Genetic algorithms with sharing for multimodal function optimization
Proceedings of the Second International Conference on Genetic Algorithms on Genetic algorithms and their application
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
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
Some experiments in machine learning using vector evaluated genetic algorithms (artificial intelligence, optimization, adaptation, pattern recognition)
Introduction to creative evolutionary systems
Creative evolutionary systems
A Genetic Algorithm for Multiobjective Robust Design
Applied Intelligence
Heuristic Learning Based on Genetic Programming
Genetic Programming and Evolvable Machines
Evolutionary approaches to the design and organization of manufacturing systems
Computers and Industrial Engineering
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
Mechanical Component Design for Multiple Objectives Using Elitist Non-dominated Sorting GA
PPSN VI Proceedings of the 6th International Conference on Parallel Problem Solving from Nature
The Pareto Envelope-Based Selection Algorithm for Multi-objective Optimisation
PPSN VI Proceedings of the 6th International Conference on Parallel Problem Solving from Nature
Evolutive Identification of Fuzzy Systems for Time-Series Prediction
PPSN VII Proceedings of the 7th International Conference on Parallel Problem Solving from Nature
PPSN VII Proceedings of the 7th International Conference on Parallel Problem Solving from Nature
Pareto-optimality in Scheduling Problems
Proceedings of the 6th International Conference on Computational Intelligence, Theory and Applications: Fuzzy Days
Multi-objected Optimization in Evolutionary Algorithms Using Satisfiability Classes
Proceedings of the 6th International Conference on Computational Intelligence, Theory and Applications: Fuzzy Days
A Cluster-Based Evolutionary Algorithm for Multi-objective Optimization
Proceedings of the International Conference, 7th Fuzzy Days on Computational Intelligence, Theory and Applications
Introducing Multi-objective Optimization in Cooperative Coevolution of Neural Networks
IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Connectionist Models of Neurons, Learning Processes and Artificial Intelligence-Part I
A Multiobjective Genetic Algorithm for the Class/Teacher Timetabling Problem
PATAT '00 Selected papers from the Third International Conference on Practice and Theory of Automated Timetabling III
NETWORKING '02 Proceedings of the Second International IFIP-TC6 Networking Conference on Networking Technologies, Services, and Protocols; Performance of Computer and Communication Networks; and Mobile and Wireless Communications
Halftone Image Generation with Improved Multiobjective Genetic Algorithm
EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization
Controlled Elitist Non-dominated Sorting Genetic Algorithms for Better Convergence
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 Short Tutorial on Evolutionary Multiobjective 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
A Hybrid Multi-objective Evolutionary Approach to Engineering Shape Design
EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization
Constrained Test Problems for Multi-objective Evolutionary Optimization
EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization
NACST/Seq: A Sequence Design System with Multiobjective Optimization
DNA8 Revised Papers from the 8th International Workshop on DNA Based Computers: DNA Computing
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
Parto-Optimal Solutions for Multi-objective Production Scheduling Problems
EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization
An Infeasibility Objective for Use in Constrained Pareto 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 Based on Relation Favour
EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization
Multi-objective Evolutionary Design of Fuzzy Autopilot Controller
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
Incrementing Multi-objective Evolutionary Algorithms: Performance Studies and Comparisons
EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization
Multi-objective Flow-Shop: Preliminary Results
EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization
A Hybrid Evolutionary Approach for Multicriteria Optimization Problems: Application to the Flow Shop
EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization
Evolutionary Multi-objective Ranking with Uncertainty and Noise
EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization
Tabu-Based Exploratory Evolutionary Algorithm for Effective Multi-objective Optimization
EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization
The Niched Pareto Genetic Algorithm 2 Applied to the Design of Groundwater Remediation Systems
EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization
Multi-objective optimization of interconnect geometry
IEEE Transactions on Very Large Scale Integration (VLSI) Systems - Special section on system-level interconnect prediction (SLIP)
Multi-objective Topology optimization of structures
ICCST '02 Proceedings of the sixth conference on Computational structures technology
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2
Feature Selection for Ensembles: A Hierarchical Multi-Objective Genetic Algorithm Approach
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2
Bounding the effect of noise in multiobjective learning classifier systems
Evolutionary Computation
An adaptive sharing elitist evolution strategy for multiobjective optimization
Evolutionary Computation
NSGA-based parasitic-aware optimization of a 5GHz low-noise VCO
Proceedings of the 2004 Asia and South Pacific Design Automation Conference
Multi-objective optimization of structures topology by genetic algorithms
