| 2019 | A Dichotomous Approach to Reduce Rank Reversal Occurrences in PROMETHEE II Rankings. Erica Berghman, Yves De Smet, Jean Rosenfeld, Dimitri Van Assche |
| 2019 | A Formal Model for Multi-objective Optimisation of Network Function Virtualisation Placement. Joseph Billingsley, Ke Li, Wang Miao, Geyong Min, Nektarios Georgalas |
| 2019 | A New Hybrid Metaheuristic for Equality Constrained Bi-objective Optimization Problems. Oliver Cuate, Lourdes Uribe, Antonin Ponsich, Adriana Lara, Fernanda Beltran, Alberto Rodríguez Sánchez, Oliver Schütze |
| 2019 | A Parallel Tabu Search Heuristic to Approximate Uniform Designs for Reference Set Based MOEAs. Alberto Rodríguez Sánchez, Antonin Ponsich, Antonio López Jaimes, Saúl Zapotecas Martínez |
| 2019 | A Two-Stage Evolutionary Algorithm for Many-Objective Optimization. Yi Wu, Bin Li, Sanchao Ding, Yinda Zhou |
| 2019 | A Viability Study of Renewables and Energy Storage Systems Using Multicriteria Decision Making and an Evolutionary Approach. Carolina Gil Marcelino, Carlos Eduardo Pedreira, Manuel Baumann, Marcel Weil, Paulo E. M. de Almeida, Elizabeth F. Wanner |
| 2019 | Adjustment of Weight Vectors of Penalty-Based Boundary Intersection Method in MOEA/D. Hui Li, Jianyong Sun, Qingfu Zhang, Yuxiang Shui |
| 2019 | An Empirical Investigation of the Optimality and Monotonicity Properties of Multiobjective Archiving Methods. Miqing Li, Xin Yao |
| 2019 | Analysing Optimisation Data for Multicriteria Building Spatial Design. Koen van der Blom, Sjonnie Boonstra, Hèrm Hofmeyer, Michael Emmerich |
| 2019 | Approximating Pareto Set Topology by Cubic Interpolation on Bi-objective Problems. Yuri Marca, Hernán E. Aguirre, Saúl Zapotecas Martínez, Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Kiyoshi Tanaka |
| 2019 | Bi-objective Orienteering: Towards a Dynamic Multi-objective Evolutionary Algorithm. Jakob Bossek, Christian Grimme, Stephan Meisel, Günter Rudolph, Heike Trautmann |
| 2019 | CRI-EMOA: A Pareto-Front Shape Invariant Evolutionary Multi-objective Algorithm. Jesús Guillermo Falcón-Cardona, Carlos A. Coello Coello, Michael Emmerich |
| 2019 | Comparison of Hypervolume, IGD and IGD+ from the Viewpoint of Optimal Distributions of Solutions. Hisao Ishibuchi, Ryo Imada, Naoki Masuyama, Yusuke Nojima |
| 2019 | Comparison of Multi-objective Optimization Methods Applied to Electrical Machine Design. William R. Jensen, Thang Q. Pham, Shanelle N. Foster |
| 2019 | Comparison of Reference- and Hypervolume-Based MOEA on Solving Many-Objective Optimization Problems. Dani Irawan, Boris Naujoks |
| 2019 | Configuration of a Dynamic MOLS Algorithm for Bi-objective Flowshop Scheduling. Camille Pageau, Aymeric Blot, Holger H. Hoos, Marie-Eléonore Kessaci, Laetitia Jourdan |
| 2019 | Constrained Multi-objective Optimization Method for Practical Scientific Workflow Resource Selection. Courtney Powell, Katsunori Miura, Masaharu Munetomo |
| 2019 | Convergence Acceleration for Multiobjective Sparse Reconstruction via Knowledge Transfer. Bai Yan, Qi Zhao, J. Andrew Zhang, Yonghui Li, Zhihai Wang |
| 2019 | Designing Solar Chimney Power Plant Using Meta-modeling, Multi-objective Optimization, and Innovization. Fateme Azimlu, Shahryar Rahnamayan, Masoud Makrehchi, Pedram Karimipour-Fard |
