolutionary Computation
Evolutionary many-objective optimization by NSGA-II and MOEA/D with large populations
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Computer Networks: The International Journal of Computer and Telecommunications Networking
C-PSA: Constrained Pareto simulated annealing for constrained multi-objective optimization
Information Sciences: an International Journal
Multiobjective K-connected deployment and power assignment in WSNs using constraint handling
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
ICC'09 Proceedings of the 2009 IEEE international conference on Communications
Expensive multiobjective optimization by MOEA/D with Gaussian process model
IEEE Transactions on Evolutionary Computation
Simultaneous use of different scalarizing functions in MOEA/D
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Proceedings of the 12th annual conference 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
A study of multiobjective metaheuristics when solving parameter scalable problems
IEEE Transactions on Evolutionary Computation
Information Sciences: an International Journal
Massively multi-topology sizing of analog integrated circuits
Proceedings of the Conference on Design, Automation and Test in Europe
How to choose solutions for local search in multiobjective combinatorial memetic algorithms
PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part I
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
A novel smart multi-objective particle swarm optimisation using decomposition
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
IEEE Transactions on Evolutionary Computation - Special issue on preference-based multiobjective evolutionary algorithms
A study of the parallelization of the multi-objective metaheuristic MOEA/D
LION'10 Proceedings of the 4th international conference on Learning and intelligent optimization
Expert Systems with Applications: An International Journal
Improving the efficiency of -dominance based grids
Information Sciences: an International Journal
Effects of the existence of highly correlated objectives on the behavior of MOEA/D
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
Information Sciences: an International Journal
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
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Adaptive multi-objective differential evolution with stochastic coding strategy
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
Integration of NSGA-II and MOEA/D in multimethod search approach: algorithms
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
Design of robust metabolic pathways
Proceedings of the 48th Design Automation Conference
Bat algorithm for multi-objective optimisation
International Journal of Bio-Inspired Computation
MCPR'11 Proceedings of the Third Mexican conference on Pattern recognition
Computers and Industrial Engineering
An adaptive evolutionary multi-objective approach based on simulated annealing
Evolutionary Computation
Genetic diversity and effective crossover in evolutionary many-objective optimization
LION'05 Proceedings of the 5th international conference on Learning and Intelligent Optimization
Distribution of computational effort in parallel MOEA/D
LION'05 Proceedings of the 5th international conference on Learning and Intelligent Optimization
ICICA'11 Proceedings of the Second international conference on Information Computing and Applications
SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part II
Non-uniform circular-shaped antenna array design and synthesis - a multi-objective approach
SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part II
Design of two channel quadrature mirror filter bank: a multi-objective approach
SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part II
SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I
Proceedings of the 49th Annual Design Automation Conference
International Journal of Numerical Modelling: Electronic Networks, Devices and Fields
Multi-objective immune algorithm with Baldwinian learning
Applied Soft Computing
D2MOPSO: multi-objective particle swarm optimizer based on decomposition and dominance
EvoCOP'12 Proceedings of the 12th European conference on Evolutionary Computation in Combinatorial Optimization
A hybrid multiobjective evolutionary algorithm: Striking a balance with local search
Mathematical and Computer Modelling: An International Journal
Proceedings of the 14th annual conference on Genetic and evolutionary computation
Local preference-inspired co-evolutionary algorithms
Proceedings of the 14th annual conference on Genetic and evolutionary computation
Proceedings of the 14th annual conference on Genetic and evolutionary computation
A modification to MOEA/D-DE for multiobjective optimization problems with complicated Pareto sets
Information Sciences: an International Journal
Using computational intelligence for large scale air route networks design
Applied Soft Computing
GECCO 2012 tutorial on evolutionary multiobjective optimization
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
WCCI'12 Proceedings of the 2012 World Congress conference on Advances in Computational Intelligence
Expert Systems with Applications: An International Journal
An evolutionary linear programming algorithm for solving the stock reduction problem
International Journal of Computer Applications in Technology
Context-dependent transformation of Pareto-optimal performance fronts of operational amplifiers
Analog Integrated Circuits and Signal Processing
International Journal of RF and Microwave Computer-Aided Engineering
MOMCMC: An efficient Monte Carlo method for multi-objective sampling over real parameter space
Computers & Mathematics with Applications
Engineering Applications of Artificial Intelligence
Information Sciences: an International Journal
Network topology planning using MOEA/D with objective-guided operators
PPSN'12 Proceedings of the 12th international conference on Parallel Problem Solving from Nature - Volume Part II