Advances in Engineering Software - Special issue on evolutionary optimization of engineering problems
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Workshop 6 - Volume 07
Multiobjective Satisfaction within an Interactive Evolutionary Design Environment
Evolutionary Computation
A decision support tool coupling a causal model and a multi-objective genetic algorithm
IEA/AIE'2005 Proceedings of the 18th international conference on Innovations in Applied Artificial Intelligence
Proceedings of the 8th annual conference on Genetic and evolutionary computation
On-line instrumentation for simulation-based optimization
Proceedings of the 38th conference on Winter simulation
Simulation-based multi-objective optimization of a real-world scheduling problem
Proceedings of the 38th conference on Winter simulation
Genetic algorithm for the personnel assignment problem with multiple objectives
Information Sciences: an International Journal
A cooperative constructive method for neural networks for pattern recognition
Pattern Recognition
International Journal of Approximate Reasoning
Evolutionary algorithms in multiply-specified engineering. The MOEAs and WCES strategies
Advanced Engineering Informatics
A multi-objective scatter search for a mixed-model assembly line sequencing problem
Advanced Engineering Informatics
Metadata and its impact on libraries: Book Reviews
Journal of the American Society for Information Science and Technology
Adaptive genetic algorithms applied to dynamic multiobjective problems
Applied Soft Computing
A multi-objective model for environmental investment decision making
Computers and Operations Research
Concept-based multi-objective problems and their solution by EC
Proceedings of the 9th annual conference companion on Genetic and evolutionary computation
Multiobjective real-coded bayesian optimization algorithmrevisited: diversity preservation
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Convergence analysis of a self-adaptive multi-objective evolutionary algorithm based on grids
Information Processing Letters
Computers and Industrial Engineering
An overview of evolutionary algorithms in multiobjective optimization
Evolutionary Computation
Multi-objective genetic algorithms: Problem difficulties and construction of test problems
Evolutionary Computation
Robustness in multi-objective optimization using evolutionary algorithms
Computational Optimization and Applications
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Computers and Industrial Engineering
Automatic cell planning strategies for UMTS networks
International Journal of Mobile Network Design and Innovation
Mono- and multiobjective formulations for the indoor wireless LAN planning problem
Computers and Operations Research
AMCOS'05 Proceedings of the 4th WSEAS International Conference on Applied Mathematics and Computer Science
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
Journal of Global Optimization
International Journal of Computer Integrated Manufacturing - Global Competitive Manufacturing
GENETIC ALGORITHMS FOR DECISIONAL DNA: SOLVING SETS OF EXPERIENCE KNOWLEDGE STRUCTURE
Cybernetics and Systems
Multiobjective immune algorithm with nondominated neighbor-based selection
Evolutionary Computation
Canonical subsets of image features
Computer Vision and Image Understanding
AIKED'08 Proceedings of the 7th WSEAS International Conference on Artificial intelligence, knowledge engineering and data bases
Multi-objective Feature Selection with NSGA II
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part I
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part II
Cultural Particle Swarm Algorithms for Constrained Multi-objective Optimization
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part IV: ICCS 2007
New Model for Multi-objective Evolutionary Algorithms
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part IV: ICCS 2007
Optimizing Process Parameters for Ceramic Tile Manufacturing Using an Evolutionary Approach
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Minimization of the Redundant Coverage for Dense Wireless Sensor Networks
ICESS '07 Proceedings of the 3rd international conference on Embedded Software and Systems
IEA/AIE '08 Proceedings of the 21st international conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: New Frontiers in Applied Artificial Intelligence
Agent-Based Co-Operative Co-Evolutionary Algorithm for Multi-Objective Optimization
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
On the Use of Projected Gradients for Constrained Multiobjective Optimization Problems
Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X
SPAM: Set Preference Algorithm for Multiobjective Optimization
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
Environmental Modelling & Software
A multi-objective scatter search for a dynamic cell formation problem
Computers and Operations Research
WSEAS Transactions on Information Science and Applications
Information Sciences: an International Journal
REI equivalent design for electric power systems with genetic algorithms
WSEAS Transactions on Circuits and Systems
Introduction to Evolutionary Multiobjective Optimization
Multiobjective Optimization
Evolutionary operators for optimal gate location in liquid composite moulding
Applied Soft Computing
International Journal of Knowledge-based and Intelligent Engineering Systems
Improving NSGA-II Algorithm Based on Minimum Spanning Tree
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
A hybrid intelligent system for multiobjective decision making problems
Computers and Industrial Engineering
Multiobjective evolutionary optimisation for adaptive product family design
International Journal of Computer Integrated Manufacturing - THE CHALLENGES OF MANUFACTURING IN THE GLOBALLY INTEGRATED ECONOMY. GUEST EDITOR: ROBIN G. QIU
