Introduction to probability and statistics (7th ed.)
Introduction to probability and statistics (7th ed.)
Evolutionary algorithms in theory and practice: evolution strategies, evolutionary programming, genetic algorithms
Multiple Objective Optimization with Vector Evaluated Genetic Algorithms
Proceedings of the 1st International Conference on Genetic Algorithms
Selective Breeding in a Multiobjective Genetic Algorithm
PPSN V Proceedings of the 5th International Conference 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
Evolutionary Search for Minimal Elements in Partially Ordered Finite Sets
EP '98 Proceedings of the 7th International Conference on Evolutionary Programming VII
An overview of evolutionary algorithms in multiobjective optimization
Evolutionary Computation
Multiobjective evolutionary algorithms: a comparative case studyand the strength Pareto approach
IEEE Transactions on Evolutionary Computation
Particle swarm optimization method in multiobjective problems
Proceedings of the 2002 ACM symposium on Applied computing
Introduction to creative evolutionary systems
Creative evolutionary systems
Recent approaches to global optimization problems through Particle Swarm Optimization
Natural Computing: an international journal
Combining convergence and diversity in evolutionary multiobjective optimization
Evolutionary Computation
A Tabu-Based Exploratory Evolutionary Algorithmfor Multiobjective Optimization
Artificial Intelligence Review
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
Evaluating Multi-criteria Evolutionary Algorithms for Airfoil Optimisation
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
A Memetic Pareto Evolutionary Approach to Artificial Neural Networks
AI '01 Proceedings of the 14th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
A Short Tutorial on Evolutionary Multiobjective Optimization
EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization
Specification of Genetic Search Directions in Cellular Multi-objective Genetic Algorithms
EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization
Reducing Local Optima in Single-Objective Problems by Multi-objectivization
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
Constraint Method-Based Evolutionary Algorithm (CMEA) for Multiobjective Optimization
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
Inferential Performance Assessment of Stochastic Optimisers and the Attainment Function
EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization
Speeding up backpropagation using multiobjective evolutionary algorithms
Neural Computation
An adaptive sharing elitist evolution strategy for multiobjective optimization
Evolutionary Computation
An elitist genetic algorithm for multiobjective optimization
Metaheuristics
Evolutionary Computation - Special issue on magnetic algorithms
A Study on Distribution Preservation Mechanism in Evolutionary Multi-Objective Optimization
Artificial Intelligence Review
Solving Multiobjective Optimization Problems Using an Artificial Immune System
Genetic Programming and Evolvable Machines
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Workshop 6 - Volume 07
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
An effective use of crowding distance in multiobjective particle swarm 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
A Hybrid Multiobjective Evolutionary Algorithm for Solving Vehicle Routing Problem with Time Windows
Computational Optimization and Applications
An efficient approach to unbounded bi-objective archives -: introducing the mak_tree algorithm
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Multi-class ROC analysis from a multi-objective optimisation perspective
Pattern Recognition Letters - Special issue: ROC analysis in pattern recognition
Analysis of a multiobjective evolutionary algorithm on the 0-1 knapsack problem
Theoretical Computer Science
Genetic algorithms to solve the cover printing problem
Computers and Operations Research
Adaptive genetic algorithms applied to dynamic multiobjective problems
Applied Soft Computing
Optimising the flow of experiments to a robot scientist with multi-objective evolutionary algorithms
Proceedings of the 9th annual conference companion on Genetic and evolutionary computation
COSMO: a correlation sensitive mutation operator for multi-objective optimization
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Techniques for highly multiobjective optimisation: some nondominated points are better than others
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Using evolutionary computation and local search to solve multi-objective flexible job shop problems
Proceedings of the 9th annual conference on Genetic and evolutionary computation
An analysis of the effects of population structure on scalable multiobjective optimization problems
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Multi-objective particle swarm optimization on computer grids
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Adaptive salient block-based image retrieval in multi-feature space
Image Communication
Convergence analysis of a self-adaptive multi-objective evolutionary algorithm based on grids
Information Processing Letters
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
Robustness in multi-objective optimization using evolutionary algorithms
Computational Optimization and Applications
Design of an adaptive mutation operator in an electrical load management case study
