| 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 Reference- and Hypervolume-Based MOEA on Solving Many-Objective Optimization Problems. | Dani Irawan, Boris Naujoks |
| 2019 | Multimodality in Multi-objective Optimization - More Boon than Bane? | Christian Grimme, Pascal Kerschke, Heike Trautmann |
| 2019 | NSGA-II for Solving Multiobjective Integer Minimum Cost Flow Problem with Probabilistic Tree-Based Representation. | Behrooz Ghasemishabankareh, Melih Ozlen, Xiaodong Li |
| 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 | CRI-EMOA: A Pareto-Front Shape Invariant Evolutionary Multi-objective Algorithm. | Jess Guillermo Falcn-Cardona, Carlos A. Coello Coello, Michael Emmerich |
| 2019 | Process-Monitoring-for-Quality - A Model Selection Criterion for Genetic Programming. | Carlos A. Escobar, Diana M. Wegner, Abhinav Gaur, Rubn Morales-Menndez |
| 2019 | Mutual Rationalizability in Vector-Payoff Games. | Erella Matalon Eisenstadt, Amiram Moshaiov |
| 2019 | sParEGO - A Hybrid Optimization Algorithm for Expensive Uncertain Multi-objective Optimization Problems. | Joo A. Duro, Robin C. Purshouse, Shaul Salomon, Daniel C. Oara, Visakan Kadirkamanathan, Peter J. Fleming |
| 2019 | The Expected R2-Indicator Improvement for Multi-objective Bayesian Optimization. | Andr H. Deutz, Michael Emmerich, Kaifeng Yang |
| 2019 | Generating Uniformly Distributed Points on a Unit Simplex for Evolutionary Many-Objective Optimization. | Kalyanmoy Deb, Sunith Bandaru, Haitham Seada |
| 2019 | A New Hybrid Metaheuristic for Equality Constrained Bi-objective Optimization Problems. | Oliver Cuate, Lourdes Uribe, Antonin Ponsich, Adriana Lara, Fernanda Beltran, Alberto Rodrguez Snchez, Oliver Schtze |
| 2019 | Variation Rate: An Alternative to Maintain Diversity in Decision Space for Multi-objective Evolutionary Algorithms. | Oliver Cuate, Oliver Schtze |
| 2019 | Indicator-Based Weight Adaptation for Solving Many-Objective Optimization Problems. | Auraham Camacho, Gregorio Toscano Pulido, Ricardo Landa Becerra, Hisao Ishibuchi |
| 2019 | Make Evolutionary Multiobjective Algorithms Scale Better with Advanced Data Structures: Van Emde Boas Tree for Non-dominated Sorting. | Maxim Buzdalov |
| 2019 | Bi-objective Orienteering: Towards a Dynamic Multi-objective Evolutionary Algorithm. | Jakob Bossek, Christian Grimme, Stephan Meisel, Gnter Rudolph, Heike Trautmann |
| 2019 | Reliable Biobjective Solution of Stochastic Problems Using Metamodels. | Marius Bommert, Gnter Rudolph |
| 2019 | Analysing Optimisation Data for Multicriteria Building Spatial Design. | Koen van der Blom, Sjonnie Boonstra, Hrm Hofmeyer, Michael Emmerich |
| 2019 | Investigating the Normalization Procedure of NSGA-III. | Julian Blank, Kalyanmoy Deb, Proteek Chandan Roy |
| 2019 | A Formal Model for Multi-objective Optimisation of Network Function Virtualisation Placement. | Joseph Billingsley, Ke Li, Wang Miao, Geyong Min, Nektarios Georgalas |
| 2019 | Opposition-Based Multi-objective Binary Differential Evolution for Multi-label Feature Selection. | Azam Asilian Bidgoli, Shahryar Rahnamayan, Hossein Ebrahimpour-Komleh |
| 2019 | GDE4: The Generalized Differential Evolution with Ordered Mutation. | Azam Asilian Bidgoli, Sedigheh Mahdavi, 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 | A Dichotomous Approach to Reduce Rank Reversal Occurrences in PROMETHEE II Rankings. | Erica Berghman, Yves De Smet, Jean Rosenfeld, Dimitri Van Assche |
| 2019 | Trend Mining: A Visualization Technique to Discover Variable Trends in the Objective Space. | Sunith Bandaru, Amos H. C. Ng |