Spread Assessment for Evolutionary Multi-Objective Optimization
EMO '09 Proceedings of the 5th International Conference on Evolutionary Multi-Criterion Optimization
Computers & Mathematics with Applications
Computers & Mathematics with Applications
Product platform two-stage quality optimization design based on multiobjective genetic algorithm
Computers & Mathematics with Applications
Research on quality performance conceptual design based on SPEA2+
Computers & Mathematics with Applications
Computers & Mathematics with Applications
Computers and Industrial Engineering
Multi-objective genetic local search algorithm using Kohonen's neural map
Computers and Industrial Engineering
A genetic approach to channel assignment for multi-radio multi-channel wireless mesh networks
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
Modeling and extending lifetime of wireless sensor networks using genetic algorithm
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
Computers and Operations Research
Engineering Applications of Artificial Intelligence
Engineering Applications of Artificial Intelligence
A model for the dynamic coordination of multiple competing goals
Journal of Experimental & Theoretical Artificial Intelligence
A Novel Weight-Based Immune Genetic Algorithm for Multiobjective Optimization Problems
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
EC'09 Proceedings of the 10th WSEAS international conference on evolutionary computing
Proceedings of the 2007 conference on Artificial Intelligence Research and Development
Parallel multi-objective evolutionary algorithms on graphics processing units
Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers
Comparison of sorting algorithms for multi-fitness measurement of cooperative coevolution
Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers
Situation assessment and autonomous control and optimisation of biometric sensor network
International Journal of Biometrics
IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods
Multiobjective Evolutionary Algorithms: Applications in Real Problems
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
An improved evolutionary algorithm for solving multi-objective crop planning models
Computers and Electronics in Agriculture
Training approaches in neural enhancement for multiobjective optimization
Proceedings of the 46th Annual Southeast Regional Conference on XX
A dominance tree and its application in evolutionary multi-objective optimization
Information Sciences: an International Journal
Computers and Operations Research
Hybrid multiobjective approach for designing wireless sensor networks
Proceedings of the 12th ACM international conference on Modeling, analysis and simulation of wireless and mobile systems
A competitive-cooperative coevolutionary paradigm for dynamic multiobjective optimization
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
IEEE Transactions on Evolutionary Computation
Evolutionary algorithms for minimax problems in robust design
IEEE Transactions on Evolutionary Computation
Constraint handling in multiobjective evolutionary optimization
IEEE Transactions on Evolutionary Computation
IEEE Transactions on Information Technology in Biomedicine
QoS-aware service composition using NSGA-II1
Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, Culture and Human
A fast multi-objective evolutionary algorithm based on a tree structure
Applied Soft Computing
Simplifying Particle Swarm Optimization
Applied Soft Computing
An integrated method of multi-objective optimization for complex mechanical structure
Advances in Engineering Software
Evolutionary multiobjective optimization in noisy problem environments
Journal of Heuristics
Evolutionary computation and structural design: A survey of the state-of-the-art
Computers and Structures
Power-density aware floorplanning for reducing maximum on-chip temperature
MS '07 The 18th IASTED International Conference on Modelling and Simulation
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
A dynamic multiobjective hybrid approach for designing wireless sensor networks
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Multiobjective quantum-inspired evolutionary algorithm for fuzzy path planning of mobile robot
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Evolutionary IP assignment for efficient NoC-based system design using 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
Multiobjective Optimization in Mineral Resources Exploitation: Models and Case Studies
ISICA '09 Proceedings of the 4th International Symposium on Advances in Computation and Intelligence
A Self-adaptive Evolutionary Algorithm for Multi-objective Optimization
ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
A Grid Based Cooperative Co-evolutionary Multi-Objective Algorithm
AICI '09 Proceedings of the International Conference on Artificial Intelligence and Computational Intelligence
Image Enhancement Using Multi-objective Genetic Algorithms
PReMI '09 Proceedings of the 3rd International Conference on Pattern Recognition and Machine Intelligence
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Modeling and control of a pilot pH plant using genetic algorithm
Engineering Applications of Artificial Intelligence
Design of nearest neighbor classifiers: multi-objective approach
International Journal of Approximate Reasoning
Dependence modeling rule mining using multi-objective genetic algorithms
AIA '08 Proceedings of the 26th IASTED International Conference on Artificial Intelligence and Applications
Study on the optimal operation of the steam network in the refinery
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
