Carlos A. Coello Coello

According to our database1, Carlos A. Coello Coello authored at least 406 papers between 1994 and 2020.

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Awards

IEEE Fellow

IEEE Fellow 2011, "For contributions to multi-objective optimization and constraint-handling techniques".

Timeline

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Bibliography

2020
A Parallel Island Model for Hypervolume-Based Many-Objective Optimization.
Proceedings of the High-Performance Simulation-Based Optimization, 2020

2019
An Effective Ensemble Framework for Multiobjective Optimization.
IEEE Trans. Evolutionary Computation, 2019

A Review of Features and Limitations of Existing Scalable Multiobjective Test Suites.
IEEE Trans. Evolutionary Computation, 2019

A Clustering-Based Evolutionary Algorithm for Many-Objective Optimization Problems.
IEEE Trans. Evolutionary Computation, 2019

Reliable Link Inference for Network Data With Community Structures.
IEEE Trans. Cybernetics, 2019

Fuzzy Rule-Based Design of Evolutionary Algorithm for Optimization.
IEEE Trans. Cybernetics, 2019

Handling uncertainty through confidence intervals in portfolio optimization.
Swarm and Evolutionary Computation, 2019

Bio-inspired computation: Where we stand and what's next.
Swarm and Evolutionary Computation, 2019

A divide-and-conquer based efficient non-dominated sorting approach.
Swarm and Evolutionary Computation, 2019

A novel multi-objective evolutionary algorithm with dynamic decomposition strategy.
Swarm and Evolutionary Computation, 2019

A novel approach to select the best portfolio considering the preferences of the decision maker.
Swarm and Evolutionary Computation, 2019

Evolutionary-based tailoring of synthetic instances for the Knapsack problem.
Soft Comput., 2019

Multi-method based algorithm for multi-objective problems under uncertainty.
Inf. Sci., 2019

Parallelism in divide-and-conquer non-dominated sorting: a theoretical study considering the PRAM-CREW model.
J. Heuristics, 2019

IEEE CIS VP-Members Activities Vision Statement [Society Briefs].
IEEE Comp. Int. Mag., 2019

A hybridized angle-encouragement-based decomposition approach for many-objective optimization problems.
Appl. Soft Comput., 2019

A novel multi-objective immune algorithm with a decomposition-based clonal selection.
Appl. Soft Comput., 2019

A Co-Evolutionary Scheme for Multi-Objective Evolutionary Algorithms Based on $\epsilon$ -Dominance.
IEEE Access, 2019

On the construction of pareto-compliant quality indicators.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Convergence and diversity analysis of indicator-based multi-objective evolutionary algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019

Operational decomposition for large scale multi-objective optimization problems.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

CRI-EMOA: A Pareto-Front Shape Invariant Evolutionary Multi-objective Algorithm.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2019

Evolutionary Algorithm for Project Scheduling under Irregular Resource Changes.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Parallel Best Order Sort for Non-dominated Sorting: A Theoretical Study Considering the PRAM-CREW Model.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

An Approach for Non-domination Level Update Problem in Steady-State Evolutionary Algorithms With Parallelism.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

The g̑-dominance Relation for Preference-Based Evolutionary Multi-Objective Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

A Simple and Effective Termination Condition for Both Single- and Multi-Objective Evolutionary Algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

On the Cooperation of Multiple Indicator-based Multi-Objective Evolutionary Algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018
Multi-objective Optimization.
Proceedings of the Handbook of Heuristics., 2018

Particle Swarm Optimization With a Balanceable Fitness Estimation for Many-Objective Optimization Problems.
IEEE Trans. Evolutionary Computation, 2018

Coevolutionary Multiobjective Evolutionary Algorithms: Survey of the State-of-the-Art.
IEEE Trans. Evolutionary Computation, 2018

A Diversity-Enhanced Resource Allocation Strategy for Decomposition-Based Multiobjective Evolutionary Algorithm.
IEEE Trans. Cybernetics, 2018

GBOS: Generalized Best Order Sort algorithm for non-dominated sorting.
Swarm and Evolutionary Computation, 2018

Advances in Evolutionary Multi-objective Optimization.
Swarm and Evolutionary Computation, 2018

Adaptation of operators and continuous control parameters in differential evolution for constrained optimization.
Soft Comput., 2018

Evolutionary many-objective optimization based on linear assignment problem transformations.
Soft Comput., 2018

An adaptive immune-inspired multi-objective algorithm with multiple differential evolution strategies.
Inf. Sci., 2018

Finding short and implementation-friendly addition chains with evolutionary algorithms.
J. Heuristics, 2018

Enhancing Selection Hyper-heuristics via Feature Transformations.
CoRR, 2018

Multiobjective Personalized Recommendation Algorithm Using Extreme Point Guided Evolutionary Computation.
Complexity, 2018

MC2ESVM: Multiclass Classification Based on Cooperative Evolution of Support Vector Machines.
IEEE Comp. Int. Mag., 2018

Enhancing Selection Hyper-Heuristics via Feature Transformations.
IEEE Comp. Int. Mag., 2018

Studying the Effect of Robustness Measures in Offline Parameter Tuning for Estimating the Performance of MOEA/D.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

An Adaptive Recombination-Based Extension of the iMOACOR Algorithm.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Extending the Speed-Constrained Multi-objective PSO (SMPSO) with Reference Point Based Preference Articulation.
Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

Use of Reference Point Sets in a Decomposition-Based Multi-Objective Evolutionary Algorithm.
Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

Towards a More General Many-objective Evolutionary Optimizer.
Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

Tailoring Instances of the 1D Bin Packing Problem for Assessing Strengths and Weaknesses of Its Solvers.
Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

Cooperative multi-objective evolutionary support vector machines for multiclass problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018

Studying the effect of techniques to generate reference vectors in many-objective optimization.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

An improved version of a reference-based multi-objective evolutionary algorithm based on IGD+.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018