Computers and Operations Research
Computers and Industrial Engineering
A Pareto archive particle swarm optimization for multi-objective job shop scheduling
Computers and Industrial Engineering
Combining low-level features for semantic extraction in image retrieval
EURASIP Journal on Advances in Signal Processing
International Journal of Computer Applications in Technology
AMCOS'05 Proceedings of the 4th WSEAS International Conference on Applied Mathematics and Computer Science
Non-dominated Rank based Sorting Genetic Algorithms
Fundamenta Informaticae
Bridging sensitivity information to improve the performance of Pareto archived evolution strategy
EC'06 Proceedings of the 7th WSEAS International Conference on Evolutionary Computing
Multi-objective inventory planning using MOPSO and TOPSIS
Expert Systems with Applications: An International Journal
Convergence of stochastic search algorithms to finite size pareto set approximations
Journal of Global Optimization
Using traceless genetic programming for solving multi-objective optimization problems
Journal of Experimental & Theoretical Artificial Intelligence
Multiobjective immune algorithm with nondominated neighbor-based selection
Evolutionary Computation
New Model for Multi-objective Evolutionary Algorithms
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part IV: ICCS 2007
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
A Hybrid Multi-objective Algorithm for Dynamic Vehicle Routing Problems
ICCS '08 Proceedings of the 8th international conference on Computational Science, Part III
Multiobjectivization by Decomposition of Scalar Cost Functions
Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X
Investigations into the Effect of Multiobjectivization in Protein Structure Prediction
Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X
HAIS '08 Proceedings of the 3rd international workshop on Hybrid Artificial Intelligence Systems
An efficient non-dominated sorting method for evolutionary algorithms
Evolutionary Computation
Combining similarity measures in content-based image retrieval
Pattern Recognition Letters
Introduction to Evolutionary Multiobjective Optimization
Multiobjective Optimization
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
Particle swarm optimization with preference order ranking for multi-objective optimization
Information Sciences: an International Journal
EMO '09 Proceedings of the 5th International Conference on Evolutionary Multi-Criterion Optimization
Comparison of MCDM and EMO Approaches in Wastewater Treatment Plan Design
EMO '09 Proceedings of the 5th International Conference on Evolutionary Multi-Criterion Optimization
Expert Systems with Applications: An International Journal
Energy-saving control of greenhouse climate based on MOCC strategy
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
International Journal of Approximate Reasoning
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
A new multi-objective algorithm, pareto archived DDS
Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers
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
Engineering Applications of Artificial Intelligence
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
A Study on Dominance-Based Local Search Approaches for Multiobjective Combinatorial Optimization
SLS '09 Proceedings of the Second International Workshop on Engineering Stochastic Local Search Algorithms. Designing, Implementing and Analyzing Effective Heuristics
Creating Human Activity Recognition Systems Using Pareto-based Multiobjective Optimization
AVSS '09 Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance
A competitive-cooperative coevolutionary paradigm for dynamic multiobjective optimization
IEEE Transactions on Evolutionary Computation - Special issue on computational finance and economics
Constraint handling in multiobjective evolutionary 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
A fast multi-objective evolutionary algorithm based on a tree structure
Applied Soft Computing
Improving the responsiveness of NSGA-II using an adaptive mutation operator: a case study
International Journal of Advanced Intelligence Paradigms
A multi-objective approach to redundancy allocation problem in parallel-series systems
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Multiple trajectory search for unconstrained/constrained multi-objective optimization
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
A Grid Based Cooperative Co-evolutionary Multi-Objective Algorithm
AICI '09 Proceedings of the International Conference on Artificial Intelligence and Computational Intelligence
Engineering Applications of Artificial Intelligence
IEEE Transactions on Fuzzy Systems
Application notes: MEBRA: multiobjective evolutionary-based risk assessment
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
Barebones particle swarm for multi-objective optimisation problems
International Journal of Innovative Computing and Applications
Data Clustering Using Multi-objective Differential Evolution Algorithms
Fundamenta Informaticae
Computing gap free pareto front approximations with stochastic search algorithms
Evolutionary Computation
Bi-objective group scheduling in hybrid flexible flowshop: A multi-phase approach
Expert Systems with Applications: An International Journal
Information Sciences: an International Journal
Multicriteria network design using evolutionary algorithm
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII
