Genetic algorithms with sharing for multimodal function optimization
Proceedings of the Second International Conference on Genetic Algorithms on Genetic algorithms and their application
An investigation of niche and species formation in genetic function optimization
Proceedings of the third international conference on Genetic algorithms
Some guidelines for genetic algorithms with penalty functions
Proceedings of the third international conference on Genetic algorithms
Soviet multi-objective mathematical programming methods: an overview
Management Science
Adaptation in natural and artificial systems
Adaptation in natural and artificial systems
Genetic programming: on the programming of computers by means of natural selection
Genetic programming: on the programming of computers by means of natural selection
Genetic algorithms + data structures = evolution programs (2nd, extended ed.)
Genetic algorithms + data structures = evolution programs (2nd, extended ed.)
Evolution program for bicriteria transportation problem
ICC&IE-94 Selected papers from the 16th annual conference on Computers and industrial engineering
Solving bicriteria solid transportation problem with fuzzy numbers by a genetic algorithm
ICC&IE '94 Proceedings of the 17th international conference on Computers and industrial engineering
An introduction to genetic algorithms
An introduction to genetic algorithms
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Multicriterion Optimisation in Engineering
Multicriterion Optimisation in Engineering
Numerical Optimization of Computer Models
Numerical Optimization of Computer Models
Genetic Algorithms
Multidimensional Optimization with a Fuzzy Genetic Algorithm
Journal of Heuristics
Multiple Objective Optimization with Vector Evaluated Genetic Algorithms
Proceedings of the 1st International Conference on Genetic Algorithms
Compaction of Symbolic Layout Using Genetic Algorithms
Proceedings of the 1st International Conference on Genetic Algorithms
Using Genetic Algorithms in Engineering Design Optimization with Non-Linear Constraints
Proceedings of the 5th International Conference on Genetic Algorithms
Proceedings of the 5th International Conference on Genetic Algorithms
Genetic Algorithms for Multiobjective Optimization: FormulationDiscussion and Generalization
Proceedings of the 5th International Conference on Genetic Algorithms
A Parallel Genetic Algorithm for Multiobjective Microprocessor Design
Proceedings of the 6th International Conference on Genetic Algorithms
A Variant of Evolution Strategies for Vector Optimization
PPSN I Proceedings of the 1st Workshop on Parallel Problem Solving from Nature
Multi-Objective Optimization by Means of the Thermodynamical Genetic Algorithm
PPSN IV Proceedings of the 4th 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
A Multi-objective Approach to Constrained Optimisation of Gas Supply Networks: the COMOGA Method
Selected Papers from AISB Workshop on Evolutionary Computing
An empirical study of evolutionary techniques for multiobjective optimization in engineering design
An empirical study of evolutionary techniques for multiobjective optimization in engineering design
An overview of evolutionary algorithms in multiobjective optimization
Evolutionary Computation
Barrier Trees on Poset-Valued Landscapes
Genetic Programming and Evolvable Machines
An Immunological Approach to Combinatorial Optimization Problems
IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence
Multi-Objective Methods for Tree Size Control
Genetic Programming and Evolvable Machines
Multi-objective evolutionary algorithms: introducing bias among Pareto-optimal solutions
Advances in evolutionary computing
Metaheuristics in combinatorial optimization: Overview and conceptual comparison
ACM Computing Surveys (CSUR)
Designing BGP-based outbound traffic engineering techniques for stub ASes
ACM SIGCOMM Computer Communication Review
Evolutionary Rule Mining in Time Series Databases
Machine Learning
Ideal Evaluation from Coevolution
Evolutionary Computation
Decision Support Systems - Special issue: Intelligence and security informatics
A genetic algorithm for a bi-objective capacitated arc routing problem
Computers and Operations Research
"ONE" a new tool for supply chain network optimization and simulation
WSC '04 Proceedings of the 36th conference on Winter simulation
A cumulative evidential stopping criterion for multiobjective optimization evolutionary algorithms
Proceedings of the 9th annual conference companion on Genetic and evolutionary computation
A cumulative evidential stopping criterion for multiobjective optimization evolutionary algorithms
Proceedings of the 9th annual conference on Genetic and evolutionary computation
MOCDEX: multiprocessor on chip multiobjective design space exploration with direct execution
EURASIP Journal on Embedded Systems
Optimal security hardening using multi-objective optimization on attack tree models of networks
Proceedings of the 14th ACM conference on Computer and communications security
Finding alternatives and reduced formulations for process-based models
Evolutionary Computation
International Journal of Computer Applications in Technology
Technical market indicators optimization using evolutionary algorithms
Proceedings of the 10th annual conference companion on Genetic and evolutionary computation
Searching for resource-efficient programs: low-power pseudorandom number generators
Proceedings of the 10th annual conference on Genetic and evolutionary computation
IEEE/ACM Transactions on Networking (TON)
Log-polar mapping template design: From task-level requirements to geometry parameters
Image and Vision Computing
International Journal of Computer Integrated Manufacturing - Industrial Engineering and Systems Management
Seeking the Pareto front for multiobjective spatial optimization problems
International Journal of Geographical Information Science
PID control of MIMO process based on rank niching genetic algorithm
Applied Intelligence
Locating the critical failure surface in a slope stability analysis by genetic algorithm
Applied Soft Computing
A generic multi-dimensional feature extraction method using multiobjective genetic programming
Evolutionary Computation
Recommender system for software project planning one application of revised CBR algorithm
Expert Systems with Applications: An International Journal
Engineering Applications of Artificial Intelligence
A stopping criterion based on Kalman estimation techniques with several progress indicators
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Multi-objective Supply Chain Optimization: An Industrial Case Study
Proceedings of the 2007 EvoWorkshops 2007 on EvoCoMnet, EvoFIN, EvoIASP,EvoINTERACTION, EvoMUSART, EvoSTOC and EvoTransLog: Applications of Evolutionary Computing
