Reception Session Chair: Gui DeSouza and Gary Yen (General Co-Chairs) Sunday, July 2, 2023 at 6:00:00 PM CDT – Sunday, July 2, 2023 at 8:00:00 PM CDT in Eleve Ballroom
Monday, July 3rd
Plenary 1 Session Chair: Jim Keller, Monday, July 3, 2023 at 9:00:00 AM CDT – Monday, July 3, 2023 at 10:00:00 AM CDT in Zurich D
Pioneer Award and CEC 2023 (60m)
Stephanie Forrest
MM Short Break Monday, July 3, 2023 at 10:00:00 AM CDT – Monday, July 3, 2023 at 10:10:00 AM CDT in Zurich Foyer
MM1 SS: Adaptive Swarm Session Chair: Alanna McNulty Monday, July 3, 2023 at 10:10:00 AM CDT – Monday, July 3, 2023 at 10:50:00 AM CDT Zurich A
A Framework for Meta-heuristic Parameter Performance Prediction Using Fitness Landscape Analysis and Machine Learning (20m)
Liam McDevitt (Brock University)
Kyle Harrison (University of Newcastle)
Beatrice Ombuki-Berman (Brock University )
Behavioural Swarm Optimisation for Stable Slung-load Aerial Transportation (20m)
Jingyu Chen (University of Sheffield)
John Oyekan (The University of Sheffield)
MM2 SS: Evolutionary Computation for Music, Art, and Creativity Session Chairs: Chuan-Kang Ting and Seyed Mohamad Ali Tousi Monday, July 3, 2023 at 10:10:00 AM CDT – Monday, July 3, 2023 at 10:50:00 AM CDT Zurich B
Investigating Style Forming and Twisting by Adapting AntsOMG for Composing Second Species Counterpoint (20m)
CHUN-YIEN CHANG (National Yang Ming Chiao Tung University)
Ying-ping Chen (National Yang Ming Chiao Tung University)
A Surrogate Assisted Evolutionary Strategy for Image Approximation by Density-Ratio Estimation (20m)
Phoenix Williams (University of Exeter)
Ke Li (University of Exeter)
Prof.Geyong Min (University Of Exeter)
MM3 Evolved Neural Networks Session Chair: Derek Anderson Monday, July 3, 2023 at 10:10:00 AM CDT – Monday, July 3, 2023 at 10:50:00 AM CDT Zurich C
An Alternative Pareto-based Approach to Multi-objective Neural Architecture Search (20m)
Meyssa Zouambi (Université de Lille)
A Long Short-term Memory Prediction-based Dynamic Multi-objective Evolutionary Optimization Algorithm ()
Gejie Rang (Shantou University)
Wenji Li (Shantou University)
Zhun Fan (Shantou University)
MM4 EvC in Control Session Chairs: Tanja Katharina Kaiser and Ramy Farag Monday, July 3, 2023 at 10:10:00 AM CDT – Monday, July 3, 2023 at 10:50:00 AM CDT Zurich E
Multi-Objective Grouped Grey Wolf Optimization of PID Controllers Applied to a Water Treatment Plant Model (20m)
Viviana Mariani (PUCPR)
Leandro Coelho (PUCPR)
Manta Ray Foraging Optimization Approaches on Multivariable PID Controller Tuning (20m)
Viviana Mariani (PUCPR)
Leandro Coelho (PUCPR)
MM Coffee Break Session Chair: N/A Monday, July 3, 2023 at 10:50:00 AM CDT – Monday, July 3, 2023 at 11:10:00 AM CDT in Zurich Foyer
MM5 SS: Advances in Decomposition-based Evolutionary Multi-objective Optimization (ADEMO) Session Chairs: Saul ZapotecasMartinez and Fei Li Monday, July 3, 2023 at 11:10:00 AM CDT – Monday, July 3, 2023 at 12:10:00 PM CDT Zurich A
Exact Formulas for the Computation of Expected Tchebycheff Improvement (20m)
Liang ZHAO (City University of Hong Kong)
Qingfu Zhang (City University of Hong Kong)
A Many-objective Evolutionary Algorithm Based on Hybrid Dynamic Decomposition (20m)
MM6 SS: Automated Algorithm Design for Evolutionary Computation & Evolutionary Computation for Automated Design of Machine Learning and Search Session Chair: Ivan Amaya and Jorge Cruz Duarte Monday, July 3, 2023 at 11:10:00 AM CDT – Monday, July 3, 2023 at 12:10:00 PM CDT Zurich B