IS-PAES: a constraint-handling technique based on multiobjective optimization concepts
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
Schemata-driven multi-objective optimization
EMO'03 Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization
A real-coded predator-prey genetic algorithm for multiobjective 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
The micro genetic algorithm 2: towards online adaptation in evolutionary multiobjective optimization
EMO'03 Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization
The measure of Pareto optima applications to multi-objective metaheuristics
EMO'03 Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization
Multi-objective rectangular packing problem and its applications
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
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
Multiobjective optimization using ideas from the clonal selection principle
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
Use of multiobjective optimization concepts to handle constraints in single-objective optimization
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
Multiobjective evolutionary algorithms on complex networks
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
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
Multi-objective evolutionary algorithms for resource allocation problems
EMO'07 Proceedings of the 4th international conference on Evolutionary multi-criterion optimization
On convergence of multi-objective pareto front: perturbation method
EMO'07 Proceedings of the 4th international conference on Evolutionary multi-criterion optimization
Quantifying the effects of objective space dimension in evolutionary multiobjective 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
Overview of artificial immune systems for multi-objective optimization
EMO'07 Proceedings of the 4th international conference on Evolutionary multi-criterion optimization
Architecting dependable systems IV
GbRPR'07 Proceedings of the 6th IAPR-TC-15 international conference on Graph-based representations in pattern recognition
C-PSA: Constrained Pareto simulated annealing for constrained multi-objective optimization
Information Sciences: an International Journal
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
An improved multi-objective particle swarm optimizer for multi-objective problems
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
Multiobjective prototype optimization with evolved improvement steps
EvoCOP'08 Proceedings of the 8th European conference on Evolutionary computation in combinatorial optimization
A novel method for finding global best guide for multiobjective particle swarm optimization
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
ICNC'09 Proceedings of the 5th international conference on Natural computation
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 2
Environmentally constrained economic dispatch using Pareto archive particle swarm optimisation
International Journal of Systems Science
Engineering Applications of Artificial Intelligence
Improving polyp detection algorithms for CT colonography: Pareto front approach
Pattern Recognition Letters
A favorable weight-based evolutionary algorithm for multiple criteria problems
IEEE Transactions on Evolutionary Computation
Information Sciences: an International Journal
A heuristic non-dominated sorting genetic algorithm-II for satellite-module layout optimisation
International Journal of Computer Applications in Technology
A new mechanism for maintaining diversity of Pareto archive in multi-objective optimization
Advances in Engineering Software
Adaptive, convergent, and diversified archiving strategy for multiobjective evolutionary algorithms
Expert Systems with Applications: An International Journal
A No Free Lunch theorem for multi-objective optimization
Information Processing Letters
An improved multi-objective evolutionary algorithm for the vehicle routing problem with time windows
Computers and Operations Research
Differential evolution for multi-objective optimization with self adaptation
INES'10 Proceedings of the 14th international conference on Intelligent engineering systems
On reducing computational overhead in multi-objective genetic Takagi-Sugeno fuzzy systems
Applied Soft Computing
A study of multiobjective metaheuristics when solving parameter scalable problems
IEEE Transactions on Evolutionary Computation
A territory defining multiobjective evolutionary algorithms and preference incorporation
IEEE Transactions on Evolutionary Computation
Solving multiobjective optimization problem by constraint optimization
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
An interactive territory defining evolutionary algorithm: iTDEA
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
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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
Machine scheduling in custom furniture industry through neuro-evolutionary hybridization
Applied Soft Computing
Expert Systems with Applications: An International Journal
SEAL'10 Proceedings of the 8th international conference on Simulated evolution and learning
SEAL'10 Proceedings of the 8th international conference on Simulated evolution and learning
Improvement of bounded-diameter MST instances with hybridization of multi-objective EA
Proceedings of the 2011 International Conference on Communication, Computing & Security
High-dimensional objective optimizer: An evolutionary algorithm and its nonlinear analysis
