| 2022 | Simulated annealing is a polynomial-time approximation scheme for the minimum spanning tree problem. | Benjamin Doerr, Amirhossein Rajabi, Carsten Witt |
| 2022 | The (1 + (λ, λ)) global SEMO algorithm. | Benjamin Doerr, Omar El Hadri, Adrien Pinard |
| 2022 | Towards a stronger theory for permutation-based evolutionary algorithms. | Benjamin Doerr, Yassine Ghannane, Marouane Ibn Brahim |
| 2022 | A gentle introduction to theory (for non-theoreticians). | Benjamin Doerr |
| 2022 | Balancing teams with quality-diversity for heterogeneous multiagent coordination. | Gaurav Dixit, Kagan Tumer |
| 2022 | Diversifying behaviors for learning in asymmetric multiagent systems. | Gaurav Dixit, Everardo Gonzalez, Kagan Tumer |
| 2022 | Evolutionary quantum architecture search for parametrized quantum circuits. | Li Ding, Lee Spector |
| 2022 | NL-SOMA-CLP for real parameter single objective bound constrained optimization. | Hao Ding, Yongfeng Gu, Hua Wu, Jun Zhou |
| 2022 | Lexicase selection at scale. | Li Ding, Ryan Boldi, Thomas Helmuth, Lee Spector |
| 2022 | Going faster and hence further with lexicase selection. | Li Ding, Ryan Boldi, Thomas Helmuth, Lee Spector |
| 2022 | Environment induced emergence of collective behavior in evolving swarms with limited sensing. | Fuda van Diggelen, Jie Luo, Tugay Alperen Karagzel, Nicolas Cambier, Eliseo Ferrante, A. E. Eiben |
| 2022 | Initialisation and grammar design in grammar-guided evolutionary computation. | Grant Dick, Peter A. Whigham |
| 2022 | Adaptive objective configuration in bi-objective evolutionary optimization for cervical cancer brachytherapy treatment planning. | Leah R. M. Dickhoff, Ellen M. Kerkhof, Heloisa H. Deuzeman, Carien L. Creutzberg, Tanja Alderliesten, Peter A. N. Bosman |
| 2022 | Genetic programming, standardisation, and stochastic gradient descent revisited: initial findings on SRBench. | Grant Dick |
| 2022 | Neural architecture search using genetic algorithm for facial expression recognition. | Shuchao Deng, Yanan Sun, Edgar Galvn |
| 2022 | Particle swarm optimisation for sparsity-based feature selection in multi-label classification. | Kaan Demir, Bach Hoai Nguyen, Bing Xue, Mengjie Zhang |
| 2022 | Routing for bridge inspecting robots using a metaheuristic genetic algorithm. | Bryan Dedeurwaerder, Sushil J. Louis, Siming Liu, Nicholas Harris |
| 2022 | Selecting continuous life-like cellular automata for halting unpredictability: evolving for abiogenesis. | Q. Tyrell Davis, Josh C. Bongard |
| 2022 | Fast non-elitist evolutionary algorithms with power-law ranking selection. | Duc-Cuong Dang, Anton V. Eremeev, Per Kristian Lehre, Xiaoyu Qin |
| 2022 | Multi-objective counterfactual fairness. | Susanne Dandl, Florian Pfisterer, Bernd Bischl |
| 2022 | Genetic algorithm for qubits initialisation in noisy intermediate-scale quantum machines: the IBM case study. | Zakaria Abdelmoiz Dahi, Francisco Chicano, Gabriel Luque, Enrique Alba |
| 2022 | Interpretable AI for policy-making in pandemics. | Leonardo Lucio Custode, Giovanni Iacca |
| 2022 | Interpretable pipelines with evolutionary optimized modules for reinforcement learning tasks with visual inputs. | Leonardo Lucio Custode, Giovanni Iacca |
| 2022 | Dynamic perturbation for population diversity management in differential evolution. | Le Van Cuong, Nguyen Ngoc Bao, Nguyen Khanh Phuong, Huynh Thi Thanh Binh |
| 2022 | Accelerating neural architecture exploration across modalities using genetic algorithms. | Daniel Cummings, Sharath Nittur Sridhar, Anthony Sarah, Maciej Szankin |