When Simpler is Better: Automated Configuration of a University Timetabling Solver (20m)
Thomas Feutrier (CRIStAL, University of Lille)
Nadarajen Veerapen (University of Lille)
Marie-Eléonore Kessaci (University of Lille)
Sensitivity analysis of RF+clust for leave-one-problem-out performance prediction (20m)
Ana Nikolikj (Institut Jozef Stefan)
Michal Pluhacek (Tomas Bata University in Zlin, Faculty of Applied Informatics)
Carola Doerr (Sorbonne University)
Peter Korosec (Jozef Stefan Institute)
Tome Eftimov (Jozef Stefan Institute)
Improvement of Computational Performance of Evolutionary AutoML in a Heterogeneous Environment (20m)
Nikolay Nikitin (ITMO University)
Denis Nasonov (ITMO University)
MM7 J2C: Journal to Conference Session Chair: Gary Yen Monday, July 3, 2023 at 11:10:00 AM CDT – Monday, July 3, 2023 at 12:10:00 PM CDT Zurich C
Evolutionary Computation in Action: Hyperdimensional Deep Embedding Spaces of Gigapixel Pathology Images, in IEEE Transactions on Evolutionary Computation, Vol. 27, No. 1, February 2023, pp. 52-66 (20m)
Azam Asilian Bidgoli, Shahryar Rahnamayan, Taher Dehkharghanian, Abtin Riasatian, and Hamid R. Tizhoosh
Batched Data-Driven Evolutionary Multiobjective Optimization Based on Manifold Interpolation, in IEEE Transactions on Evolutionary Computation, Vol. 27, No. 1, February 2023, pp. 126-140 (20m)
Ke Li and Renzhi Chen
Multiobjective Multitask Optimization-Neighborhood as a Bridge for Knowledge Transfer, in IEEE Transactions on Evolutionary Computation, Vol. 27, No. 1, February 2023, pp. 155-169
Xianpeng Wang, Zhiming Dong, Lixin Tang, and Qingfu Zhang
MM8 SS: Evolutionary Computation for Feature Selection, Extraction and Dimensionality Reduction Session Chair: Parth Upadhyay Monday, July 3, 2023 at 11:10:01 AM CDT – Monday, July 3, 2023 at 12:10:01 PM CDT Zurich E
Solving the Discretization-based Feature Construction Problem using Bi-level Evolutionary Optimization (20m)
Rihab Said (SMART lab, University of Tunis, ISG-Campus, Tunis, Tunisia)
Slim Bechikh (SMART lab, University of Tunis, ISG-Campus, Tunis, Tunisia)
Carlos Coello Coello (CINVESTAV-IPN)
Lamjed Ben Said (SOIE Laboratory, High Institute of Management, Tunisia)
Multi-Objective Wrapper Differential Evolution with Guided Initial Population for Feature Selection (20m)
Gabriel Dominico (UFRGS)
Leonardo da Luz Dorneles (Federal University of Rio Grande do Sul)
Marcio Dorn (Federal University of Rio Grande do Sul)
Zhi-Hui Zhan (South China University of Technology )
Mon Lunch Monday, July 3, 2023 at 12:10:00 PM CDT – Monday, July 3, 2023 at 2:00:00 PM CDT in Lucerne
MA1 SS: Large-Scale Multi-Objective Optimization Session Chairs: Borko Boskovic and Kalyanmoy Deb Monday, July 3, 2023 at 2:00:00 PM CDT – Monday, July 3, 2023 at 3:40:00 PM CDT Zurich A
Effects of Pareto Set on the Performance of Problem Reformulation-Based Large-Scale Multiobjective Optimization Algorithms (20m)
Handing Wang (Xidian University)
Yaochu Jin (Bielefeld University)
A Sparsity-Guided Elitism Co-Evolutionary Framework for Sparse Large-Scale Multi-Objective Optimization (20m)
chengming wu (Anhui University)
Ye Tian (Anhui University)
Xingyi Zhang (Anhui University)
Optimizing Large-Scale Distribution Center Locations During the COVID-19 Quarantine (20m)