Towards a more general many-objective evolutionary optimizer using multi-indicator density estimation.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

A multi-objective evolutionary hyper-heuristic based on multiple indicator-based density estimators.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018

Collaborative and Adaptive Strategies of Different Scalarizing Functions in MOEA/D.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

P-ENS: Parallelism in Efficient Non-Dominated Sorting.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

A Cooperative Opposite-Inspired Learning Strategy for Ant-Based Algorithms.
Proceedings of the Swarm Intelligence - 11th International Conference, 2018

2017
An Evolutionary Multiobjective Model and Instance Selection for Support Vector Machines With Pareto-Based Ensembles.
IEEE Trans. Evolutionary Computation, 2017

An External Archive-Guided Multiobjective Particle Swarm Optimization Algorithm.
IEEE Trans. Cybernetics, 2017

Sequence-Based Deterministic Initialization for Evolutionary Algorithms.
IEEE Trans. Cybernetics, 2017

A new indicator-based many-objective ant colony optimizer for continuous search spaces.
Swarm Intelligence, 2017

An alternative hypervolume-based selection mechanism for multi-objective evolutionary algorithms.
Soft Comput., 2017

Comparison of metamodeling techniques in evolutionary algorithms.
Soft Comput., 2017

Consolidated optimization algorithm for resource-constrained project scheduling problems.
Inf. Sci., 2017

Recent advances in immunological inspired computation.
Eng. Appl. of AI, 2017

Incorporation of implicit decision-maker preferences in multi-objective evolutionary optimization using a multi-criteria classification method.
Appl. Soft Comput., 2017

Recent Results and Open Problems in Evolutionary Multiobjective Optimization.
Proceedings of the Theory and Practice of Natural Computing - 6th International Conference, 2017

A hyper-heuristic of scalarizing functions.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

On the mutual information as a fitness landscape measure.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

An Overview of Weighted and Unconstrained Scalarizing Functions.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2017

Evolutionary multilabel hyper-heuristic design.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

Improving the integration of the IGD+ indicator into the selection mechanism of a Multi-objective Evolutionary Algorithm.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

Applying automatic heuristic-filtering to improve hyper-heuristic performance.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

Improving hyper-heuristic performance through feature transformation.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016
A Hybrid Evolutionary Immune Algorithm for Multiobjective Optimization Problems.
IEEE Trans. Evolutionary Computation, 2016

A Novel Diversity-Based Replacement Strategy for Evolutionary Algorithms.
IEEE Trans. Cybernetics, 2016

Selection mechanisms based on the maximin fitness function to solve multi-objective optimization problems.
Inf. Sci., 2016

Adaptive composite operator selection and parameter control for multiobjective evolutionary algorithm.
Inf. Sci., 2016

EMOPG+FS: Evolutionary multi-objective prototype generation and feature selection.
Intell. Data Anal., 2016

Limiting the Velocity in the Particle Swarm Optimization Algorithm.
Computación y Sistemas, 2016

The directed search method for multi-objective memetic algorithms.
Comp. Opt. and Appl., 2016

Distributed Multi-Objective Metaheuristics for Real-World Structural Optimization Problems.
Comput. J., 2016

Using multi-objective evolutionary algorithms for single-objective constrained and unconstrained optimization.
Annals OR, 2016

A novel local search mechanism based on the reflected ray tracing method coupled to MOEA/D.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

A Parallel Multi-objective Memetic Algorithm Based on the IGD+ Indicator.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

A Parallel Version of SMS-EMOA for Many-Objective Optimization Problems.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

iMOACO _\mathbb R : A New Indicator-Based Multi-objective Ant Colony Optimization Algorithm for Continuous Search Spaces.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

Decomposition-Based Approach for Solving Large Scale Multi-objective Problems.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

A Multi-Objective Evolutionary Algorithm based on Parallel Coordinates.
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

Parallel SMS-EMOA for Many-Objective Optimization Problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Evolutionary Algorithms for Finding Short Addition Chains: Going the Distance.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2016

Δp-MOEA: A new multi-objective evolutionary algorithm based on the Δp indicator.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

IGD+-EMOA: A multi-objective evolutionary algorithm based on IGD+.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Applying exponential weighting moving average control parameter adaptation technique with generalized differential evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Enhanced multi-operator differential evolution for constrained optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Indicator-based cooperative coevolution for multi-objective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
Many-Objective Problems: Challenges and Methods.
Proceedings of the Springer Handbook of Computational Intelligence, 2015

On the adaptation of the mutation scale factor in differential evolution.
Optimization Letters, 2015

Algorithms and models for complex natural systems.
Natural Computing, 2015

Improving the vector generation strategy of Differential Evolution for large-scale optimization.
Inf. Sci., 2015

An immune algorithm with power redistribution for solving economic dispatch problems.
Inf. Sci., 2015

Surrogate-assisted multi-objective model selection for support vector machines.
Neurocomputing, 2015

Generalized Differential Evolution for Numerical and Evolutionary Optimization.
Proceedings of the NEO 2015, 2015

Improved Metaheuristic Based on the R2 Indicator for Many-Objective Optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Constraint-Handling Techniques used with Evolutionary Algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Particle Swarm Optimization Based on Linear Assignment Problem Transformations.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

GD-MOEA: A New Multi-Objective Evolutionary Algorithm Based on the Generational Distance Indicator.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2015

A GPU-Based Algorithm for a Faster Hypervolume Contribution Computation.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2015

Evolutionary Many-Objective Optimization Based on Kuhn-Munkres' Algorithm.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2015

GDE-MOEA: A new MOEA based on the Generational Distance indicator and ε-dominance.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

On the low-discrepancy sequences and their use in MOEA/D for high-dimensional objective spaces.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

A Non-cooperative game for faster convergence in cooperative coevolution for multi-objective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014
Guest Editorial: Special Issue on Advances in Multiobjective Evolutionary Algorithms for Data Mining.
IEEE Trans. Evolutionary Computation, 2014