IEEE Transactions on Information Technology in Biomedicine - Special section on body sensor networks
Evolutionary multi-objective optimization in robot soccer system for education
IEEE Computational Intelligence Magazine
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
Multidimensional scaling: multi-objective optimization approach
CompSysTech '09 Proceedings of the International Conference on Computer Systems and Technologies and Workshop for PhD Students in Computing
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Strength pareto particle swarm optimization and hybrid ea-pso for multi-objective optimization
Evolutionary Computation
Energy minimum theorem based on AGA, Lyapunov and force field for CADD techniques
Computers in Biology and Medicine
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
Fuzzy optimality and evolutionary multiobjective optimization
EMO'03 Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization
A population and interval constraint propagation algorithm
EMO'03 Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization
Multi-level multi-objective genetic algorithm using entropy to preserve diversity
EMO'03 Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization
Schemata-driven multi-objective optimization
EMO'03 Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization
Towards a quick computation of well-spread pareto-optimal solutions
EMO'03 Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization
A new MOEA for multi-objective TSP and Its convergence property analysis
EMO'03 Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization
Niche distributions on the pareto optimal front
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
A comparative study of selective breeding strategies in a multiobjective genetic algorithm
EMO'03 Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization
Experimental genetic operators analysis for the multi-objective permutation flowshop
EMO'03 Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization
Non-invasive Atrial disease diagnosis using decision rules: a multi-objective optimization approach
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
Genetic methods in multi-objective optimization of structures with an equality constraint on volume
EMO'03 Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization
Multiobjective optimization using ideas from the clonal selection principle
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
Constrained multi-objective optimization using steady state genetic algorithms
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
ParadisEO-MOEO: a framework for evolutionary multi-objective optimization
EMO'07 Proceedings of the 4th international conference on Evolutionary multi-criterion optimization
Using multiobjective evolutionary algorithms to assess biological simulation models
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
The antiquadrupolar phase of the biquadratic neural network
IWANN'03 Proceedings of the Artificial and natural neural networks 7th international conference on Computational methods in neural modeling - Volume 1
Safety critical software process improvement by multi-objective optimization algorithms
ICSP'07 Proceedings of the 2007 international conference on Software process
Multi-objective genetic programming for improving the performance of TCP
EuroGP'07 Proceedings of the 10th European conference on Genetic programming
Quantum-inspired immune clonal multiobjective optimization algorithm
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
Engineering Applications of Artificial Intelligence
A double-objective genetic algorithm for parity declustering optimization in networked RAID
ICA3PP'07 Proceedings of the 7th international conference on Algorithms and architectures for parallel processing
GbRPR'07 Proceedings of the 6th IAPR-TC-15 international conference on Graph-based representations in pattern recognition
ISICA'07 Proceedings of the 2nd international conference on Advances in computation and intelligence
A differential evolution variant of NSGA II for real world multiobjective optimization
ACAL'07 Proceedings of the 3rd Australian conference on Progress in artificial life
Multi-objective peer-to-peer neighbor-selection strategy using genetic algorithm
HiPC'07 Proceedings of the 14th international conference on High performance computing
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
Simulated evolution under multiple criteria conditions revisited
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
Minimization of the redundant sensor nodes in dense wireless sensor networks
ICES'07 Proceedings of the 7th international conference on Evolvable systems: from biology to hardware
Evolutionary Rough Parallel Multi-Objective Optimization Algorithm
Fundamenta Informaticae
Environmentally constrained economic dispatch using Pareto archive particle swarm optimisation
International Journal of Systems Science
A heuristic-based framework to solve a complex aircraft sizing problem
Engineering Applications of Artificial Intelligence
Efficient mapping of an image processing application for a network-on-chip based implementation
International Journal of High Performance Systems Architecture
Combining mapping and partitioning exploration for NoC-based embedded systems
Journal of Systems Architecture: the EUROMICRO Journal
On set-based multiobjective optimization
IEEE Transactions on Evolutionary Computation
A favorable weight-based evolutionary algorithm for multiple criteria problems
IEEE Transactions on Evolutionary Computation
Computational evolutionary embryogeny
IEEE Transactions on Evolutionary Computation
An adaptive multiobjective approach to evolving ART architectures
IEEE Transactions on Neural Networks
A diversity preserving selection in multiobjective evolutionary algorithms