Luchen Wang (Anhui University)
Ye Tian (Anhui University)
Xiaoshu Xiang (Anhui University)
Xingyi Zhang (Anhui University)
Modified Robust Optimization Over Time for Process Parameter Optimization in Pre-Oxidation Process of Carbon Fiber Production ()
Yilin Fang (Wuhan University of Technology)
Ziheng Zhao (Wuhan University of Technology)
Liang Jin (Wuhan University of Technology)
Kunlun Li (Wuhan University of Technology)
Applying Multi-Fidelity Optimization for Process Parameter Optimization in Polymerization Process of Carbon Fiber Production ()
Liang Jin (Wuhan University of Technology)
Xinwei Lu (Wuhan University of Technology)
Yilin Fang (Wuhan University of Technology)
Kunlun Li (Wuhan University of Technology)
MA2 SS: Quantum Artificial Intelligence Session Chair: Zakaria Abdelmoiz DAHI Monday, July 3, 2023 at 2:00:00 PM CDT – Monday, July 3, 2023 at 3:40:00 PM CDT Zurich B
On the Effect of Quantum Noise in Quantum Genetic Algorithms (20m)
Giovanni Acampora (University of Naples Federico II)
Roberto Schiattarella (University of Naples Federico II)
A Comparison of Evolutionary Algorithms for Training Variational Quantum Classifiers (20m)
Giovanni Acampora (University of Naples Federico II)
Angela Chiatto (University of Naples Federico II)
Autilia Vitiello (University of Naples Federico II)
A Competent Memetic Algorithm for Error Mitigation in Quantum Measurement (20m)
Giovanni Acampora (University of Naples Federico II)
Autilia Vitiello (University of Naples Federico II)
Trend Ratio-based Portfolio Optimization Model Adopting Entanglement-enhanced Quantum-inspired Evolutionary Computation in the Global Financial Markets (20m)
Yu-Chi Jiang (National Taiwan University)
Ming-Ho Chang (National Chi Nan University)
Yu-Yu Chang (National Chi Nan University)
Kun-Min Wu (National Chi Nan University)
Po-Chun Chen (National Chi Nan University)
Yong Feng Tong (National Chi Nan University)
Yun-Ting Lai (National Chi Nan University)
Shu-Yu Kuo (National Taiwan University)
Yao-Hsin Chou (National Chi Nan University)
Multi-qubit Bacterial Foraging Optimization Based Pilot Assignment and Access Point Selection in Cell-Free Massive MIMO (20m)
Geng Chenyu (Chenyu Geng)
Yan Zhiwei (Nanjing University of Posts and Telecommunications)
Caiyun Zhu (Caiyun Zhu)
Wei JI (Nanjing University of Posts and Telecommunications)
Li Fei (Nanjing University of Posts and Telecommunications)
MA3 Large-scale problems Session Chairs: Diego Oliva and Jyotheesh Gaddam Monday, July 3, 2023 at 2:00:00 PM CDT – Monday, July 3, 2023 at 3:40:00 PM CDT Zurich C
An Elite-Guided Evolutionary Algorithm for Large-Scale Multi-Objective Optimization (20m)
Xiangzhou Gao (Harbin Institute of Technology)
Block Differential Evolution (20m)
Rasa Khosrowshahli (Ontario Tech University)
A Novel Cooperative Co-evolutionary Framework for Large-scale Overlapping Problems (20m)
Mingke Chen (East China University Of Science and Technology)
Utilizing Innovization to Solve Large-scale Multi-objective Chesapeake Bay Watershed Problem (20m)
Gregorio Toscano (Michigan State University)
Kalyanmoy Deb (“Michigan State University, East Lansing, USA”)
Adjacent Intensity Matrix with Linkage Identification for Large-scale Optimization in noisy environments ()
Rui Zhong (Hokkaido University)
Masaharu Munetomo (Hokkaido University)