Survey of Multiobjective Evolutionary Algorithms for Data Mining: Part II.
IEEE Trans. Evolutionary Computation, 2014

A Survey of Multiobjective Evolutionary Algorithms for Data Mining: Part I.
IEEE Trans. Evolutionary Computation, 2014

Objective space partitioning using conflict information for solving many-objective problems.
Inf. Sci., 2014

Including preferences into a multiobjective evolutionary algorithm to deal with many-objective engineering optimization problems.
Inf. Sci., 2014

A comparative study of variation operators used for evolutionary multi-objective optimization.
Inf. Sci., 2014

Multi-objective model type selection.
Neurocomputing, 2014

Decomposition-based modern metaheuristic algorithms for multi-objective optimal power flow - A comparative study.
Eng. Appl. of AI, 2014

Multi-objective compact differential evolution.
Proceedings of the 2014 IEEE Symposium on Differential Evolution, 2014

MH-MOEA: A New Multi-Objective Evolutionary Algorithm Based on the Maximin Fitness Function and the Hypervolume Indicator.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

Using a Family of Curves to Approximate the Pareto Front of a Multi-Objective Optimization Problem.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

A More Efficient Selection Scheme in iSMS-EMOA.
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2014, 2014

Constrained multi-objective aerodynamic shape optimization via swarm intelligence.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Evolutionary Multi-Objective Approach for Prototype Generation and Feature Selection.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2014

An Introduction to Evolutionary Multi-objective Optimization with Some Applications in Pattern Recognition.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2014

An analysis of the automatic adaptation of the crossover rate in differential evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

An evolutionary multi-objective approach for prototype generation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

MD-MOEA : A new MOEA based on the maximin fitness function and Euclidean distances between solutions.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

A multi-objective evolutionary algorithm based on decomposition for constrained multi-objective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

MOPSOhv: A new hypervolume-based multi-objective particle swarm optimizer.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Evolutionary multiobjective optimization in dynamic environments: A set of novel benchmark functions.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013
On Gradient-Based Local Search to Hybridize Multi-objective Evolutionary Algorithms.
Proceedings of the EVOLVE, 2013

Artificial Immune System for Solving Dynamic Constrained Optimization Problems.
Proceedings of the Metaheuristics for Dynamic Optimization, 2013

A Survey on Multiobjective Evolutionary Algorithms for the Solution of the Portfolio Optimization Problem and Other Finance and Economics Applications.
IEEE Trans. Evolutionary Computation, 2013

Special issue on evolutionary computing and complex systems.
Soft Comput., 2013

Application of the non-outranked sorting genetic algorithm to public project portfolio selection.
Inf. Sci., 2013

Conference Report for 2013 IEEE Congress on Evolutionary Computation (IEEE CEC 2013) [Conference Reports].
IEEE Comp. Int. Mag., 2013

An evolutionary algorithm with a history mechanism for tuning a chess evaluation function.
Appl. Soft Comput., 2013

A hybrid Differential Evolution - Tabu Search algorithm for the solution of Job-Shop Scheduling Problems.
Appl. Soft Comput., 2013

Guest editorial: Special issue - revised selected papers of the LION 5 conference.
Ann. Math. Artif. Intell., 2013

Using multi-objective evolutionary algorithms for single-objective optimization.
4OR, 2013

Flame Classification through the Use of an Artificial Neural Network Trained with a Genetic Algorithm.
Proceedings of the Advances in Soft Computing and Its Applications, 2013

Introduction.
Proceedings of the 10th International Conference on Electrical Engineering, 2013

Bias and Variance Multi-objective Optimization for Support Vector Machines Model Selection.
Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

MOEA/D assisted by rbf networks for expensive multi-objective optimization problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Selection Operators Based on Maximin Fitness Function for Multi-Objective Evolutionary Algorithms.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2013

An Alternative Preference Relation to Deal with Many-Objective Optimization Problems.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2013

Two decomposition-based modem metaheuristic algorithms for multi-objective optimization - A comparative study.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making, 2013

A hybridization of MOEA/D with the nonlinear simplex search algorithm.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making, 2013

An adaptive evolutionary algorithm based on tactical and positional chess problems to adjust the weights of a chess engine.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Improving the diversity preservation of multi-objective approaches used for single-objective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

A hybrid surrogate-based approach for evolutionary multi-objective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Dynamic Constrained Optimization with offspring repair based Gravitational Search Algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Analysis of leader selection strategies in a multi-objective Particle Swarm Optimizer.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

A new selection mechanism based on hypervolume and its locality property.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Combining surrogate models and local search for dealing with expensive multi-objective optimization problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Goal-constraint: Incorporating preferences through an evolutionary ε-constraint based method.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

MOMBI: A new metaheuristic for many-objective optimization based on the R2 indicator.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

A ranking method based on the R2 indicator for many-objective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Use of cooperative coevolution for solving large scale multiobjective optimization problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

A Study of the Combination of Variation Operators in the NSGA-II Algorithm.
Proceedings of the Advances in Artificial Intelligence, 2013

Solving a Real-World Structural Optimization Problem with a Distributed SMS-EMOA Algorithm.
Proceedings of the Eighth International Conference on P2P, 2013

2012
Using the Averaged Hausdorff Distance as a Performance Measure in Evolutionary Multiobjective Optimization.
IEEE Trans. Evolutionary Computation, 2012

Multiobjective Evolutionary Algorithms in Aeronautical and Aerospace Engineering.
IEEE Trans. Evolutionary Computation, 2012

Special issue on evolutionary computation on general purpose graphics processing units.
Soft Comput., 2012

Optimization on complex systems.
Memetic Computing, 2012

Dynamic control of the number of crossed genes in evolutionary many-objective optimization.
Proceedings of the 6th International Conference on Soft Computing and Intelligent Systems (SCIS), 2012