Expert Systems with Applications: An International Journal
Multiobjective electricity power dispatch using multiobjective particle swarm optimization
ACOS'06 Proceedings of the 5th WSEAS international conference on Applied computer science
International Journal of Approximate Reasoning
Improving the efficiency of -dominance based grids
Information Sciences: an International Journal
Engineering Applications of Artificial Intelligence
SDMOGA: a new multi-objective genetic algorithm based on objective space divided
ICONIP'06 Proceedings of the 13th international conference on Neural information processing - Volume Part III
Information Sciences: an International Journal
A multiobjective optimization approach to solve a parallel machines scheduling problem
Advances in Artificial Intelligence
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
Adaptive multi-objective differential evolution with stochastic coding strategy
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Establishing integration test orders of classes with several coupling measures
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Using multi-objective metaheuristics to solve the software project scheduling problem
Proceedings of the 13th annual conference on Genetic and evolutionary computation
A multi-objective window optimisation problem
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
A novel multi-objective optimization algorithm based on artificial bee colony
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
jMetal: A Java framework for multi-objective optimization
Advances in Engineering Software
Interpretability of linguistic fuzzy rule-based systems: An overview of interpretability measures
Information Sciences: an International Journal
MCPR'11 Proceedings of the Third Mexican conference on Pattern recognition
A PSO-based hybrid multi-objective algorithm for multi-objective optimization problems
ICSI'11 Proceedings of the Second international conference on Advances in swarm intelligence - Volume Part II
Clustering-based leaders' selection in multi-objective particle swarm optimisation
IDEAL'11 Proceedings of the 12th international conference on Intelligent data engineering and automated learning
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
Maxima-finding algorithms for multidimensional samples: A two-phase approach
Computational Geometry: Theory and Applications
Integration test of classes and aspects with a multi-evolutionary and coupling-based approach
SSBSE'11 Proceedings of the Third international conference on Search based software engineering
An optimal image watermarking approach based on a multi-objective genetic algorithm
Information Sciences: an International Journal
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Information Sciences: 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
A generic framework for regression regionalization in ungauged catchments
Environmental Modelling & Software
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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
Journal of Mathematical Modelling and Algorithms
A parallel micro evolutionary algorithm for heterogeneous computing and grid scheduling
Applied Soft Computing
EA'05 Proceedings of the 7th international conference on Artificial Evolution
Multi-objective blind image fusion
RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology
SEAL'06 Proceedings of the 6th international conference on Simulated Evolution And Learning
An adaptive multi-objective particle swarm optimization for color image fusion
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
SEAL'06 Proceedings of the 6th international conference on Simulated Evolution And Learning
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
Multi-Objective evolutionary algorithm for discovering peptide binding motifs
EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing
An increase web services performance method
ICWE'05 Proceedings of the 5th international conference on Web Engineering
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
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
A scalable multi-objective test problem toolkit
EMO'05 Proceedings of the Third international conference on Evolutionary Multi-Criterion Optimization
Multiple criteria lot-sizing in a foundry using evolutionary algorithms
EMO'05 Proceedings of the Third international conference on Evolutionary Multi-Criterion Optimization
Coevolutionary multi-objective optimization using clustering techniques
MICAI'05 Proceedings of the 4th Mexican international conference on Advances in Artificial Intelligence
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
Design of information granulation-based fuzzy radial basis function neural networks using NSGA-II
ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part I
EC'05 Proceedings of the 3rd European conference on Applications of Evolutionary Computing
Running time analysis of a multiobjective evolutionary algorithm on simple and hard problems
FOGA'05 Proceedings of the 8th international conference on Foundations of Genetic Algorithms
Identification of takagi-sugeno fuzzy systems based on multi-objective genetic algorithms
WILF'05 Proceedings of the 6th international conference on Fuzzy Logic and Applications
A memetic algorithm for the biobjective minimum spanning tree problem
EvoCOP'06 Proceedings of the 6th European conference on Evolutionary Computation in Combinatorial Optimization
