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Publication search results
found 673 matches
- 2023
- Bekir Afsar, Johanna M. Silvennoinen, Kaisa Miettinen:
A Systematic Way of Structuring Real-World Multiobjective Optimization Problems. EMO 2023: 593-605 - Divyam Aggarwal, Dhish Kumar Saxena, Thomas Bäck, Michael Emmerich:
Real-World Airline Crew Pairing Optimization: Customized Genetic Algorithm Versus Column Generation Method. EMO 2023: 518-531 - Drishti Bhasin, Sajag Swami, Sarthak Sharma, Saumya Sah, Dhish Kumar Saxena, Kalyanmoy Deb:
Investigating Innovized Progress Operators with Different Machine Learning Methods. EMO 2023: 134-146 - Paramita Biswas, Anirban Mukhopadhyay:
A Multi-objective Evolutionary Framework for Identifying Dengue Stage-Specific Differentially Co-expressed and Functionally Enriched Gene Modules. EMO 2023: 504-517 - Renzhi Chen, Ke Li:
Data-Driven Evolutionary Multi-objective Optimization Based on Multiple-Gradient Descent for Disconnected Pareto Fronts. EMO 2023: 56-70 - Kalyanmoy Deb, Aryan Gondkar, Anirudh Suresh:
Learning to Predict Pareto-Optimal Solutions from Pseudo-weights. EMO 2023: 191-204 - Timo M. Deist, Monika Grewal, Frank J. W. M. Dankers, Tanja Alderliesten, Peter A. N. Bosman:
Multi-objective Learning Using HV Maximization. EMO 2023: 103-117 - André H. Deutz, Michael Emmerich, Hao Wang:
The Hypervolume Indicator Hessian Matrix: Analytical Expression, Computational Time Complexity, and Sparsity. EMO 2023: 405-418 - António Gaspar-Cunha, Paulo Costa, Francisco José Monaco, Alexandre C. B. Delbem:
Scalability of Multi-objective Evolutionary Algorithms for Solving Real-World Complex Optimization Problems. EMO 2023: 86-100 - Abhiroop Ghosh, Kalyanmoy Deb, Ronald C. Averill, Erik D. Goodman:
IK-EMOViz: An Interactive Knowledge-Based Evolutionary Multi-objective Optimization Framework. EMO 2023: 606-619 - Ritam Guha, Kalyanmoy Deb:
RegEMO: Sacrificing Pareto-Optimality for Regularity in Multi-objective Problem-Solving. EMO 2023: 29-42 - Ping Guo, Qingfu Zhang, Xi Lin:
Approximation of a Pareto Set Segment Using a Linear Model with Sharing Variables. EMO 2023: 247-259 - Hao Hao, Aimin Zhou:
A Relation Surrogate Model for Expensive Multiobjective Continuous and Combinatorial Optimization. EMO 2023: 205-217 - Linjun He, Yang Nan, Hisao Ishibuchi, Dipti Srinivasan:
Preference-Based Nonlinear Normalization for Multiobjective Optimization. EMO 2023: 563-577 - Julia Heise, Sanaz Mostaghim:
Online Learning Hyper-Heuristics in Multi-Objective Evolutionary Algorithms. EMO 2023: 162-175 - Steve Huntsman:
Diversity Enhancement via Magnitude. EMO 2023: 377-390 - Hisao Ishibuchi, Yang Nan, Lie Meng Pang:
Performance Evaluation of Multi-objective Evolutionary Algorithms Using Artificial and Real-world Problems. EMO 2023: 333-347 - Victoria Johnson, João A. Duro, Visakan Kadirkamanathan, Robin C. Purshouse:
A Scalable Test Suite for Bi-objective Multidisciplinary Optimization. EMO 2023: 319-332 - Angus Kenny, Tapabrata Ray, Hemant Kumar Singh, Xiaodong Li:
A Test Suite for Multi-objective Multi-fidelity Optimization. EMO 2023: 361-373 - Giomara Lárraga, Bhupinder Singh Saini, Kaisa Miettinen:
Incorporating Preference Information Interactively in NSGA-III by the Adaptation of Reference Vectors. EMO 2023: 578-592 - Clément Legrand, Diego Cattaruzza, Laetitia Jourdan, Marie-Eléonore Kessaci:
Improving MOEA/D with Knowledge Discovery. Application to a Bi-objective Routing Problem. EMO 2023: 462-475 - Arnaud Liefooghe, Sébastien Vérel, Tinkle Chugh, Jonathan E. Fieldsend, Richard Allmendinger, Kaisa Miettinen:
Feature-Based Benchmarking of Distance-Based Multi/Many-objective Optimisation Problems: A Machine Learning Perspective. EMO 2023: 260-273 - Shiqing Liu, Xueming Yan, Yaochu Jin:
End-to-End Pareto Set Prediction with Graph Neural Networks for Multi-objective Facility Location. EMO 2023: 147-161 - Fei Liu, Qingfu Zhang:
A Two-Stage Algorithm for Integer Multiobjective Simulation Optimization. EMO 2023: 17-28 - Sebastian Mai, Tobias Benecke, Sanaz Mostaghim:
MACO: A Real-World Inspired Benchmark for Multi-objective Evolutionary Algorithms. EMO 2023: 305-318 - Krzysztof Michalak:
Evolutionary Algorithms with Machine Learning Models for Multiobjective Optimization in Epidemics Control. EMO 2023: 435-448 - Krzysztof Michalak, Mario Giacobini:
Multiobjective Optimization of Evolutionary Neural Networks for Animal Trade Movements Prediction. EMO 2023: 532-545 - Yang Nan, Hisao Ishibuchi, Tianye Shu, Ke Shang:
Two-Stage Greedy Approximated Hypervolume Subset Selection for Large-Scale Problems. EMO 2023: 391-404 - Lie Meng Pang, Yang Nan, Hisao Ishibuchi:
Partially Degenerate Multi-objective Test Problems. EMO 2023: 277-290 - Ksenia Pereverdieva, Michael Emmerich, André H. Deutz, Tessa Ezendam, Thomas Bäck, Hèrm Hofmeyer:
The Prism-Net Search Space Representation for Multi-objective Building Spatial Design. EMO 2023: 476-489
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