Multiobjective evolutionary algorithms: classifications, analyses, and new innovations

Multiobjective optimization with messy genetic algorithms

SAC '00 Proceedings of the 2000 ACM symposium on Applied computing - Volume 1

Linkage-learning genetic algorithm application to the protein structure prediction problem

Proceedings of the 2001 ACM symposium on Applied computing

Issues in parallelizing multiobjective evolutionary algorithms for real world applications

Proceedings of the 2002 ACM symposium on Applied computing

Improved sampling of the Pareto-front in multiobjective genetic optimizations by steady-state evolution: a Pareto converging genetic algorithm

Evolutionary Computation

On the Use of Pairwise Comparison of Hypotheses in Evolutionary Learning Applied to Learning from Visual Examples

MLDM '01 Proceedings of the Second International Workshop on Machine Learning and Data Mining in Pattern Recognition

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

Running Time Analysis of Multi-objective Evolutionary Algorithms on a Simple Discrete Optimization Problem

PPSN VII Proceedings of the 7th International Conference on Parallel Problem Solving from Nature

A Short Tutorial on Evolutionary Multiobjective Optimization

EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization

A Statistical Comparison of Multiobjective Evolutionary Algorithms Including the MOMGA-II

EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization

MOLeCS: Using Multiobjective Evolutionary Algorithms for Learning

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

On the Effects of Archiving, Elitism, and Density Based Selection in Evolutionary Multi-objective Optimization

EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization

Performance of Multiple Objective Evolutionary Algorithms on a Distribution System Design Problem - Computational Experiment

EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization

Multiobjective evolutionary algorithms in pump scheduling optimisation

ICECT'03 Proceedings of the third international conference on Engineering computational technology

Feature selection in data mining

Data mining

Genetic diversity as an objective in multi-objective evolutionary algorithms

Evolutionary Computation

A Post-Optimality Analysis Algorithm for Multi-Objective Optimization

Computational Optimization and Applications

Application of genetic algorithms to lubrication pump stacking design

Journal of Computational and Applied Mathematics - Special issue: Selected papers from the 2nd international conference on advanced computational methods in engineering (ACOMEN2002) Liege University, Belgium, 27-31 May 2002

Telecommunication network design with parallel multi-objective evolutionary algorithms

LANC '03 Proceedings of the 2003 IFIP/ACM Latin America conference on Towards a Latin American agenda for network research

Solving Multiobjective Optimization Problems Using an Artificial Immune System

Genetic Programming and Evolvable Machines

Multi-objective pump scheduling optimisation using evolutionary strategies

Advances in Engineering Software - Special issue on evolutionary optimization of engineering problems

An enhanced approach for shape optimization using an adaptive algorithm

Finite Elements in Analysis and Design

Performance space modeling for hierarchical synthesis of analog integrated circuits

Proceedings of the 42nd annual Design Automation Conference

Performance assessment of an artificial immune system multiobjective optimizer by two improved metrics

GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation

Multiobjective Evolutionary Algorithms: Analyzing the State-of-the-Art

Evolutionary Computation

Multiobjective Satisfaction within an Interactive Evolutionary Design Environment

Evolutionary Computation

Efficient and Scalable Pareto Optimization by Evolutionary Local Selection Algorithms

Evolutionary Computation

Ideal Evaluation from Coevolution

Evolutionary Computation

A Hybrid Multiobjective Evolutionary Algorithm for Solving Vehicle Routing Problem with Time Windows

Computational Optimization and Applications

Incorporating directional information within a differential evolution algorithm for multi-objective optimization

Proceedings of the 8th annual conference on Genetic and evolutionary computation

Multi-objective test problems, linkages, and evolutionary methodologies

Proceedings of the 8th annual conference on Genetic and evolutionary computation

Generation of yield-aware Pareto surfaces for hierarchical circuit design space exploration

Proceedings of the 43rd annual Design Automation Conference

Hashing based traffic partitioning in a multicast-multipath MPLS network model

LANC '05 Proceedings of the 3rd international IFIP/ACM Latin American conference on Networking

Multi-objective optimization scheme for multicast flows: a survey, a model and a MOEA solution

LANC '05 Proceedings of the 3rd international IFIP/ACM Latin American conference on Networking

Three new metrics to measure the convergence of metaheuristics towards the Pareto frontier and the aesthetic of a set solutions in biobjective optimization