Are State-of-the-Art Fine-Tuning Algorithms Able to Detect a Dummy Parameter?
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

Adaptive Control of the Number of Crossed Genes in Many-Objective Evolutionary Optimization.
Proceedings of the Learning and Intelligent Optimization - 6th International Conference, 2012

A Multi-Objective Artificial Immune System Based on Hypervolume.
Proceedings of the Artificial Immune Systems - 11th International Conference, 2012

A new multi-objective evolutionary algorithm based on a performance assessment indicator.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

hypDE: A Hyper-Heuristic Based on Differential Evolution for Solving Constrained Optimization Problems.
Proceedings of the EVOLVE, 2012

The Gradient Free Directed Search Method as Local Search within Multi-Objective Evolutionary Algorithms.
Proceedings of the EVOLVE, 2012

An evolutionary algorithm coupled with the Hooke-Jeeves algorithm for tuning a chess evaluation function.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

A Multi-Objective Evolutionary approach for linear antenna array design and synthesis.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Multi-objective airfoil shape optimization using a multiple-surrogate approach.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Solving multi-objective optimization problems using differential evolution and a maximin selection criterion.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

A direct local search mechanism for decomposition-based multi-objective evolutionary algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

A Fitness Granulation Approach for Large-Scale Structural Design Optimization.
Proceedings of the Variants of Evolutionary Algorithms for Real-World Applications, 2012

2011
Multi-Objective Ant Colony Optimization: A Taxonomy and Review of Approaches.
Proceedings of the Integration of Swarm Intelligence and Artificial Neural Network, 2011

Evolutionary Algorithms Applied to Multi-Objective Aerodynamic Shape Optimization.
Proceedings of the Computational Optimization, Methods and Algorithms, 2011

Evolutionary multiobjective optimization.
Wiley Interdiscip. Rev. Data Min. Knowl. Discov., 2011

On the Influence of the Number of Objectives on the Hardness of a Multiobjective Optimization Problem.
IEEE Trans. Evolutionary Computation, 2011

Guest Editorial Special Issue on Differential Evolution.
IEEE Trans. Evolutionary Computation, 2011

Constraint-handling in nature-inspired numerical optimization: Past, present and future.
Swarm and Evolutionary Computation, 2011

MB-GNG: Addressing drawbacks in multi-objective optimization estimation of distribution algorithms.
Oper. Res. Lett., 2011

Computing the Set of Epsilon-Efficient Solutions in Multiobjective Space Mission Design.
JACIC, 2011

Improving the efficiency of ϵ-dominance based grids.
Inf. Sci., 2011

Increasing selective pressure towards the best compromise in evolutionary multiobjective optimization: The extended NOSGA method.
Inf. Sci., 2011

A T-cell algorithm for solving dynamic optimization problems.
Inf. Sci., 2011

Parametric reconfiguration improvement in non-iterative concurrent mechatronic design using an evolutionary-based approach.
Eng. Appl. of AI, 2011

Solving timetabling problems using a cultural algorithm.
Appl. Soft Comput., 2011

Differential Evolution performances for the solution of mixed-integer constrained process engineering problems.
Appl. Soft Comput., 2011

Smiling at evolution.
Appl. Soft Comput., 2011

Evolutionary Multi-Objective Optimization: Basic Concepts and Some Applications in Pattern Recognition.
Proceedings of the Pattern Recognition - Third Mexican Conference, 2011

Self-adaptation Techniques Applied to Multi-Objective Evolutionary Algorithms.
Proceedings of the Learning and Intelligent Optimization - 5th International Conference, 2011

An adaptive evolutionary algorithm based on typical chess problems for tuning a chess evaluation function.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Swarm intelligence guided by multi-objective mathematical programming techniques.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

A multi-objective particle swarm optimizer based on decomposition.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Adaptive Objective Space Partitioning Using Conflict Information for Many-Objective Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2011

An evolutionary algorithm for tuning a chess evaluation function.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

A nonlinear simplex search approach for multi-objective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

A Multi-Region Differential Evolution approach for continuous optimization problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

Preference incorporation to solve many-objective airfoil design problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

Effective ranking + speciation = Many-objective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

Accelerating convergence towards the optimal pareto front.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

A Multi-objective Particle Swarm Optimizer Enhanced with a Differential Evolution Scheme.
Proceedings of the Artificial Evolution, 2011

2010
Multi-Objective Combinatorial Optimization: Problematic and Context.
Proceedings of the Advances in Multi-Objective Nature Inspired Computing, 2010

Micro-MOPSO: A Multi-Objective Particle Swarm Optimizer That Uses a Very Small Population Size.
Proceedings of the Multi-Objective Swarm Intelligent Systems - Theory & Experiences, 2010

HCS: A New Local Search Strategy for Memetic Multiobjective Evolutionary Algorithms.
IEEE Trans. Evolutionary Computation, 2010

A Study of Multiobjective Metaheuristics When Solving Parameter Scalable Problems.
IEEE Trans. Evolutionary Computation, 2010

Computing Gap Free Pareto Front Approximations with Stochastic Search Algorithms.
Evolutionary Computation, 2010

DEMORS: A hybrid multi-objective optimization algorithm using differential evolution and rough set theory for constrained problems.
Computers & OR, 2010

Evolutionary multiobjective optimization using an outranking-based dominance generalization.
Computers & OR, 2010

Evolutionary hidden information detection by granulation-based fitness approximation.
Appl. Soft Comput., 2010

The Turing-850 Project: Developing a Personal Computer in the Early 1980s in Mexico.
IEEE Annals of the History of Computing, 2010

Artificial Immune System for Solving Global Optimization Problems.
Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial, 2010