| 2019 | Diversity over Dominance Approach for Many-Objective Optimization on Reference-Points-Based Framework. Deepak Sharma, Syed Zaheer Basha, Sandula Ajay Kumar |
| 2019 | Diversity-Indicator Based Multi-Objective Evolutionary Algorithm: DI-MOEA. Yali Wang, Michael Emmerich, André H. Deutz, Thomas Bäck |
| 2019 | Estimating Relevance of Variables for Effective Recombination. Taishi Ito, Hernán E. Aguirre, Kiyoshi Tanaka, Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel |
| 2019 | Evolutionary Many-Constraint Optimization: An Exploratory Analysis. Mengjun Ming, Rui Wang, Tao Zhang |
| 2019 | Evolutionary Multi-Criterion Optimization - 10th International Conference, EMO 2019, East Lansing, MI, USA, March 10-13, 2019, Proceedings Kalyanmoy Deb, Erik D. Goodman, Carlos A. Coello Coello, Kathrin Klamroth, Kaisa Miettinen, Sanaz Mostaghim, Patrick M. Reed |
| 2019 | Evolutionary Multi-objective Optimization Using Benson's Karush-Kuhn-Tucker Proximity Measure. Mohamed Abouhawwash, Mohamed A. Jameel |
| 2019 | Evolving Generalized Solutions for Robust Multi-objective Optimization: Transportation Analysis in Disaster. Keiki Takadama, Keiji Sato, Hiroyuki Sato |
| 2019 | GDE4: The Generalized Differential Evolution with Ordered Mutation. Azam Asilian Bidgoli, Sedigheh Mahdavi, Shahryar Rahnamayan, Hossein Ebrahimpour-Komleh |
| 2019 | Generating Uniformly Distributed Points on a Unit Simplex for Evolutionary Many-Objective Optimization. Kalyanmoy Deb, Sunith Bandaru, Haitham Seada |
| 2019 | IRA-EMO: Interactive Method Using Reservation and Aspiration Levels for Evolutionary Multiobjective Optimization. Rubén Saborido, Ana Belen Ruiz, Mariano Luque, Kaisa Miettinen |
| 2019 | Indicator-Based Weight Adaptation for Solving Many-Objective Optimization Problems. Auraham Camacho, Gregorio Toscano Pulido, Ricardo Landa Becerra, Hisao Ishibuchi |
| 2019 | Investigating the Normalization Procedure of NSGA-III. Julian Blank, Kalyanmoy Deb, Proteek Chandan Roy |
| 2019 | Knowledge Discovery in Scheduling Systems Using Evolutionary Bilevel Optimization and Visual Analytics. Julian Schulte, Niclas Feldkamp, Sören Bergmann, Volker Nissen |
| 2019 | Linear Search Mechanism for Multi- and Many-Objective Optimisation. Heiner Zille, Sanaz Mostaghim |
| 2019 | MAC: Many-objective Automatic Algorithm Configuration. Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers |
| 2019 | Make Evolutionary Multiobjective Algorithms Scale Better with Advanced Data Structures: Van Emde Boas Tree for Non-dominated Sorting. Maxim Buzdalov |
| 2019 | Multi-objective Techniques for Single-Objective Local Search: A Case Study on Traveling Salesman Problem. Jialong Shi, Jianyong Sun, Qingfu Zhang |
| 2019 | Multimodality in Multi-objective Optimization - More Boon than Bane? Christian Grimme, Pascal Kerschke, Heike Trautmann |
| 2019 | Mutual Rationalizability in Vector-Payoff Games. Erella Matalon Eisenstadt, Amiram Moshaiov |
| 2019 | NSGA-II for Solving Multiobjective Integer Minimum Cost Flow Problem with Probabilistic Tree-Based Representation. Behrooz Ghasemishabankareh, Melih Ozlen, Xiaodong Li |