MOEA/D with iterative thresholding algorithm for sparse optimization problems
PPSN'12 Proceedings of the 12th international conference on Parallel Problem Solving from Nature - Volume Part II
Recombination of similar parents in SMS-EMOA on many-objective 0/1 knapsack problems
PPSN'12 Proceedings of the 12th international conference on Parallel Problem Solving from Nature - Volume Part II
Advances in evolutionary multi-objective optimization
SSBSE'12 Proceedings of the 4th international conference on Search Based Software Engineering
Information Sciences: an International Journal
A co-evolutionary multi-objective optimization algorithm based on direction vectors
Information Sciences: an International Journal
HEMH2: an improved hybrid evolutionary metaheuristics for 0/1 multiobjective knapsack problems
SEAL'12 Proceedings of the 9th international conference on Simulated Evolution and Learning
Efficient design of cosine-modulated filter banks using evolutionary multi-objective optimization
SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
Meta-schedulers for grid computing based on multi-objective swarm algorithms
Applied Soft Computing
Identification of multi-resolution network structures with multi-objective immune algorithm
Applied Soft Computing
A new multi-swarm multi-objective optimization method for structural design
Advances in Engineering Software
Information Sciences: an International Journal
Multi-objective optimization using teaching-learning-based optimization algorithm
Engineering Applications of Artificial Intelligence
EuroGP'13 Proceedings of the 16th European conference on Genetic Programming
Adaptive MOEA/D for QoS-based web service composition
EvoCOP'13 Proceedings of the 13th European conference on Evolutionary Computation in Combinatorial Optimization
Expert Systems with Applications: An International Journal
Multiobjective cuckoo search for design optimization
Computers and Operations Research
MOEA/D + uniform design: A new version of MOEA/D for optimization problems with many objectives
Computers and Operations Research
MOEA/D for traffic grooming in WDM optical networks
Proceedings of the 15th annual conference on Genetic and evolutionary computation
On finding well-spread pareto optimal solutions by preference-inspired co-evolutionary algorithm
Proceedings of the 15th annual conference on Genetic and evolutionary computation
A comparison of different algorithms for the calculation of dominated hypervolumes
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
Optimum oil production planning using infeasibility driven evolutionary algorithm
Evolutionary Computation
Preference-inspired co-evolutionary algorithm using weights for many-objective optimization
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
Liger: an open source integrated optimization environment
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
Intelligent search in social communities of smartphone users
Distributed and Parallel Databases
GECCO 2013 tutorial on evolutionary multiobjective optimization
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
International Journal of Grid and Utility Computing
International Journal of Bio-Inspired Computation
Comprehensive Survey of the Hybrid Evolutionary Algorithms
International Journal of Applied Evolutionary Computation
Wireless Personal Communications: An International Journal
Multi Agent Collaborative Search based on Tchebycheff decomposition
Computational Optimization and Applications
Computers and Operations Research
Computers & Mathematics with Applications
Annals of Mathematics and Artificial Intelligence
Variable space diversity, crossover and mutation in MOEA solving many-objective knapsack problems
Annals of Mathematics and Artificial Intelligence
Generation of surrogate models of Pareto-optimal performance trade-offs of planar inductors
Analog Integrated Circuits and Signal Processing
QAR-CIP-NSGA-II: A new multi-objective evolutionary algorithm to mine quantitative association rules
Information Sciences: an International Journal
General framework for localised multi-objective evolutionary algorithms
Information Sciences: an International Journal
The COMPLEX methodology for UML/MARTE Modeling and design space exploration of embedded systems
Journal of Systems Architecture: the EUROMICRO Journal
Information Sciences: an International Journal
Synchronous and asynchronous Pareto-based multi-objective Artificial Bee Colony algorithms
Journal of Global Optimization
Natural Computing: 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
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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Decomposition is a basic strategy in traditional multiobjective optimization. However, it has not yet been widely used in multiobjective evolutionary optimization. This paper proposes a multiobjective evolutionary algorithm based on decomposition (MOEA/D). It decomposes a multiobjective optimization problem into a number of scalar optimization subproblems and optimizes them simultaneously. Each subproblem is optimized by only using information from its several neighboring subproblems, which makes MOEA/D have lower computational complexity at each generation than MOGLS and nondominated sorting genetic algorithm II (NSGA-II). Experimental results have demonstrated that MOEA/D with simple decomposition methods outperforms or performs similarly to MOGLS and NSGA-II on multiobjective 0-1 knapsack problems and continuous multiobjective optimization problems. It has been shown that MOEA/D using objective normalization can deal with disparately-scaled objectives, and MOEA/D with an advanced decomposition method can generate a set of very evenly distributed solutions for 3-objective test instances. The ability of MOEA/D with small population, the scalability and sensitivity of MOEA/D have also been experimentally investigated in this paper.