Testing the Permutation Space Based Geometric Differential Evolution on the Job-Shop Scheduling Problem.
Proceedings of the Parallel Problem Solving from Nature, 2010

pMODE-LD+SS: An Effective and Efficient Parallel Differential Evolution Algorithm for Multi-Objective Optimization.
Proceedings of the Parallel Problem Solving from Nature, 2010

A Memetic Algorithm with Non Gradient-Based Local Search Assisted by a Meta-model.
Proceedings of the Parallel Problem Solving from Nature, 2010

Objective Space Partitioning Using Conflict Information for Many-Objective Optimization.
Proceedings of the Parallel Problem Solving from Nature, 2010

Some comments on GD and IGD and relations to the Hausdorff distance.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

A novel diversification strategy for multi-objective evolutionary algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

A multi-objective meta-model assisted memetic algorithm with non gradient-based local search.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

New challenges for memetic algorithms on continuous multi-objective problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Using gradient information for multi-objective problems in the evolutionary context.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Constraint-handling techniques used with evolutionary algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Computing approximate solutions of scalar optimization problems and applications in space mission design.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

MODE-LD+SS: A novel Differential Evolution algorithm incorporating local dominance and scalar selection mechanisms for multi-objective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

An archiving strategy based on the Convex Hull of Individual Minima for MOEAs.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

A painless gradient-assisted multi-objective memetic mechanism for solving continuous bi-objective optimization problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

A hybrid Memory-based ACO algorithm for the QAP.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Two novel approaches for many-objective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

An Alternative ACO \BbbR_{\Bbb{R}} Algorithm for Continuous Optimization Problems.
Proceedings of the Swarm Intelligence - 7th International Conference, 2010

2009
Ranking Methods in Many-Objective Evolutionary Algorithms.
Proceedings of the Nature-Inspired Algorithms for Optimisation, 2009

A Review of Particle Swarm Optimization Methods Used for Multimodal Optimization.
Proceedings of the Innovations in Swarm Intelligence, 2009

Boundary Search for Constrained Numerical Optimization Problems With an Algorithm Inspired by the Ant Colony Metaphor.
IEEE Trans. Evolutionary Computation, 2009

Design of a motorcycle frame using neuroacceleration strategies in MOEAs.
J. Heuristics, 2009

Evolutionary multi-objective optimization: some current research trends and topics that remain to be explored.
Frontiers Comput. Sci. China, 2009

g-dominance: Reference point based dominance for multiobjective metaheuristics.
European Journal of Operational Research, 2009

Ranking Methods for Many-Objective Optimization.
Proceedings of the MICAI 2009: Advances in Artificial Intelligence, 2009

A Particle Swarm Optimization Method for Multimodal Optimization Based on Electrostatic Interaction.
Proceedings of the MICAI 2009: Advances in Artificial Intelligence, 2009

Solving Permutation Problems with Differential Evolution: An Application to the Jobshop Scheduling Problem.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

Evolutionary continuation methods for optimization problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Some techniques to deal with many-objective problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Study of preference relations in many-objective optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Limiting the velocity in particle swarm optimization using a geometric series.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Online Objective Reduction to Deal with Many-Objective Problems.
Proceedings of the Evolutionary Multi-Criterion Optimization, 5th International Conference, 2009

Multi-Objective Particle Swarm Optimizers: An Experimental Comparison.
Proceedings of the Evolutionary Multi-Criterion Optimization, 5th International Conference, 2009

SMPSO: A new PSO-based metaheuristic for multi-objective optimization.
Proceedings of the 2009 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making, 2009

Tutorial: Metaheuristics for multiobjective optimization.
Proceedings of the 2009 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making, 2009

A new proposal to hybridize the Nelder-Mead method to a differential evolution algorithm for constrained optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

Using gradient-based information to deal with scalability in multi-objective evolutionary algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

Alternative Fitness Assignment Methods for Many-Objective Optimization Problems.
Proceedings of the Artifical Evolution, 2009

2008
An Introduction to Multi-Objective Evolutionary Algorithms and Some of Their Potential Uses in Biology.
Proceedings of the Applications of Computational Intelligence in Biology: Current Trends and Open Problems, 2008

Knowledge Incorporation in Multi-objective Evolutionary Algorithms.
Proceedings of the Multi-Objective Evolutionary Algorithms for Knowledge Discovery from Databases, 2008

An Artificial Immune System Heuristic for Generating Short Addition Chains.
IEEE Trans. Evolutionary Computation, 2008

Convergence of stochastic search algorithms to finite size pareto set approximations.
J. Global Optimization, 2008

Solving Engineering Optimization Problems with the Simple Constrained Particle Swarm Optimizer.
Informatica (Slovenia), 2008

An empirical study about the usefulness of evolution strategies to solve constrained optimization problems.
Int. J. General Systems, 2008

Computing a Finite Size Representation of the Set of Approximate Solutions of an MOP
CoRR, 2008

Solving Constrained Optimization using a T-Cell Artificial Immune System.
Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial, 2008

Surrogate-based Multi-Objective Particle Swarm Optimization.
Proceedings of the 2008 IEEE Swarm Intelligence Symposium, 2008

Approximate Solutions in Space Mission Design.
Proceedings of the Parallel Problem Solving from Nature, 2008

Approximating the Knee of an MOP with Stochastic Search Algorithms.
Proceedings of the Parallel Problem Solving from Nature, 2008

A Study of Convergence Speed in Multi-objective Metaheuristics.
Proceedings of the Parallel Problem Solving from Nature, 2008

A Proposal to Hybridize Multi-Objective Evolutionary Algorithms with Non-gradient Mathematical Programming Techniques.
Proceedings of the Parallel Problem Solving from Nature, 2008

On the Use of Projected Gradients for Constrained Multiobjective Optimization Problems.
Proceedings of the Parallel Problem Solving from Nature, 2008

An Evolutionary Approach to Solve a Novel Mechatronic Multiobjective Optimization Problem.
Proceedings of the Advances in Metaheuristics for Hard Optimization, 2008