A Cluster-Based Mobility Model for Intelligent Nodes
ICCSA '09 Proceedings of the International Conference on Computational Science and Its Applications: Part I
An improved Non-dominated Sorting Genetic Algorithm-II (ANSGA-II) with adaptable parameters
International Journal of Intelligent Systems Technologies and Applications
Development of an engine crankshaft in a framework of computer-aided innovation
Computers in Industry
Multiobjective optimization problems with complicated Pareto sets, MOEA/D and NSGA-II
IEEE Transactions on Evolutionary Computation
Evolving best-response strategies for market-driven agents using aggregative fitness GA
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
A portfolio optimization model with three objectives and discrete variables
Computers and Operations Research
Evolutionary computation and structural design: A survey of the state-of-the-art
Computers and Structures
Enhancing MOEA/D with guided mutation and priority update for multi-objective optimization
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Designing a multilayer microwave heating device using a multiobjective genetic algorithm
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Decision Support Systems - Special issue: Intelligence and security informatics
The influence of mutation on population dynamics in multiobjective genetic programming
Genetic Programming and Evolvable Machines
Closed-loop evolutionary multiobjective optimization
IEEE Computational Intelligence Magazine
A specialized island model and its application in multiobjective optimization
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII
Multiobjective capacitated arc routing problem
EMO'03 Proceedings of the 2nd 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
Multi-objective genetic programming for improving the performance of TCP
EuroGP'07 Proceedings of the 10th European conference on Genetic programming
Development and evaluation of an intelligent colour planning support system for townscapes
IEA/AIE'07 Proceedings of the 20th international conference on Industrial, engineering, and other applications of applied intelligent systems
Generalized schemata theorem incorporating twin removal for protein structure prediction
PRIB'07 Proceedings of the 2nd IAPR international conference on Pattern recognition in bioinformatics
High performance computing for dynamic multi-objective optimisation
International Journal of High Performance Systems Architecture
A generic optimising feature extraction method using multiobjective genetic programming
Applied Soft Computing
From local search to global conclusions: migrating spin glass-based distributed portfolio selection
IEEE Transactions on Evolutionary Computation
IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing
Twin Removal in Genetic Algorithms for Protein Structure Prediction Using Low-Resolution Model
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
SEAL'10 Proceedings of the 8th international conference on Simulated evolution and learning
Optimized traffic flow assignment in multi-homed, multi-radio mobile hosts
Computer Networks: The International Journal of Computer and Telecommunications Networking
Multi-objective optimization with artificial weed colonies
Information Sciences: an International Journal
Expert Systems with Applications: An International Journal
BSN: An automatic generation algorithm of social network data
Journal of Systems and Software
Multi-objective genetic synthesis of software architecture
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Efficient Optimization of Reliable Two-Node Connected Networks: A Biobjective Approach
INFORMS Journal on Computing
Weighting Efficient Accuracy and Minimum Sensitivity for Evolving Multi-Class Classifiers
Neural Processing Letters
A novel group search optimizer for multi-objective optimization
Expert Systems with Applications: An International Journal
A recommender mechanism based on case-based reasoning
Expert Systems with Applications: An International Journal
Discovering predictive variables when evolving cognitive models
ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I
Multi-objective hybrid evolutionary algorithms for radial basis function neural network design
Knowledge-Based Systems
An approach to off-line inter-domain qos-aware resource optimization
NETWORKING'06 Proceedings of the 5th international IFIP-TC6 conference on Networking Technologies, Services, and Protocols; Performance of Computer and Communication Networks; Mobile and Wireless Communications Systems
Modelling the human visual process by evolving images from noise
IWICPAS'06 Proceedings of the 2006 Advances in Machine Vision, Image Processing, and Pattern Analysis international conference on Intelligent Computing in Pattern Analysis/Synthesis
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
Mathematical and Computer Modelling: An International Journal
A Scheduling Model with Multi-Objective Optimization for Computational Grids using NSGA-II
International Journal of Applied Evolutionary Computation
Scalability of population-based search heuristics for many-objective optimization
EvoApplications'13 Proceedings of the 16th European conference on Applications of Evolutionary Computation
Information Sciences: an International Journal
A comparative evaluation of multi-objective exploration algorithms for high-level design
ACM Transactions on Design Automation of Electronic Systems (TODAES)
An efficient dynamic load balancing algorithm
Computational Mechanics
Journal of Computer Security
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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After using evolutionary techniques for single-objective optimization during more than two decades, the incorporation of more than one objective in the fitness function has finally become a popular area of research. As a consequence, many new evolutionary-based approaches and variations of existing techniques have recently been published in the technical literature. The purpose of this paper is to summarize and organize the information on these current approaches, emphasizing the importance of analyzing the operations research techniques in which most of them are based, in an attempt to motivate researchers to look into these mathematical programming approaches for new ways of exploiting the search capabilities of evolutionary algorithms. Furthermore, a summary of the main algorithms behind these approaches is provided, together with a brief criticism that includes their advantages and disadvantages, degree of applicability, and some known applications. Finally, further trends in this area and some possible paths for further research are also addressed.