Applied Intelligence
Integrating decision space diversity into hypervolume-based multiobjective search
Proceedings of the 12th annual conference on Genetic and evolutionary computation
DBSCAN-based multi-objective niching to approximate equivalent pareto-subsets
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Engineering Applications of Artificial Intelligence
A bi-objective approach for shortest-path network interdiction
Computers and Industrial Engineering
Generation of yield-embedded Pareto-front for simultaneous optimization of yield and performances
Proceedings of the 47th Design Automation Conference
Pareto sampling: choosing the right weights by derivative pursuit
Proceedings of the 47th Design Automation Conference
Adaptive, convergent, and diversified archiving strategy for multiobjective evolutionary algorithms
Expert Systems with Applications: An International Journal
Neural network ensembles: immune-inspired approaches to the diversity of components
Natural Computing: an international journal
An improved multi-objective evolutionary algorithm for the vehicle routing problem with time windows
Computers and Operations Research
ISWPC'10 Proceedings of the 5th IEEE international conference on Wireless pervasive computing
Simultaneous concept-based evolutionary multi-objective optimization
Applied Soft Computing
Computers and Operations Research
Automated unit and integration testing for component-based software systems
Proceedings of the International Workshop on Security and Dependability for Resource Constrained Embedded Systems
Ranking of wireless access networks for providing QoS in heterogeneous environment
Proceedings of the 8th ACM international workshop on Mobility management and wireless access
Combining evolutionary and sequential search strategies for unsupervised feature selection
ICAISC'10 Proceedings of the 10th international conference on Artifical intelligence and soft computing: Part II
A rough set based approach to patent development with the consideration of resource allocation
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Evolutionary multiobjective optimization algorithm as a Markov system
PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part I
Solving multiobjective optimization problem by constraint optimization
PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part I
Defining and optimizing indicator-based diversity measures in multiobjective search
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
Reducing overfitting in genetic programming models for software quality classification
HASE'04 Proceedings of the Eighth IEEE international conference on High assurance systems engineering
IEEE Transactions on Evolutionary Computation - Special issue on preference-based multiobjective evolutionary algorithms
Genetic algorithms for multi-objectives problems under its objective boundary
ACS'10 Proceedings of the 10th WSEAS international conference on Applied computer science
PSFGA: a parallel genetic algorithm for multiobjective optimization
EUROMICRO-PDP'02 Proceedings of the 10th Euromicro conference on Parallel, distributed and network-based processing
Journal of Systems Architecture: the EUROMICRO Journal
Optimization of an established multi-objective delivering problem by an improved hybrid algorithm
Expert Systems with Applications: An International Journal
Designing a multi-label kernel machine with two-objective optimization
AICI'10 Proceedings of the 2010 international conference on Artificial intelligence and computational intelligence: Part I
Intelligent process modeling and optimization of die-sinking electric discharge machining
Applied Soft Computing
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Information Sciences: an International Journal
Multi-objective optimization with artificial weed colonies
Information Sciences: an International Journal
A new feature extraction and selection scheme for hybrid fault diagnosis of gearbox
Expert Systems with Applications: An International Journal
La Nina: framework in self-adaptive publish/subscribe middleware for wireless sensor networks
International Journal of Autonomous and Adaptive Communications Systems
Information and Software Technology
A preference ordered classification for a multi-objective max-min redundancy allocation problem
Computers and Operations Research
Hierarchical component-based representations for evolving microelectromechanical systems designs
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Multi-objective Pareto optimization of axial compressors using genetic algorithms
ICCOMP'06 Proceedings of the 10th WSEAS international conference on Computers
Graph partitioning by multi-objective real-valued metaheuristics: A comparative study
Applied Soft Computing
A concentration-based artificial immune network for multi-objective optimization
EMO'11 Proceedings of the 6th international conference on Evolutionary multi-criterion optimization
Parallelism on multicore processors using Parallel.FX
Advances in Engineering Software
Comparisons of some improving strategies on MOPSO for multi-objective (r,Q) inventory system
Expert Systems with Applications: An International Journal
Multi-objective optimization for channel allocation in mobile computing using NSGA-II
International Journal of Network Management
Investigating relevant aspects of MOEAs for protein structures prediction
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
Multiobjective simulation optimisation in software project management
Proceedings of the 13th annual conference on Genetic and evolutionary computation
jMetal: A Java framework for multi-objective optimization
Advances in Engineering Software
MCPR'11 Proceedings of the Third Mexican conference on Pattern recognition