Computers and Operations Research

Development of a soft computing-based framework for engineering design optimisation with quantitative and qualitative search spaces

Applied Soft Computing

The bi-objective covering tour problem

Computers and Operations Research

A hybrid method for solving multi-objective global optimization problems

Journal of Global Optimization

Effects of the use of non-geometric binary crossover on evolutionary multiobjective optimization

Proceedings of the 9th annual conference on Genetic and evolutionary computation

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

Finding preferred subsets of Pareto optimal solutions

Computational Optimization and Applications

Optimising an inductor circuit and a two-stage operational transconductance amplifier using evolutionary and classical algorithms

International Journal of Computational Science and Engineering

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

Routing and wavelength assignment over WDM optical networks: a comparison between MOACOs and classical approaches

Proceedings of the 4th international IFIP/ACM Latin American conference on Networking

G-Metric: an M-ary quality indicator for the evaluation of non-dominated sets

Proceedings of the 10th annual conference on Genetic and evolutionary computation

Objective reduction using a feature selection technique

Proceedings of the 10th annual conference on Genetic and evolutionary computation

Hybridizing surrogate techniques, rough sets and evolutionary algorithms to efficiently solve multi-objective optimization problems

Proceedings of the 10th annual conference on Genetic and evolutionary computation

Multiobjective immune algorithm with nondominated neighbor-based selection

Evolutionary Computation

A New Model Based Multi-objective PSO Algorithm

Computational Intelligence and Security

Techniques for Maintaining Population Diversity in Classical and Agent-Based Multi-objective Evolutionary Algorithms

ICCS '07 Proceedings of the 7th international conference on Computational Science, Part II

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

MOBAIS: A Bayesian Artificial Immune System for Multi-Objective Optimization

ICARIS '08 Proceedings of the 7th international conference on Artificial Immune Systems

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

Team Algorithms Based on Ant Colony Optimization --- A New Multi-Objective Optimization Approach

Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X

A Proposal to Hybridize Multi-Objective Evolutionary Algorithms with Non-gradient Mathematical Programming Techniques

Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X

Quality Assessment of Pareto Set Approximations

Multiobjective Optimization

Local models--an approach to distributed multi-objective optimization

Computational Optimization and Applications

Reserve-constrained multiarea environmental/economic dispatch based on particle swarm optimization with local search

Engineering Applications of Artificial Intelligence

Aerodynamic optimization via multi-objective micro-genetic algorithm with range adaptation, knowledge-based reinitialization, crowding and ε-dominance

Advances in Engineering Software

A Diversity Management Operator for Evolutionary Many-Objective Optimisation

EMO '09 Proceedings of the 5th International Conference on Evolutionary Multi-Criterion Optimization

Multi-Objective Multicast Routing based on Ant Colony Optimization

Proceedings of the 2005 conference on Artificial Intelligence Research and Development

Solving the GMM-model with a MOEA

Proceedings of the 2005 conference on Artificial Intelligence Research and Development

Study of preference relations in many-objective optimization

Proceedings of the 11th Annual conference on Genetic and evolutionary computation

Improving NSGA-II with an adaptive mutation operator

Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers

Performance Measures for Dynamic Multi-Objective Optimization

IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence

Multi-objective Optimization Technique Based on Co-evolutionary Interactions in Multi-agent System

Proceedings of the 2007 EvoWorkshops 2007 on EvoCoMnet, EvoFIN, EvoIASP,EvoINTERACTION, EvoMUSART, EvoSTOC and EvoTransLog: Applications of Evolutionary Computing

WBMOAIS: A novel artificial immune system for multiobjective optimization

Computers and Operations Research

Quality assessment of multiobjective optimisation algorithms in component deployment

Proceedings of the doctoral symposium for ESEC/FSE on Doctoral symposium

An improved Non-dominated Sorting Genetic Algorithm-II (ANSGA-II) with adaptable parameters

International Journal of Intelligent Systems Technologies and Applications

Crowded comparison operators for constraints handling in NSGA-II for optimal design of the compensation system in electrical distribution networks

Advanced Engineering Informatics

Localization for solving noisy multi-objective optimization problems

Evolutionary Computation

Multi-objective optimization based on ant colony optimization in grid over optical burst switching networks

Expert Systems with Applications: An International Journal

A dominance-based stability measure for multi-objective evolutionary algorithms

CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation

Development and investigation of efficient GA/PSO-hybrid algorithm applicable to real-world design optimization

CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation

Why Unary Quality Indicators Are Not Inferior to Binary Quality Indicators

MICAI '09 Proceedings of the 8th Mexican International Conference on Artificial Intelligence

Multiobjective Constriction Particle Swarm Optimization and Its Performance Evaluation

ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence

Two-phase sub population genetic algorithm for parallel machine-scheduling problem

Expert Systems with Applications: An International Journal

An enhanced approach for shape optimization using an adaptive algorithm

Finite Elements in Analysis and Design

A parallel genetic algorithm in multi-objective optimization

CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference

Development and investigation of efficient GA/PSO-hybrid algorithm applicable to real-world design optimization

IEEE Computational Intelligence Magazine

Barebones particle swarm for multi-objective optimisation problems

International Journal of Innovative Computing and Applications

Assessing solution quality of biobjective 0-1 knapsack problem using evolutionary and heuristic algorithms

Applied Soft Computing

Is fitness inheritance useful for real-world applications?

EMO'03 Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization

No free lunch and free leftovers theorems for multiobjective optimisation problems

EMO'03 Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization

Minimal sets of quality metrics

EMO'03 Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization

Multiobjective evolutionary algorithms applied to the rehabilitation of a water distribution system: a comparative study

EMO'03 Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization

Different multi-objective evolutionary programming approaches for detecting computer network attacks

EMO'03 Proceedings of the 2nd 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

The hypervolume indicator revisited: on the design of pareto-compliant indicators via weighted integration

EMO'07 Proceedings of the 4th international conference on Evolutionary multi-criterion optimization

The multiple multi objective problem: definition, solution and evaluation

EMO'07 Proceedings of the 4th international conference on Evolutionary multi-criterion optimization

Multi-objective optimization for inventory control in two-level assembly systems under uncertainty of lead times

Computers and Operations Research

G-indicator: an m-ary quality indicator for the evaluation of non-dominated sets

MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence

Population-based ant colony optimisation for multi-objective function optimisation

ACAL'07 Proceedings of the 3rd Australian conference on Progress in artificial life

Exploiting molecular dynamics for multi-objective optimization

Expert Systems with Applications: An International Journal

An improved multi-objective particle swarm optimizer for multi-objective problems

Expert Systems with Applications: An International Journal

Environmentally constrained economic dispatch using Pareto archive particle swarm optimisation

International Journal of Systems Science

HCS: a new local search strategy for memetic multiobjective evolutionary algorithms

IEEE Transactions on Evolutionary Computation

Generalizing surrogate-assisted evolutionary computation

IEEE Transactions on Evolutionary Computation

A sphere-dominance based preference immune-inspired algorithm for dynamic multi-objective optimization

Proceedings of the 12th annual conference on Genetic and evolutionary computation

Some comments on GD and IGD and relations to the Hausdorff distance

Proceedings of the 12th annual conference companion on Genetic and evolutionary computation

An effective hybrid multi-objective genetic algorithm for bi-criteria scheduling on a single batch processing machine with non-identical job sizes

Engineering Applications of Artificial Intelligence

Theoretical and practical fundamentals for multi-objective optimisation in resource-constrained project scheduling problems

Computers and Operations Research

Solving the musical orchestration problem using multiobjective constrained optimization with a genetic local search approach

Journal of Heuristics

Simultaneous concept-based evolutionary multi-objective optimization

Applied Soft Computing

Incorporating the notion of relative importance of objectives in evolutionary multiobjective optimization

IEEE Transactions on Evolutionary Computation

A memetic algorithm with non gradient-based local search assisted by a meta-model

PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part I

Diversity improvement by non-geometric binary crossover in evolutionary multiobjective optimization

IEEE Transactions on Evolutionary Computation

Optimization of an established multi-objective delivering problem by an improved hybrid algorithm

Expert Systems with Applications: An International Journal

Comparative application of multi-objective evolutionary algorithms to the voltage and reactive power optimization problem in power systems

SEAL'10 Proceedings of the 8th international conference on Simulated evolution and learning

Reliability-driven deployment optimization for embedded systems

Journal of Systems and Software

Hype: An algorithm for fast hypervolume-based many-objective optimization

Evolutionary Computation

Generalized multiobjective multitree model solution using MOEA

EC'05 Proceedings of the 6th WSEAS international conference on Evolutionary computing