| 2019 | Neuroevolutionary Multiobjective Methodology for the Optimization of the Injection Blow Molding Process. Renê Pinto, Hugo Silva, Fernando M. Duarte, Joao Nunes, António Gaspar-Cunha |
| 2019 | On Bi-objective Convex-Quadratic Problems. Cheikh Toure, Anne Auger, Dimo Brockhoff, Nikolaus Hansen |
| 2019 | On Dealing with Uncertainties from Kriging Models in Offline Data-Driven Evolutionary Multiobjective Optimization. Atanu Mazumdar, Tinkle Chugh, Kaisa Miettinen, Manuel López-Ibáñez |
| 2019 | On Timing the Nadir-Point Estimation and/or Termination of Reference-Based Multi- and Many-objective Evolutionary Algorithms. Dhish Kumar Saxena, Sarang Kapoor |
| 2019 | On the Convergence of Decomposition Algorithms in Many-Objective Problems. Ricardo H. C. Takahashi |
| 2019 | Opposition-Based Multi-objective Binary Differential Evolution for Multi-label Feature Selection. Azam Asilian Bidgoli, Shahryar Rahnamayan, Hossein Ebrahimpour-Komleh |
| 2019 | Optimum Wind Farm Layouts: A Many-Objective Perspective and Case Study. Kalyan Shankar Bhattacharjee, Hemant Kumar Singh, Tapabrata Ray |
| 2019 | Pareto Optimal Set Approximation by Models: A Linear Case. Aimin Zhou, Haoying Zhao, Hu Zhang, Guixu Zhang |
| 2019 | Process-Monitoring-for-Quality - A Model Selection Criterion for Genetic Programming. Carlos A. Escobar, Diana M. Wegner, Abhinav Gaur, Rubén Morales-Menéndez |
| 2019 | Progressive Preference Learning: Proof-of-Principle Results in MOEA/D. Ke Li |
| 2019 | Reliable Biobjective Solution of Stochastic Problems Using Metamodels. Marius Bommert, Günter Rudolph |
| 2019 | Runtime Analysis of Evolutionary Multi-objective Algorithms Optimising the Degree and Diameter of Spanning Trees. Wanru Gao, Mojgan Pourhassan, Vahid Roostapour, Frank Neumann |
| 2019 | Simulation Optimization of Water Usage and Crop Yield Using Precision Irrigation. Proteek Chandan Roy, Andrey K. Guber, Mohammad Abouali, A. Pouyan Nejadhashemi, Kalyanmoy Deb, Alvin J. M. Smucker |
| 2019 | Solving Nonlinear Equation Systems Using Multiobjective Differential Evolution. Jing-Yu Ji, Wei-Jie Yu, Jun Zhang |
| 2019 | The Expected R2-Indicator Improvement for Multi-objective Bayesian Optimization. André H. Deutz, Michael Emmerich, Kaifeng Yang |
| 2019 | The Hypervolume Indicator as a Performance Measure in Dynamic Optimization. Sabrina M. Oliveira, Elizabeth F. Wanner, Sérgio Ricardo de Souza, Leonardo C. T. Bezerra, Thomas Stützle |
| 2019 | Toward a New Family of Hybrid Evolutionary Algorithms. Lourdes Uribe, Oliver Schütze, Adriana Lara |
| 2019 | Trend Mining: A Visualization Technique to Discover Variable Trends in the Objective Space. Sunith Bandaru, Amos H. C. Ng |
| 2019 | Trust-Region Based Multi-objective Optimization for Low Budget Scenarios. Proteek Chandan Roy, Rayan Hussein, Julian Blank, Kalyanmoy Deb |
| 2019 | Variation Rate: An Alternative to Maintain Diversity in Decision Space for Multi-objective Evolutionary Algorithms. Oliver Cuate, Oliver Schütze |
| 2019 | sParEGO - A Hybrid Optimization Algorithm for Expensive Uncertain Multi-objective Optimization Problems. João A. Duro, Robin C. Purshouse, Shaul Salomon, Daniel C. Oara, Visakan Kadirkamanathan, Peter J. Fleming |