| 2019 | On the Convergence of Decomposition Algorithms in Many-Objective Problems. | Ricardo H. C. Takahashi |
| 2019 | Evolving Generalized Solutions for Robust Multi-objective Optimization: Transportation Analysis in Disaster. | Keiki Takadama, Keiji Sato, Hiroyuki Sato |
| 2019 | Multi-objective Techniques for Single-Objective Local Search: A Case Study on Traveling Salesman Problem. | Jialong Shi, Jianyong Sun, Qingfu Zhang |
| 2019 | Diversity over Dominance Approach for Many-Objective Optimization on Reference-Points-Based Framework. | Deepak Sharma, Syed Zaheer Basha, Sandula Ajay Kumar |
| 2019 | Knowledge Discovery in Scheduling Systems Using Evolutionary Bilevel Optimization and Visual Analytics. | Julian Schulte, Niclas Feldkamp, Sren Bergmann, Volker Nissen |
| 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 | A Parallel Tabu Search Heuristic to Approximate Uniform Designs for Reference Set Based MOEAs. | Alberto Rodrguez Snchez, Antonin Ponsich, Antonio Lpez Jaimes, Sal Zapotecas Martnez |
| 2019 | IRA-EMO: Interactive Method Using Reservation and Aspiration Levels for Evolutionary Multiobjective Optimization. | Rubn Saborido, Ana Belen Ruiz, Mariano Luque, Kaisa Miettinen |
| 2019 | Trust-Region Based Multi-objective Optimization for Low Budget Scenarios. | Proteek Chandan Roy, Rayan Hussein, Julian Blank, Kalyanmoy Deb |
| 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 | MAC: Many-objective Automatic Algorithm Configuration. | Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brvilliers |
| 2019 | Constrained Multi-objective Optimization Method for Practical Scientific Workflow Resource Selection. | Courtney Powell, Katsunori Miura, Masaharu Munetomo |
| 2019 | Neuroevolutionary Multiobjective Methodology for the Optimization of the Injection Blow Molding Process. | Ren Pinto, Hugo Silva, Fernando M. Duarte, Joao Nunes, Antnio Gaspar-Cunha |
| 2019 | Configuration of a Dynamic MOLS Algorithm for Bi-objective Flowshop Scheduling. | Camille Pageau, Aymeric Blot, Holger H. Hoos, Marie-Elonore Kessaci, Laetitia Jourdan |
| 2019 | The Hypervolume Indicator as a Performance Measure in Dynamic Optimization. | Sabrina M. Oliveira, Elizabeth F. Wanner, Srgio Ricardo de Souza, Leonardo C. T. Bezerra, Thomas Sttzle |
| 2019 | Evolutionary Many-Constraint Optimization: An Exploratory Analysis. | Mengjun Ming, Rui Wang, Tao Zhang |
| 2019 | On Dealing with Uncertainties from Kriging Models in Offline Data-Driven Evolutionary Multiobjective Optimization. | Atanu Mazumdar, Tinkle Chugh, Kaisa Miettinen, Manuel Lpez-Ibez |
| 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 | Approximating Pareto Set Topology by Cubic Interpolation on Bi-objective Problems. | Yuri Marca, Hernn E. Aguirre, Sal Zapotecas Martnez, Arnaud Liefooghe, Bilel Derbel, Sbastien Vrel, Kiyoshi Tanaka |
| 2019 | An Empirical Investigation of the Optimality and Monotonicity Properties of Multiobjective Archiving Methods. | Miqing Li, Xin Yao |
| 2019 | Adjustment of Weight Vectors of Penalty-Based Boundary Intersection Method in MOEA/D. | Hui Li, Jianyong Sun, Qingfu Zhang, Yuxiang Shui |
| 2019 | Progressive Preference Learning: Proof-of-Principle Results in MOEA/D. | Ke Li |
| 2019 | Solving Nonlinear Equation Systems Using Multiobjective Differential Evolution. | Jing-Yu Ji, Wei-Jie Yu, Jun Zhang |
| 2019 | Comparison of Multi-objective Optimization Methods Applied to Electrical Machine Design. | William R. Jensen, Thang Q. Pham, Shanelle N. Foster |
| 2019 | Estimating Relevance of Variables for Effective Recombination. | Taishi Ito, Hernn E. Aguirre, Kiyoshi Tanaka, Arnaud Liefooghe, Bilel Derbel, Sbastien Vrel |