A multiobjective optimization approach to solve a parallel machines scheduling problem

Advances in Artificial Intelligence

Tactical vehicle fleet mix optimization

Proceedings of the 2010 Summer Computer Simulation Conference

Integrated circuit optimization by means of evolutionary multi-objective optimization

Proceedings of the 13th annual conference on Genetic and evolutionary computation

Spanning the pareto front of a counter radar detection problem

Proceedings of the 13th annual conference on Genetic and evolutionary computation

Adaptive shifting of auxiliary strategies over three formulations of multicast routing problem

Proceedings of the 13th annual conference companion on Genetic and evolutionary computation

A multi-objective endocrine PSO algorithm and application

Applied Soft Computing

Extraction of decision alternatives in construction management projects: Application and adaptation of NSGA-II and MOPSO

Expert Systems with Applications: An International Journal

Solving multiobjective problems using cat swarm optimization

Expert Systems with Applications: An International Journal

Differential evolution based on ε-domination and orthogonal design method for power environmentally-friendly dispatch

Expert Systems with Applications: An International Journal

A new proposal for multiobjective optimization using particle swarm optimization and rough sets theory

PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature

A multi-objective particle swarm optimizer hybridized with scatter search

MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence

A co-evolutionary particle swarm optimization-based method for multiobjective optimization

AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence

Intelligent multiobjective particle swarm optimization based on AER model

EPIA'05 Proceedings of the 12th Portuguese conference on Progress in Artificial Intelligence

Initial population construction for convergence improvement of MOEAs

EMO'05 Proceedings of the Third international conference on Evolutionary Multi-Criterion Optimization

Recombination of similar parents in EMO algorithms

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

Comparison between lamarckian and baldwinian repair on multiobjective 0/1 knapsack problems

EMO'05 Proceedings of the Third international conference on Evolutionary Multi-Criterion Optimization

The naive MIDEA: a baseline multi-objective EA

EMO'05 Proceedings of the Third international conference on Evolutionary Multi-Criterion Optimization

Multiobjective EA approach for improved quality of solutions for spanning tree problem

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

Multiple semi-flexible 3d superposition of drug-sized molecules

CompLife'05 Proceedings of the First international conference on Computational Life Sciences

SIFT-SS: an advanced steady-state multi-objective genetic fuzzy system

HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part II

Multiobjective optimization by a modified artificial immune system algorithm

ICARIS'05 Proceedings of the 4th international conference on Artificial Immune Systems

A hybrid dynamic multi-objective immune optimization algorithm using prediction strategy and improved differential evolution crossover operator

ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II

A web service composition algorithm based on global qos optimizing with MOCACO

ICA3PP'10 Proceedings of the 10th international conference on Algorithms and Architectures for Parallel Processing - Volume Part II

Self-adaptation techniques applied to multi-objective evolutionary algorithms

LION'05 Proceedings of the 5th international conference on Learning and Intelligent Optimization

Optimal multiobjective placement of distributed sensors against moving targets

ACM Transactions on Sensor Networks (TOSN)

A new multi-objective evolutionary algorithm based on a performance assessment indicator

Proceedings of the 14th annual conference on Genetic and evolutionary computation

The lay of the land: a brief survey of problem understanding

Proceedings of the 14th annual conference companion on Genetic and evolutionary computation

Non-dominated Rank based Sorting Genetic Algorithms

Fundamenta Informaticae

Multi-objective optimal reactive power dispatch considering voltage stability in power systems using HFMOEA

Engineering Applications of Artificial Intelligence

A New Multiple Objective Evolutionary Algorithm for Reliability Optimization of Series-Parallel Systems

International Journal of Applied Evolutionary Computation

A preference multi-objective optimization based on adaptive rank clone and differential evolution

Natural Computing: an international journal

Analysis of key installation protection using computerized red teaming

ACSC '11 Proceedings of the Thirty-Fourth Australasian Computer Science Conference - Volume 113

Achieving super-linear performance in parallel multi-objective evolutionary algorithms by means of cooperative coevolution

Computers and Operations Research

Selection of initial designs for multi-objective optimization using classification and regression tree

Structural and Multidisciplinary Optimization

Synchronous and asynchronous Pareto-based multi-objective Artificial Bee Colony algorithms

Journal of Global Optimization

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

A multi-objective evolutionary approach for fuzzy optimization in production planning

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology