Oliver Schütze

Appl. Soft Comput., March, 2023

2022

Towards fast approximations for the hypervolume indicator for multi-objective optimization problems by Genetic Programming.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2022

Archivers for single- and multi-objective evolutionary optimization algorithms.

[BibT_eX]

[DOI]

Carlos Hernández

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

A bounded archive based for bi-objective problems based on distance and e-dominance to avoid cyclic behavior.

[BibT_eX]

[DOI]

Carlos Hernández

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022

2021

Archiving Strategies for Evolutionary Multi-objective Optimization Algorithms, 2

[BibT_eX]

[DOI]

Carlos Hernández

Studies in Computational Intelligence 938, Springer, ISBN: 978-3-030-63772-9, 2021

A new gradient free local search mechanism for constrained multi-objective optimization problems.

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2021

2020

The Set-Based Hypervolume Newton Method for Bi-Objective Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2020

On the efficient computation and use of multi-objective descent directions within constrained MOEAs.

[BibT_eX]

[DOI]

Lourdes Uribe

Marcela Quiroz-Castellanos

Swarm Evol. Comput., 2020

Metaheuristics to solve grouping problems: A review and a case study.

[BibT_eX]

[DOI]

Octavio Ramos-Figueroa

Efrén Mezura-Montes

Swarm Evol. Comput., 2020

A benchmark for equality constrained multi-objective optimization.

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2020

Pareto Explorer for Solving Real World Applications.

[BibT_eX]

[DOI]

José Alejandro Galaviz-Aguilar

Res. Comput. Sci., 2020

Using gradient-free local search within MOEAs for the treatment of constrained MOPs.

[BibT_eX]

[DOI]

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

2019

Comparison of a genetic programming approach with ANFIS for power amplifier behavioral modeling and FPGA implementation.

[BibT_eX]

[DOI]

Patrick Roblin

José Ricardo Cárdenas-Valdez

Emigdio Z.-Flores

José-Cruz Nuñez Pérez

Soft Comput., 2019

A neural network-evolutionary computational framework for remaining useful life estimation of mechanical systems.

[BibT_eX]

[DOI]

Neural Networks, 2019

On the choice of neighborhood sampling to build effective search operators for constrained MOPs.

[BibT_eX]

[DOI]

Lourdes Uribe

Sergio Alvarado

Honggang Wang

Memetic Comput., 2019

Archivers for the representation of the set of approximate solutions for MOPs.

[BibT_eX]

[DOI]

J. Heuristics, 2019

Automatic Model Selection for Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2019

Enhanced directed search: a continuation method for mixed-integer multi-objective optimization problems.

[BibT_eX]

[DOI]

Ann. Oper. Res., 2019

Sizing CMOS operational transconductance amplifiers applying NSGA-II and MOEAD.

[BibT_eX]

[DOI]

Oliver Schuetze

Francesco Grasso

Esteban Tlelo-Cuautle

Proceedings of the 42nd International Convention on Information and Communication Technology, 2019

Toward a New Family of Hybrid Evolutionary Algorithms.

[BibT_eX]

[DOI]

Lourdes Uribe

Alberto Rodríguez Sánchez

Proceedings of the Evolutionary Multi-Criterion Optimization, 2019

A New Hybrid Metaheuristic for Equality Constrained Bi-objective Optimization Problems.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Multi-Criterion Optimization, 2019

Variation Rate: An Alternative to Maintain Diversity in Decision Space for Multi-objective Evolutionary Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Multi-Criterion Optimization, 2019

2018

Editorial.

[BibT_eX]

[DOI]

Yazmín Maldonado

Oliver Schuetze

Computación y Sistemas, 2018

The Gradient Subspace Approximation as Local Search Engine within Evolutionary Multi-objective Optimization Algorithms.

[BibT_eX]

[DOI]

Sergio Alvarado

Carlos Segura

Saúl Zapotecas Martínez

Computación y Sistemas, 2018

2017

Gradient subspace approximation: a direct search method for memetic computing.

[BibT_eX]

[DOI]

Soft Comput., 2017

Optimizing the location of ambulances in Tijuana, Mexico.

[BibT_eX]

[DOI]

Juan Carlos Dibene

Yazmín Maldonado

Carlos Vera

Maurício C. de Oliveira

Comput. Biol. Medicine, 2017

A hybrid evolutionary algorithm and cell mapping method for multi-objective optimization problems.

[BibT_eX]

[DOI]

Jian-Qiao Sun

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

An Approach for the Local Exploration of Discrete Many Objective Optimization Problems.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Multi-Criterion Optimization, 2017

2016

The hypervolume based directed search method for multi-objective optimization problems.

[BibT_eX]

[DOI]

J. Heuristics, 2016

Including Users Preferences in the Decision Making for Discrete Many Objective Optimization Problems.

[BibT_eX]

[DOI]

Computación y Sistemas, 2016

The directed search method for multi-objective memetic algorithms.

[BibT_eX]

[DOI]

Comput. Optim. Appl., 2016

Optimal averaged Hausdorff archives for bi-objective problems: theoretical and numerical results.

[BibT_eX]

[DOI]

Christian Grimme

Comput. Optim. Appl., 2016

Finding zeros of nonlinear functions using the hybrid parallel cell mapping method.

[BibT_eX]

[DOI]

Commun. Nonlinear Sci. Numer. Simul., 2016

A local exploration tool for linear many objective optimization problems.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Electrical Engineering, 2016

An effective mutation operator to deal with multi-objective constrained problems: SPM.

[BibT_eX]

[DOI]

Sergio Alvarado

Proceedings of the 13th International Conference on Electrical Engineering, 2016

Local Search is Underused in Genetic Programming.

[BibT_eX]

[DOI]

Emigdio Z.-Flores

Perla S. Juárez-Smith

Proceedings of the Genetic Programming Theory and Practice XIV, 2016

On the Closest Averaged Hausdorff Archive for a Circularly Convex Pareto Front.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation - 19th European Conference, 2016

2015

The Directed Search Method for Unconstrained Parameter Dependent Multi-objective Optimization Problems.

[BibT_eX]

[DOI]

Proceedings of the NEO 2015, 2015

Multi-objective Optimal Design of Nonlinear Controls.

[BibT_eX]

[DOI]

Proceedings of the NEO 2015, 2015

The Ambulance Location Problem in Tijuana, Mexico.

[BibT_eX]

[DOI]

Maurício C. de Oliveira

Proceedings of the NEO 2015, 2015

A Local Search Approach to Genetic Programming for Binary Classification.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

On the Behavior of Stochastic Local Search Within Parameter Dependent MOPs.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Multi-Criterion Optimization, 2015

Solving the ambulance location problem in Tijuana-Mexico using a continuous location model.

[BibT_eX]

[DOI]

Sergio Morales Pacheco

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014

Multi-objective optimal design of feedback controls for dynamical systems with hybrid simple cell mapping algorithm.

[BibT_eX]

[DOI]

Commun. Nonlinear Sci. Numer. Simul., 2014

An Aspiration Set EMOA Based on Averaged Hausdorff Distances.

[BibT_eX]

[DOI]

Proceedings of the Learning and Intelligent Optimization, 2014

Asymmetric quadratic landscape approximation model.

[BibT_eX]

[DOI]

Alexandru-Adrian Tantar

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

2013

Set Oriented Methods for the Numerical Treatment of Multiobjective Optimization Problems.

[BibT_eX]

[DOI]

Proceedings of the EVOLVE, 2013

On Gradient-Based Local Search to Hybridize Multi-objective Evolutionary Algorithms.

[BibT_eX]

[DOI]

Proceedings of the EVOLVE, 2013

Special issue on evolutionary computing and complex systems.

[BibT_eX]

[DOI]

Alexandru-Adrian Tantar

Pascal Bouvry

Pierre Del Moral

Soft Comput., 2013

Directed search method for indicator-based multi-objective evolutionary algorithms.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Evenly Spaced Pareto Front Approximations for Tricriteria Problems Based on Triangulation.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Multi-Criterion Optimization, 2013

Evenly spaced Pareto fronts of quad-objective problems using PSA partitioning technique.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012

Using the Averaged Hausdorff Distance as a Performance Measure in Evolutionary Multiobjective Optimization.

[BibT_eX]

[DOI]

Xavier Esquivel

IEEE Trans. Evol. Comput., 2012

Homogene Approximation der Paretofront bei mehrkriteriellen Kontrollproblemen.

[BibT_eX]

[DOI]

Autom., 2012

Finding Evenly Spaced Pareto Fronts for Three-Objective Optimization Problems.

[BibT_eX]

[DOI]

Proceedings of the EVOLVE, 2012

PSA Based Multi Objective Evolutionary Algorithms.