Computing and Selecting ε-Efficient Solutions of {0, 1}-Knapsack Problems.
Proceedings of the Multiple Criteria Decision Making for Sustainable Energy and Transportation Systems, 2008

Using a Gradient Based Method to Seed an EMO Algorithm.
Proceedings of the Multiple Criteria Decision Making for Sustainable Energy and Transportation Systems, 2008

A new memetic strategy for the numerical treatment of multi-objective optimization problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Computing finite size representations of the set of approximate solutions of an MOP with stochastic search algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Hybridizing surrogate techniques, rough sets and evolutionary algorithms to efficiently solve multi-objective optimization problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Accelerating convergence using rough sets theory for multi-objective optimization problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Hybridizing an evolutionary algorithm with mathematical programming techniques for multi-objective optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Objective reduction using a feature selection technique.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Solving constrained multi-objective problems by objective space analysis.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Parallel Approaches for Multiobjective Optimization.
Proceedings of the Multiobjective Optimization, 2008

Seeding the initial population of a multi-objective evolutionary algorithm using gradient-based information.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

A comparative study of the effect of parameter scalability in multi-objective metaheuristics.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Auto-tuning fuzzy granulation for evolutionary optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Constrained Optimization via Multiobjective Evolutionary Algorithms.
Proceedings of the Multiobjective Problem Solving from Nature, 2008

2007
Evolutionary Algorithms: Basic Concepts and Applications in Biometrics.
Proceedings of the Image Pattern Recognition - Synthesis and Analysis in Biometrics, 2007

A Study of Techniques to Improve the Efficiency of a Multi-Objective Particle Swarm Optimizer.
Proceedings of the Evolutionary Computation in Dynamic and Uncertain Environments, 2007

A Preliminary Study of Fitness Inheritance in Evolutionary Constrained Optimization.
Proceedings of the Nature Inspired Cooperative Strategies for Optimization (NICSO 2007), 2007

Hybrid Particle Swarm Optimizers in the Single Machine Scheduling Problem: An Experimental Study.
Proceedings of the Evolutionary Scheduling, 2007

Comparative study of serial and parallel heuristics used to design combinational logic circuits.
Optimization Methods and Software, 2007

Evolutionary multi-objective optimization.
European Journal of Operational Research, 2007

Pareto-adaptive epsilon-dominance.
Evolutionary Computation, 2007

MRMOGA: a new parallel multi-objective evolutionary algorithm based on the use of multiple resolutions.
Concurrency and Computation: Practice and Experience, 2007

Artificial Immune System for Solving Constrained Optimization Problems.
Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial, 2007

A Memetic PSO Algorithm for Scalar Optimization Problems.
Proceedings of the 2007 IEEE Swarm Intelligence Symposium, 2007

Approximating the epsilon -Efficient Set of an MOP with Stochastic Search Algorithms.
Proceedings of the MICAI 2007: Advances in Artificial Intelligence, 2007

A Genetic Representation for Dynamic System Qualitative Models on Genetic Programming: A Gene Expression Programming Approach.
Proceedings of the MICAI 2007: Advances in Artificial Intelligence, 2007

Handling Constraints in Particle Swarm Optimization Using a Small Population Size.
Proceedings of the MICAI 2007: Advances in Artificial Intelligence, 2007

A Novel Model of Artificial Immune System for Solving Constrained Optimization Problems with Dynamic Tolerance Factor.
Proceedings of the MICAI 2007: Advances in Artificial Intelligence, 2007

A Cultural Algorithm with Operator Parameters Control for Solving Timetabling Problems.
Proceedings of the Foundations of Fuzzy Logic and Soft Computing, 2007

Optimization to Manage Supply Chain Disruptions Using the NSGA-II.
Proceedings of the Theoretical Advances and Applications of Fuzzy Logic and Soft Computing, 2007

Convergence of stochastic search algorithms to gap-free pareto front approximations.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Alternative techniques to solve hard multi-objective optimization problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Epsilon-constraint with an efficient cultured differential evolution.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Use of Radial Basis Functions and Rough Sets for Evolutionary Multi-Objective Optimization.
Proceedings of the IEEE Symposium on Computational Intelligence in Multicriteria Decision Making, 2007

An ant system with steps counter for the job shop scheduling problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

Applications of multi-objective evolutionary algorithms in economics and finance: A survey.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

A boundary search based ACO algorithm coupled with stochastic ranking.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

A bi-population PSO with a shake-mechanism for solving constrained numerical optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

Constraint handling techniques for a non-parametric real-valued estimation distribution algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

Evolutionary algorithms for solving multi-objective problems, Second Edition.
Genetic and evolutionary computation series, Springer, ISBN: 978-0-387-33254-3, 2007

2006
Asymptotic convergence of metaheuristics for multiobjective optimization problems.
Soft Comput., 2006

Asymptotic convergence of a simulated annealing algorithm for multiobjective optimization problems.
Math. Meth. of OR, 2006

A New Proposal for Multiobjecive Optimization Using Particle Swarm Optimization and Rough Sets Theory.
Proceedings of the Parallel Problem Solving from Nature, 2006

A Particle Swarm Optimizer for Constrained Numerical Optimization.
Proceedings of the Parallel Problem Solving from Nature, 2006

Solving Hard Multiobjective Optimization Problems Using epsilon-Constraint with Cultured Differential Evolution.
Proceedings of the Parallel Problem Solving from Nature, 2006

A Multi-objective Particle Swarm Optimizer Hybridized with Scatter Search.
Proceedings of the MICAI 2006: Advances in Artificial Intelligence, 2006

Dynamic fitness inheritance proportion for multi-objective particle swarm optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006

A comparative study of differential evolution variants for global optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006

A new proposal for multi-objective optimization using differential evolution and rough sets theory.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006