Evolutionary computation and its applications in neural and fuzzy systems
Applied Computational Intelligence and Soft Computing
Multi-objective immune algorithm with Baldwinian learning
Applied Soft Computing
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
A novel multiobjective formulation of the robust software project scheduling problem
EvoApplications'12 Proceedings of the 2012t European conference on Applications of Evolutionary Computation
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
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Robust solutions for the software project scheduling problem: a preliminary analysis
International Journal of Metaheuristics
Convergence of set-based multi-objective optimization, indicators and deteriorative cycles
Theoretical Computer Science
Data Clustering Using Multi-objective Differential Evolution Algorithms
Fundamenta Informaticae
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Fundamenta Informaticae
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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
Parallel predator---prey interaction for evolutionary multi-objective optimization
Natural Computing: an international journal
Information Sciences: an International Journal
A local multiobjective optimization algorithm using neighborhood field
Structural and Multidisciplinary Optimization
Multi-objective path planning in discrete space
Applied Soft Computing
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
Engineering Applications of Artificial Intelligence
Ordered Incremental Multi-Objective Problem Solving Based on Genetic Algorithms
International Journal of Applied Evolutionary Computation
International Journal of Applied Evolutionary Computation
New fitness sharing approach for multi-objective genetic algorithms
Journal of Global Optimization
Identification of multi-resolution network structures with multi-objective immune algorithm
Applied Soft Computing
Multi-objective optimization using teaching-learning-based optimization algorithm
Engineering Applications of Artificial Intelligence
Multifeature analysis and semantic context learning for image classification
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Expert Systems with Applications: An International Journal
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Edges of mutually non-dominating sets
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Generalizing the improved run-time complexity algorithm for non-dominated sorting
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
Comparing multi-objective and threshold-moving ROC curve generation for a prototype-based classifier
Proceedings of the 15th annual conference on Genetic and evolutionary computation
On local search for bi-objective knapsack problems
Evolutionary Computation
Borg: An auto-adaptive many-objective evolutionary computing framework
Evolutionary Computation
Semiconductor device design using the BiMADS algorithm
Journal of Computational Physics
International Journal of Bio-Inspired Computation
Computational Optimization and Applications
Multi-criteria scheduling: an agent-based approach for expert knowledge integration
Journal of Scheduling
An efficient multi-objective evolutionary fuzzy system for regression problems
International Journal of Approximate Reasoning
QAR-CIP-NSGA-II: A new multi-objective evolutionary algorithm to mine quantitative association rules
Information Sciences: an International Journal
Information Sciences: an International Journal
Computers and Operations Research
Environmental Modelling & Software
Engineering Applications of Artificial Intelligence
Journal of Computer Security
Energy and locality aware load balancing in cloud computing
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
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Objective space partitioning using conflict information for solving many-objective problems
Information Sciences: an International Journal
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We introduce a simple evolution scheme for multiobjective optimization problems, called the Pareto Archived Evolution Strategy (PAES). We argue that PAES may represent the simplest possible nontrivial algorithm capable of generating diverse solutions in the Pareto optimal set. The algorithm, in its simplest form, is a (1 + 1) evolution strategy employing local search but using a reference archive of previously found solutions in order to identify the approximate dominance ranking of the current and candidate solution vectors. (1 + 1)-PAES is intended to be a baseline approach against which more involved methods may be compared. It may also serve well in some real-world applications when local search seems superior to or competitive with population-based methods. We introduce (1 + λ) and (μ | λ) variants of PAES as extensions to the basic algorithm. Six variants of PAES are compared to variants of the Niched Pareto Genetic Algorithm and the Nondominated Sorting Genetic Algorithm over a diverse suite of six test functions. Results are analyzed and presented using techniques that reduce the attainment surfaces generated from several optimization runs into a set of univariate distributions. This allows standard statistical analysis to be carried out for comparative purposes. Our results provide strong evidence that PAES performs consistently well on a range of multiobjective optimization tasks.