[BibT_eX]

[DOI]

Shaul Salomon

Alan Lopes de Sousa Freitas

Gideon Avigad

Alex Goldvard

Proceedings of the EVOLVE, 2012

PSA - A New Scalable Space Partition Based Selection Algorithm for MOEAs.

[BibT_eX]

[DOI]

Proceedings of the EVOLVE, 2012

The Gradient Free Directed Search Method as Local Search within Multi-Objective Evolutionary Algorithms.

[BibT_eX]

[DOI]

Proceedings of the EVOLVE, 2012

2011

On the Influence of the Number of Objectives on the Hardness of a Multiobjective Optimization Problem.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2011

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

[BibT_eX]

[DOI]

Massimiliano Vasile

J. Aerosp. Comput. Inf. Commun., 2011

Integrated circuit optimization by means of evolutionary multi-objective optimization.

[BibT_eX]

[DOI]

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

2010

HCS: A New Local Search Strategy for Memetic Multiobjective Evolutionary Algorithms.

[BibT_eX]

[DOI]

Gustavo Sanchez

IEEE Trans. Evol. Comput., 2010

Computing Gap Free Pareto Front Approximations with Stochastic Search Algorithms.

[BibT_eX]

[DOI]

Evol. Comput., 2010

On the interplay of generator and archiver within archive based multiobjective evolutionary algorithms.

[BibT_eX]

[DOI]

Xavicr Esquivel Sanchez

Proceedings of the 7th International Conference on Electrical Engineering, 2010

A predictor corrector method for the computation of boundary points of a multi-objective optimization problem.

[BibT_eX]

[DOI]

Erick Mejía

Proceedings of the 7th International Conference on Electrical Engineering, 2010

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

[BibT_eX]

[DOI]

Xavier Esquivel

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

New challenges for memetic algorithms on continuous multi-objective problems.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Using gradient information for multi-objective problems in the evolutionary context.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Computing approximate solutions of scalar optimization problems and applications in space mission design.

[BibT_eX]

[DOI]

Massimiliano Vasile

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

A painless gradient-assisted multi-objective memetic mechanism for solving continuous bi-objective optimization problems.

[BibT_eX]

[DOI]

Adriana Lara Lopez

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009

Direct Calibration by Fitting of Cuboids to a Single Image Using Differential Evolution.

[BibT_eX]

[DOI]

Luis Gerardo de la Fraga

Int. J. Comput. Vis., 2009

Evolutionary continuation methods for optimization problems.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Using gradient-based information to deal with scalability in multi-objective evolutionary algorithms.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008

Convergence of stochastic search algorithms to finite size pareto set approximations.

[BibT_eX]

[DOI]

Michael Dellnitz

J. Glob. Optim., 2008

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

[BibT_eX]

[DOI]

CoRR, 2008

Approximate Solutions in Space Mission Design.

[BibT_eX]

[DOI]

Massimiliano Vasile

Proceedings of the Parallel Problem Solving from Nature, 2008

Approximating the Knee of an MOP with Stochastic Search Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 2008

Computing and Selecting ε-Efficient Solutions of {0, 1}-Knapsack Problems.

[BibT_eX]

[DOI]

José Rui Figueira

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.

[BibT_eX]

[DOI]

Gustavo Sanchez

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.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

2007

A Memetic PSO Algorithm for Scalar Optimization Problems.

[BibT_eX]

[DOI]

Luis V. Santana-Quintero

Gregorio Toscano Pulido

Proceedings of the 2007 IEEE Swarm Intelligence Symposium, 2007

Approximating the <i>epsilon</i> -Efficient Set of an MOP with Stochastic Search Algorithms.

[BibT_eX]

[DOI]

Proceedings of the MICAI 2007: Advances in Artificial Intelligence, 2007

Convergence of stochastic search algorithms to gap-free pareto front approximations.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

A Multi-objective Approach to the Design of Conducting Polymer Composites for Electromagnetic Shielding.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Multi-Criterion Optimization, 4th International Conference, 2007

2005

On Continuation Methods for the Numerical Treatment of Multi-Objective Optimization Problems.

[BibT_eX]

[DOI]

Alessandro Dell'Aere

Michael Dellnitz

Proceedings of the Practical Approaches to Multi-Objective Optimization, 2005

2003

Covering Pareto Sets by Multilevel Evolutionary Subdivision Techniques.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Multi-Criterion Optimization, 2003

A New Data Structure for the Nondominance Problem in Multi-objective Optimization.

[BibT_eX]

[DOI]