EMOPSO: A Multi-Objective Particle Swarm Optimizer with Emphasis on Efficiency.
Proceedings of the Evolutionary Multi-Criterion Optimization, 4th International Conference, 2006

Modified Differential Evolution for Constrained Optimization.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

Boundary Search for Constrained Numerical Optimization Problems in ACO Algorithms.
Proceedings of the Ant Colony Optimization and Swarm Intelligence, 2006

2005
A simple multimembered evolution strategy to solve constrained optimization problems.
IEEE Trans. Evolutionary Computation, 2005

Extraction and reuse of design patterns from genetic algorithms using case-based reasoning.
Soft Comput., 2005

Solving Multiobjective Optimization Problems Using an Artificial Immune System.
Genetic Programming and Evolvable Machines, 2005

A proposal to use stripes to maintain diversity in a multi-objective particle swarm optimizer.
Proceedings of the 2005 IEEE Swarm Intelligence Symposium, 2005

Fitness inheritance in multi-objective particle swarm optimization.
Proceedings of the 2005 IEEE Swarm Intelligence Symposium, 2005

Coevolutionary Multi-objective Optimization Using Clustering Techniques.
Proceedings of the MICAI 2005: Advances in Artificial Intelligence, 2005

Useful Infeasible Solutions in Engineering Optimization with Evolutionary Algorithms.
Proceedings of the MICAI 2005: Advances in Artificial Intelligence, 2005

An Introduction to Evolutionary Algorithms and Their Applications.
Proceedings of the Advanced Distributed Systems: 5th International School and Symposium, 2005

Handling Constraints in Global Optimization Using an Artificial Immune System.
Proceedings of the Artificial Immune Systems: 4th International Conference, 2005

Evolutionary Multi-Objective Optimization: Current State and Future Challenges.
Proceedings of the 5th International Conference on Hybrid Intelligent Systems (HIS 2005), 2005

Promising infeasibility and multiple offspring incorporated to differential evolution for constrained optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Use of domain information to improve the performance of an evolutionary algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Optimization with constraints using a cultured differential evolution approach.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Asymptotic Convergence of Some Metaheuristics Used for Multiobjective Optimization.
Proceedings of the Foundations of Genetic Algorithms, 8th International Workshop, 2005

Saving Evaluations in Differential Evolution for Constrained Optimization.
Proceedings of the Sixth Mexican International Conference on Computer Science (ENC 2005), 2005

Improving PSO-Based Multi-objective Optimization Using Crowding, Mutation and epsilon-Dominance.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2005

Current Status of the EMOO Repository, Including Current and Future Research Trends.
Proceedings of the Practical Approaches to Multi-Objective Optimization, 2005

Finding Optimal Addition Chains Using a Genetic Algorithm Approach.
Proceedings of the Computational Intelligence and Security, International Conference, 2005

A study of fitness inheritance and approximation techniques for multi-objective particle swarm optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

Identifying on-line behavior and some sources of difficulty in two competitive approaches for constrained optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

MRMOGA: parallel evolutionary multiobjective optimization using multiple resolutions.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

Use of Multiobjective Optimization Concepts to Handle Constraints in Genetic Algorithms.
Proceedings of the Evolutionary Multiobjective Optimization, 2005

Recent Trends in Evolutionary Multiobjective Optimization.
Proceedings of the Evolutionary Multiobjective Optimization, 2005

2004
Handling Multiple Objectives With Particle Swarm Optimization.
IEEE Trans. Evolutionary Computation, 2004

Simple Feasibility Rules and Differential Evolution for Constrained Optimization.
Proceedings of the MICAI 2004: Advances in Artificial Intelligence, 2004

A Study of the Parallelization of a Coevolutionary Multi-objective Evolutionary Algorithm.
Proceedings of the MICAI 2004: Advances in Artificial Intelligence, 2004

Convergence Analysis of a Multiobjective Artificial Immune System Algorithm.
Proceedings of the Artificial Immune Systems, Third International Conference, 2004

Particle Swarm Optimization in Non-stationary Environments.
Proceedings of the Advances in Artificial Intelligence, 2004

On the Optimal Computaion of Finite Field Exponentiation.
Proceedings of the Advances in Artificial Intelligence, 2004

A Cultural Algorithm with Differential Evolution to Solve Constrained Optimization Problems.
Proceedings of the Advances in Artificial Intelligence, 2004

Using Clustering Techniques to Improve the Performance of a Multi-objective Particle Swarm Optimizer.
Proceedings of the Genetic and Evolutionary Computation, 2004

An Improved Diversity Mechanism for Solving Constrained Optimization Problems Using a Multimembered Evolution Strategy.
Proceedings of the Genetic and Evolutionary Computation, 2004

Reusing Code in Genetic Programming.
Proceedings of the Genetic Programming, 7th European Conference, 2004

Culturizing Differential Evolution for Constrained Optimization.
Proceedings of the 5th Mexican International Conference on Computer Science (ENC 2004), 2004

On the Use of a Population-Based Particle Swarm Optimizer to Design Combinational Logic Circuits.
Proceedings of the 6th NASA / DoD Workshop on Evolvable Hardware (EH 2004), 2004

A Comparative Study of Encodings to Design Combinational Logic Circuits Using Particle Swarm Optimization.
Proceedings of the 6th NASA / DoD Workshop on Evolvable Hardware (EH 2004), 2004

Evolutionary Multiobjective Design targeting a Field Programmable Transistor Array.
Proceedings of the 6th NASA / DoD Workshop on Evolvable Hardware (EH 2004), 2004

A constraint-handling mechanism for particle swarm optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

PASSSS: an implementation of a novel diversity strategy for handling constraints.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

Mutual information-based fitness functions for evolutionary circuit synthesis.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

2003
Guest editorial: special issue on evolutionary multiobjective optimization.
IEEE Trans. Evolutionary Computation, 2003

Evolutionary Synthesis of Logic Circuits Using Information Theory.
Artif. Intell. Rev., 2003