MA4 SS: Evolutionary Scheduling Session Chairs: Efren Mezura-Montes and Frank Neumann Monday, July 3, 2023 at 2:00:00 PM CDT – Monday, July 3, 2023 at 3:40:00 PM CDT Zurich E
Transposition Point Optimization for Voltage Unbalance Mitigation in Electric Power Distribution Systems by Integer Form of Population-Based Incremental Learning (20m)
Yuto Kobayashi (Meiji University)
Yoshikazu Fukuyama (Meiji University)
Multi-Objective Optimization of Critical Node Detection Based on Both Cascading and Non-cascading Scenarios in Complex Networks (20m)
Xinyi Feng (Anhui University)
Haipeng Yang (Anhui University)
Lei Zhang (Anhui University)
Recursive Hyper-heuristics for the Job Shop Scheduling Problem (20m)
Jorge Cruz-Duarte (Tecnológico de Monterrey)
José Carlos Ortiz-Bayliss (Tecnologico de Monterrey)
Ivan Amaya (Tecnologico de Monterrey)
Interpretability-Aware Multi-Objective Genetic Programming for Scheduling Heuristics Learning in Dynamic Flexible Job Shop Scheduling (20m)
Fangfang Zhang (Victoria University of Wellington)
Yi Mei (Victoria University of Wellington)
An Efficient Multitasking Ant Colony Optimization Framework ()
Wei-Li Liu (Guangdong Polytechnic Normal University)
Jinghui Zhong (South China University of Technology)
Ting Huang (Xidian University)
Zhiyong Lin ( Guangdong Polytechnic Normal University)
MA Coffee Break Session Chair: N/A Monday, July 3, 2023 at 3:40:00 PM CDT – Monday, July 3, 2023 at 4:00:00 PM CDT in Zurich Foyer
MA5 Discrete and Combinatorial Optimization & Evolutionary Strategies Session Chairs: Hisao Ishibuchi and Weili Liu Monday, July 3, 2023 at 4:00:00 PM CDT – Monday, July 3, 2023 at 5:40:00 PM CDT Zurich A
Benchmarking Algorithms for Submodular Optimization Problems Using IOHProfiler (20m)
Frank Neumann (The University of Adelaide, School of Computer Science, Faculty of Engineering, Computer and Mathematical Science)
Aneta Neumann (The University of Adelaide)
Chao Qian (Nanjing University)
Anh Do (The University of Adelaide)
Jacob de Nobel (University Leiden )
Diederick Vermetten (Leiden Institute for Advanced Computer Science)
Saba Sadeghi Ahouei (University of Adelaide)
Furong Ye (Leiden University)
Hao Wang (University Leiden)
Thomas Bäck (University Leiden)
The Natural Bias of Artificial Instances (20m)
Imanol Unanue (University of the Basque Country UPV/EHU)
Jose A Lozano (UPV/EHU)
Directed differential equation discovery using modified mutation and cross-over operators (20m)
Alexander Hvatov (ITMO University)
A comparative study of meta-heuristic algorithms for WSN deployment problem in indoor environments (20m)
Khaoula Zaimen (UHA)
Mohamed-el-Amine BRAHMIA (CESI LINEACT)
Lhassane Idoumghar (University of Haute Alsace)
Extreme Learning Machine-based Genetic Algorithm for the facility location problem with distributed demands on network edges (20m)
Mahmoud Golabi (University of Haute-Alsace)
Lhassane Idoumghar (University of Haute Alsace)
MA6 Combinatorial Optimization & Heuristics, Metaheuristics and Hyper-Heuristics Session Chairs Savio Sampaio and Bernhard Berger Monday, July 3, 2023 at 4:00:00 PM CDT – Monday, July 3, 2023 at 5:40:00 PM CDT Zurich B
An Improved Genetic Algorithm With Euclidean Geometry and Hybrid Heuristic Crossover for Traveling Salesman Problem (20m)
Bryan Zhu (Bellevue High)
Meta-Heuristics Approach for Arrival Sequencing and Delay Absorption through Automated Vectoring (20m)