Multi-objective optimization for dynamic single-machine scheduling
ICSI'11 Proceedings of the Second international conference on Advances in swarm intelligence - Volume Part II
Optimal parameter selection for image watermarking using MOGA
PReMI'11 Proceedings of the 4th international conference on Pattern recognition and machine intelligence
A novel multi-objective evolutionary algorithm for shortest path routing problem
International Journal of Communication Networks and Distributed Systems
ICARIS'11 Proceedings of the 10th international conference on Artificial immune systems
Optimization of UPFCs using hierarchical multi-objective optimization algorithms
Analog Integrated Circuits and Signal Processing
Expert Systems with Applications: An International Journal
Bi-objective scheduling for reentrant hybrid flow shop using Pareto genetic algorithm
Computers and Industrial Engineering
A multi-objective endocrine PSO algorithm and application
Applied Soft Computing
Multi-objective genetic-based algorithms for a cross-docking scheduling problem
Applied Soft Computing
Coordination in a two-stage production system: Complexity, conflict and cooperation
Computers and Operations Research
Maxima-finding algorithms for multidimensional samples: A two-phase approach
Computational Geometry: Theory and Applications
Multi-objective particle swarm optimization algorithm based on the disturbance operation
AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part I
The simulation-based multi-objective evolutionary optimization (SIMEON) framework (Work-in-Progress)
Proceedings of the 2011 Symposium on Theory of Modeling & Simulation: DEVS Integrative M&S Symposium
Achieving balance between proximity and diversity in multi-objective evolutionary algorithm
Information Sciences: an International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
A novel group search optimizer for multi-objective optimization
Expert Systems with Applications: An International Journal
Solving multiobjective problems using cat swarm optimization
Expert Systems with Applications: An International Journal
An oriented spanning tree based genetic algorithm for multi-criteria shortest path problems
Applied Soft Computing
Journal of Intelligent Manufacturing
Genetic algorithm based multi-objective reliability optimization in interval environment
Computers and Industrial Engineering
Multi-objective reliability-based optimization with stochastic metamodels
Evolutionary Computation
The convergence of a multi-objective evolutionary algorithm based on grids
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Multiobjective genetic programming for natural language parsing and tagging
PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature
Compressed-objective genetic algorithm
PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature
Discovering predictive variables when evolving cognitive models
ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
Automatic test data generation by multi-objective optimisation
SAFECOMP'06 Proceedings of the 25th international conference on Computer Safety, Reliability, and Security
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
SEAL'06 Proceedings of the 6th international conference on Simulated Evolution And Learning
A new strategy for parameter estimation of dynamic differential equations based on NSGA II
SEAL'06 Proceedings of the 6th international conference on Simulated Evolution And Learning
An improved particle swarm pareto optimizer with local search and clustering
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
An novel artificial immune systems multi-objective optimization algorithm for 0/1 knapsack problems
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
GA SVM wrapper ensemble for keystroke dynamics authentication
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
Polygonal approximation of digital curves using a multi-objective genetic algorithm
GREC'05 Proceedings of the 6th international conference on Graphics Recognition: ten Years Review and Future Perspectives
A quantum inspired evolutionary framework for multi-objective optimization
EPIA'05 Proceedings of the 12th Portuguese conference on Progress in Artificial Intelligence
GISMOO: A new hybrid genetic/immune strategy for multiple-objective optimization
Computers and Operations Research
A hybrid genetic algorithm for multi-objective product plan selection problem with ASP and ALB
Expert Systems with Applications: An International Journal
An effective measure for assessing the quality of biclusters
Computers in Biology and Medicine
PTrace: derivative-free local tracing of bicriterial design tradeoffs
Proceedings of the International Conference on Computer-Aided Design
Comparison of multi-objective optimization methodologies for engineering applications
Computers & Mathematics with Applications
The combative accretion model – multiobjective optimisation without explicit pareto ranking
EMO'05 Proceedings of the Third international conference on Evolutionary Multi-Criterion Optimization
Path relinking in pareto multi-objective genetic algorithms
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 go with the winners algorithm: a preliminary study
EMO'05 Proceedings of the Third international conference on Evolutionary Multi-Criterion Optimization
A multiobjective evolutionary algorithm for deriving final ranking from a fuzzy outranking relation
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
A MOPSO algorithm based exclusively on pareto dominance concepts
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
Expert Systems with Applications: An International Journal
A hybrid self-adjusted memetic algorithm for multi-objective optimization