Evolutionary multiobjective optimization using a cultural algorithm.
Proceedings of the 2003 IEEE Swarm Intelligence Symposium, 2003

Engineering Optimization Using a Simple Evolutionary Algorithm.
Proceedings of the 15th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2003), 2003

Use of Particle Swarm Optimization to Design Combinational Logic Circuits.
Proceedings of the Evolvable Systems: From Biology to Hardware, 2003

Synthesis of Boolean Functions Using Information Theory.
Proceedings of the Evolvable Systems: From Biology to Hardware, 2003

Use of an Artificial Immune System for Job Shop Scheduling.
Proceedings of the Artificial Immune Systems, Second International Conference, 2003

A Simple Evolution Strategy to Solve Constrained Optimization Problems.
Proceedings of the Genetic and Evolutionary Computation, 2003

Multiobjective Optimization Using Ideas from the Clonal Selection Principle.
Proceedings of the Genetic and Evolutionary Computation, 2003

Use of Multiobjective Optimization Concepts to Handle Constraints in Single-Objective Optimization.
Proceedings of the Genetic and Evolutionary Computation, 2003

Multiobjective-Based Concepts to Handle Constraints in Evolutionary Algorithms.
Proceedings of the 4th Mexican International Conference on Computer Science (ENC 2003), 2003

IS-PAES: Evolutionary Multi-Objective Optimization with Constraint Handling.
Proceedings of the 4th Mexican International Conference on Computer Science (ENC 2003), 2003

Gate-level Synthesis of Boolean Functions using Information Theory Concepts.
Proceedings of the 4th Mexican International Conference on Computer Science (ENC 2003), 2003

The Micro Genetic Algorithm 2: Towards Online Adaptation in Evolutionary Multiobjective Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2003

IS-PAES: A Constraint-Handling Technique Based on Multiobjective Optimization Concepts.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2003

Comparing Different Serial and Parallel Heuristics to Design Combinational Logic Circuits.
Proceedings of the 5th NASA / DoD Workshop on Evolvable Hardware (EH 2003), 2003

Fitness Landscape and Evolutionary Boolean Synthesis using Information.
Proceedings of the 5th NASA / DoD Workshop on Evolvable Hardware (EH 2003), 2003

Adding a diversity mechanism to a simple evolution strategy to solve constrained optimization problems.
Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2003, 8, 2003

A coevolutionary multi-objective evolutionary algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2003, 8, 2003

2002
Design of combinational logic circuits through an evolutionary multiobjective optimization approach.
AI EDAM, 2002

Constraint-handling in genetic algorithms through the use of dominance-based tournament selection.
Advanced Engineering Informatics, 2002

Robust Multiscale Affine 2D-Image Registration through Evolutionary Strategies.
Proceedings of the Parallel Problem Solving from Nature, 2002

Genetic Algorithms and Case-Based Reasoning as a Discovery and Learning Machine in the Optimization of Combinational Logic Circuits.
Proceedings of the MICAI 2002: Advances in Artificial Intelligence, 2002

A Cultural Algorithm for Constrained Optimization.
Proceedings of the MICAI 2002: Advances in Artificial Intelligence, 2002

Efficient Affine 2D-image Registration Using Evolutionary Strategies.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

Adding Knowledge And Efficient Data Structures To Evolutionary Programming: A Cultural Algorithm For Constrained Optimization.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

Evolutionary algorithms for solving multi-objective problems.
Genetic algorithms and evolutionary computation 5, Kluwer, ISBN: 978-1-4757-5184-0, 2002

2001
Extraction of Design Patterns from Evolutionary Algorithms Using Case-Based Reasoning.
Proceedings of the Evolvable Systems: From Biology to Hardware, 2001

GA-Based Learning of kDNFns Boolean Formulas.
Proceedings of the Evolvable Systems: From Biology to Hardware, 2001

A Micro-Genetic Algorithm for Multiobjective Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2001

A Short Tutorial on Evolutionary Multiobjective Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2001

On Learning kDNFsn Boolean Formulas.
Proceedings of the 3rd NASA / DoD Workshop on Evolvable Hardware (EH 2001), 2001

2000
An updated survey of GA-based multiobjective optimization techniques.
ACM Comput. Surv., 2000

Towards automated evolutionary design of combinational circuits.
Computers & Electrical Engineering, 2000

Ant Colony System for the Design of Combinational Logic Circuits.
Proceedings of the Evolvable Systems: From Biology to Hardware, 2000

Evolutionary Multiobjective Design of Combinational Logic Circuits.
Proceedings of the 2nd NASA / DoD Workshop on Evolvable Hardware (EH 2000), 2000

1999
A Comprehensive Survey of Evolutionary-Based Multiobjective Optimization Techniques.
Knowl. Inf. Syst., 1999

A Genetic Programming Approach to Logic Function Synthesis by Means of Multiplexers.
Proceedings of the 1st NASA / DoD Workshop on Evolvable Hardware (EH '99), 1999

1998
Using a new GA-based multiobjective optimization technique for the design of robot arms.
Robotica, 1998

Using the Min-Max Method to Solve Multiobjective Optimization Problems with Genetic Algorithms.
Proceedings of the Progress in Artificial Intelligence, 1998

1996
Automated design of part feeders using a genetic algorithm.
Proceedings of the 1996 IEEE International Conference on Robotics and Automation, 1996

1995
Multiobjective design optimization of counterweight balancing of a robot arm using genetic algorithms.
Proceedings of the Seventh International Conference on Tools with Artificial Intelligence, 1995

Using Genetic Algorithms for Optimal Design of Axially Loaded Non-Prismatic Columns.
Proceedings of the Artificial Neural Nets and Genetic Algorithms, 1995

1994
Using Genetic Algorithms for Optimal Design of Trusses.
Proceedings of the Sixth International Conference on Tools with Artificial Intelligence, 1994


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