Imen Dhief (Nanyang Technological University)
Sameer Alam (Nanyang Technological University)
Nimrod Lilith (Nanyang Technological University)
The Algorithm Selection Problem for Solving Sudoku with Metaheuristics (20m)
Danielle Notice (Lancaster University)
Ahmed Kheiri (Lancaster University)
Nicos Pavlidis (Lancaster University)
A Multi-Contractor Approach for MLRCPSP with the Graph Structure Optimization (20m)
Anastasiia Filatova (ITMO University)
Mikhail Kovalchuk (ITMO University)
Irina Deeva (ITMO University)
Denis Nasonov (ITMO University)
An hyper-heuristic based population management through statistical analysis and phases optimization (20m)
Alfonso Ramos-Michel (Universidad de Guadalajara)
Diego Oliva (Universidad de Guadalajara)
MA7 Multi objective optimization Session Chairs: Hemant Singh and Carlos Coello Coello Monday, July 3, 2023 at 4:00:00 PM CDT – Monday, July 3, 2023 at 5:40:00 PM CDT Zurich C
Expensive Many-Objective Optimization by Learning of the Strengthened Dominance Relation (20m)
Effects of External Archives on the Performance of Multi-Objective Evolutionary Algorithms on Real-world Problems (20m)
Yang Nan (Southern University of Science and Technology)
Tianye Shu (Southern University of Science and Technology)
Hisao Ishibuchi (Southern University of Science and Technology)
Finding Robust Solutions for Many-Objective Optimization Using NSGA-III (20m)
Deepanshu Yadav (Indian Institute of Technology Madras)
Palaniappan Ramu (IIT Madras)
Kalyanmoy Deb (“Michigan State University, East Lansing, USA”)
A Subspace-based Non-dominated Subset Selection Method ()
Qingshan Tan (China University of Geosciences (Wuhan))
Changhe Li (China University of Geosciences (Wuhan))
Shengxiang Yang (De Montfort University)
A Surrogate-ensemble Assisted Coevolutionary Algorithm for Expensive Constrained Multi-Objective Optimization Problems ()
Wenji Li (Shantou University)
Ruitao Mai (Shantou University )
Zhun Fan (Shantou University)
Zhifeng Hao (Shantou University)
MA8 Presentation of Competition Results Session Chair: Alexander Dockhorn, Monday, July 3, 2023 at 4:00:00 PM CDT – Monday, July 3, 2023 at 5:40:00 PM CDT Zurich E
End of Day Monday Session Chair: N/A Monday, July 3, 2023 at 5:40:00 PM CDT – Monday, July 3, 2023 at 5:40:00 PM CDT
Tuesday, July 4th
Plenary 2 Session Chair: Carlos Coello Coello Tuesday, July 4, 2023 at 9:00:00 AM CDT – Tuesday, July 4, 2023 at 10:00:00 AM CDT Zurich D
EA based search and AI in engineering applications (60m)
Markus Olhofer (Honda Research Institute Europe)
TM Short Break Tuesday, July 4, 2023 at 10:00:00 AM CDT – Tuesday, July 4, 2023 at 10:10:00 AM CDT Zurich Foyer
TM1 Evolutionary Robotics Session Chair: Gui DeSouza Tuesday, July 4, 2023 at 10:10:00 AM CDT – Tuesday, July 4, 2023 at 10:50:00 AM CDT Zurich A
Effective robotic swarm shepherding in the presence of obstacles (20m)
Jing Liu (University of New South Wales)
Hemant Kumar Singh (The University of New South Wales)
Saber Elsayed (University of New South Wales)
Robert Hunjet (DSTG )
Hussein Abbass (University of New South Wales – Canberra)
Evolution of Collective Decision-Making Mechanisms for Collective Perception (20m)
Tanja Katharina Kaiser (TU Dresden and ScaDS.AI Dresden/Leipzig)