MICAI'05 Proceedings of the 4th Mexican international conference on Advances in Artificial Intelligence
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
An improved immune genetic algorithm for multiobjective optimization
ICSI'10 Proceedings of the First international conference on Advances in Swarm Intelligence - Volume Part I
Deductive sort and climbing sort: New methods for non-dominated sorting
Evolutionary Computation
Architecture-Driven reliability and energy optimization for complex embedded systems
QoSA'10 Proceedings of the 6th international conference on Quality of Software Architectures: research into Practice - Reality and Gaps
PRIB'06 Proceedings of the 2006 international conference on Pattern Recognition in Bioinformatics
Improving evolutionary multi-objective optimization using genders
ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
Start-Up optimisation of a combined cycle power plant with multiobjective evolutionary algorithms
EvoCOMNET'10 Proceedings of the 2010 international conference on Applications of Evolutionary Computation - Volume Part II
The trade off between diversity and quality for multi-objective workforce scheduling
EvoCOP'06 Proceedings of the 6th European conference on Evolutionary Computation in Combinatorial Optimization
Expert Systems with Applications: An International Journal
Multi-objective optimization using BFO algorithm
ICIC'11 Proceedings of the 7th international conference on Intelligent Computing: bio-inspired computing and applications
AMI Screening Using Linguistic Fuzzy Rules
Journal of Medical Systems
Evolutionary computation and its applications in neural and fuzzy systems
Applied Computational Intelligence and Soft Computing
Computers and Industrial Engineering
Multiobjective optimization methods for congestion management in deregulated power systems
Journal of Electrical and Computer Engineering - Special issue on Applications of Heuristics and Metaheuristics in Power Systems
Expert Systems with Applications: An International Journal
Optimal multiobjective placement of distributed sensors against moving targets
ACM Transactions on Sensor Networks (TOSN)
Multi-objective immune algorithm with Baldwinian learning
Applied Soft Computing
Multiobjective Evolutionary Algorithms for Portfolio Management: A comprehensive literature review
Expert Systems with Applications: An International Journal
Mathematical and Computer Modelling: An International Journal
An NSGA-II algorithm for the green vehicle routing problem
EvoCOP'12 Proceedings of the 12th European conference on Evolutionary Computation in Combinatorial Optimization
EvoApplications'12 Proceedings of the 2012t European conference on Applications of Evolutionary Computation
Transportation policies for single and multi-objective transportation problem using fuzzy logic
Mathematical and Computer Modelling: An International Journal
A hybrid multiobjective evolutionary algorithm: Striking a balance with local search
Mathematical and Computer Modelling: An International Journal
Exploratory study of sorting particle swarm optimizer for multiobjective design optimization
Mathematical and Computer Modelling: An International Journal
Expert Systems with Applications: An International Journal
Applied Stochastic Models in Business and Industry
Architecture-driven reliability optimization with uncertain model parameters
Journal of Systems and Software
Evolutionary multiobjective optimization for green clouds
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
Cooperation and competition in multidisciplinary optimization
Computational Optimization and Applications
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
Computers & Mathematics with Applications
Non-dominated Rank based Sorting Genetic Algorithms
Fundamenta Informaticae
Pareto-efficient hybridization for multi-objective recommender systems
Proceedings of the sixth ACM conference on Recommender systems
BSTBGA: A hybrid genetic algorithm for constrained multi-objective optimization problems
Computers and Operations Research
Expert Systems with Applications: An International Journal
Design of a Fuzzy-based Decision Support System for Coronary Heart Disease Diagnosis
Journal of Medical Systems
Information Sciences: an International Journal
A local multiobjective optimization algorithm using neighborhood field
Structural and Multidisciplinary Optimization
Expert Systems with Applications: An International Journal
Comparing multiobjective swarm intelligence metaheuristics for DNA motif discovery
Engineering Applications of Artificial Intelligence
Identification of Bouc-Wen type models using multi-objective optimization algorithms
Computers and Structures
APNOMS'07 Proceedings of the 10th Asia-Pacific conference on Network Operations and Management Symposium: managing next generation networks and services
A multi-objective approach to solve the location areas problem
TPNC'12 Proceedings of the First international conference on Theory and Practice of Natural Computing
International Journal of Communication Systems
Information Sciences: an International Journal
Expert Systems with Applications: An International Journal
Projective clustering ensembles
Data Mining and Knowledge Discovery
Ordered Incremental Multi-Objective Problem Solving Based on Genetic Algorithms
International Journal of Applied Evolutionary Computation
A Scheduling Model with Multi-Objective Optimization for Computational Grids using NSGA-II
International Journal of Applied Evolutionary Computation
International Journal of Applied Evolutionary Computation
Movement Strategies for Multi-Objective Particle Swarm Optimization
International Journal of Applied Metaheuristic Computing
Management of Bus Driver Duties Using Data Mining
International Journal of Applied Metaheuristic Computing
ICHEA for discrete constraint satisfaction problems
AI'12 Proceedings of the 25th Australasian joint conference on Advances in Artificial Intelligence
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
SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
Identification of multi-resolution network structures with multi-objective immune algorithm
Applied Soft Computing
Impact of different recombination methods in a mutation-specific MOEA for a biochemical application
EvoBIO'13 Proceedings of the 11th European conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
PARA'12 Proceedings of the 11th international conference on Applied Parallel and Scientific Computing
Information Sciences: an International Journal
Multi-objective optimization using teaching-learning-based optimization algorithm
Engineering Applications of Artificial Intelligence
Solving the location areas scheme in realistic networks by using a multi-objective algorithm
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
A multi-objective genetic algorithm for mixed-model assembly line rebalancing
Computers and Industrial Engineering
Refined ranking relations for multi objective optimization andapplication to P-ACO
Proceedings of the 15th annual conference on Genetic and evolutionary computation
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
Expert Systems with Applications: An International Journal
Computers and Industrial Engineering
Improving collaborative filtering-based recommender systems results using Pareto dominance
Information Sciences: an International Journal
Borg: An auto-adaptive many-objective evolutionary computing framework
Evolutionary Computation
Community mining in signed networks: a multiobjective approach
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Proceedings of the 9th International Conference on Predictive Models in Software Engineering
International Journal of Bio-Inspired Computation
Wireless Personal Communications: An International Journal
Enhancing intill sampling criteria for surrogate-based constrained optimization
Journal of Computational Methods in Sciences and Engineering - Special issue on Advances in Simulation-Driven Optimization and Modeling
Fault tolerant embedded systems design by multi-objective optimization
Expert Systems with Applications: An International Journal
Software effort estimation as a multiobjective learning problem
ACM Transactions on Software Engineering and Methodology (TOSEM) - Testing, debugging, and error handling, formal methods, lifecycle concerns, evolution and maintenance
Computers and Industrial Engineering
Dynamic voltage scaling for series hybrid amplifiers
Microelectronics Journal
Computers and Operations Research
Computers and Operations Research
BodyNets '13 Proceedings of the 8th International Conference on Body Area Networks
Robustness in TDMA scheduling for neuron-based molecular communication
BodyNets '13 Proceedings of the 8th International Conference on Body Area Networks
Security Driven Scheduling Model for Computational Grid Using NSGA-II
Journal of Grid Computing
Multi objective outbound logistics network design for a manufacturing supply chain
Journal of Intelligent Manufacturing
Computers and Industrial Engineering
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
Novel multi-objective resource allocation and activity scheduling for fourth party logistics
Computers and Operations Research
A comparative evaluation of multi-objective exploration algorithms for high-level design
ACM Transactions on Design Automation of Electronic Systems (TODAES)
Information and Software Technology
An improved bacterial colony chemotaxis multi-objective optimisation algorithm
International Journal of Computing Science and Mathematics
IDS false alarm reduction using an instance selection KNN-memetic algorithm
International Journal of Metaheuristics
Adaptive heuristic search algorithm for discrete variables based multi-objective optimization
Structural and Multidisciplinary Optimization
Journal of Global Optimization
Synchronous and asynchronous Pareto-based multi-objective Artificial Bee Colony algorithms
Journal of Global Optimization
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
Constraint handling improvements for multiobjective genetic algorithms
Structural and Multidisciplinary Optimization
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
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
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In trying to solve multiobjective optimization problems, many traditional methods scalarize the objective vector into a single objective. In those cases, the obtained solution is highly sensitive to the weight vector used in the scalarization process and demands that the user have knowledge about the underlying problem. Moreover, in solving multiobjective problems, designers may be interested in a set of Pareto-optimal points, instead of a single point. Since genetic algorithms (GAs) work with a population of points, it seems natural to use GAs in multiobjective optimization problems to capture a number of solutions simultaneously. Although a vector evaluated GA (VEGA) has been implemented by Schaffer and has been tried to solve a number of multiobjective problems, the algorithm seems to have bias toward some regions. In this paper, we investigate Goldberg's notion of nondominated sorting in GAs along with a niche and speciation method to find multiple Pareto-optimal points simultaneously. The proof-of-principle results obtained on three problems used by Schaffer and others suggest that the proposed method can be extended to higher dimensional and more difficult multiobjective problems. A number of suggestions for extension and application of the algorithm are also discussed.