TM2 SS: Evolutionary Transfer Learning & SS: Bilevel Optimization: Methods Session Chair: Nelishia Pillay Tuesday, July 4, 2023 at 10:10:00 AM CDT – Tuesday, July 4, 2023 at 10:50:00 AM CDT Zurich B
Evolving Intertask Mappings for Transfer in Reinforcement Learning (20m)
Minh Hua (Johns Hopkins University)
John Sheppard (Montana State University)
An Evaluation of Simple Solution Transfer Strategies for Bilevel Multiobjective Optimization (20m)
Bing Wang (The University of New South Wales)
Hemant Kumar Singh (The University of New South Wales)
Tapabrata Ray (University of New South Wales)
TM3 SS: Secure, Privacy-Preserving, and Fairness-Aware Optimization Session Chair: Zakaria Abdelmoiz DAHI Tuesday, July 4, 2023 at 10:10:00 AM CDT – Tuesday, July 4, 2023 at 10:50:00 AM CDT Zurich C
Federated Bayesian Optimization for Privacy-preserving Neural Architecture Search (20m)
Shiqing Liu (Bielefeld University)
Xilu Wang (Bielefeld University)
Yaochu Jin (Bielefeld University)
Privacy-Preserving Implementation of Local Search Algorithms for Collaboratively Solving Assignment Problems in Time-Critical Contexts (20m)
Christoph Schuetz (Johannes Kepler University Linz)
TM4 Evolved Neural Networks Session Chairs: Meyssa Zouambi and Yixiang Gao Tuesday, July 4, 2023 at 10:10:01 AM CDT – Tuesday, July 4, 2023 at 10:50:01 AM CDT Zurich E
Surrogate-assisted Evolution of Convolutional Neural Networks by Collaboratively Optimizing the Basic Blocks and Topologies (20m)
Yifan Li (Xidian University)
Jing Liu (Xidian University)
Continual learning of LSTM using ant colony optimization (20m)
Rikitaka Kinoyama (The University of Tokyo)
Suryanarayanan NAV (The University of Tokyo )
Hitoshi Iba (University of Tokyo)
TM Coffee Break Session Chair: N/A Tuesday, July 4, 2023 at 10:50:00 AM CDT – Tuesday, July 4, 2023 at 11:10:00 AM CDT in Zurich Foyer
TM5 SS: Advances in Decomposition-based Evolutionary Multi-objective Optimization (ADEMO) Session Chairs: Shahryar Rahnamayan and Saul ZapotecasMartinez Tuesday, July 4, 2023 at 11:10:00 AM CDT – Tuesday, July 4, 2023 at 12:10:00 PM CDT Zurich A
A Decomposition-Based Hybrid Algorithm for Multi-objective Vehicle Routing Problem with Time Windows (20m)
Yiwen WANG (City University of Hong Kong)
Qingfu Zhang (City University of Hong Kong)
The Combination of MOEA/D and WOF for Solving High-dimensional Expensive Multiobjective Optimization Problems (20m)
Yuxiang Shui (Xi’an Jiaotong University)
Jianyong Sun (Xi’an Jiaotong University)
Qingfu Zhang (City University of Hong Kong)
A Modified MOEA/D Based on Guided Search Directions for Large-scale Multiobjective Optimization ()
Yanhui Tang (Xi’an Jiaotong University)
Yuxiang Shui (Xi’an Jiaotong University)
Jianyong Sun (Xi’an Jiaotong University)
TM6 SS: Data-Driven Evolutionary Optimization of Computationally Expensive Problems Session Chairs: Gregorio Toscano-Pulido and Chaoli Sun Tuesday, July 4, 2023 at 11:10:00 AM CDT – Tuesday, July 4, 2023 at 12:10:00 PM CDT Zurich B
An Anisotropic Expected Improvement Criterion for Kriging-Assisted Evolutionary Computation (20m)
Dawei Zhan (Southwest Jiaotong University)
Tianrui Li (School of Computing and Artificial Intelligence, Southwest Jiaotong University, Chengdu, 611756, China)
Surrogate-Assisted Morphology Optimization by Genetic Algorithms (20m)
Jinlin Jiang (Dalian University of Technology)
Wenbin Pei (Dalian University of Technology)
Yaqing Hou (Dalian University of Technology)
Hongwei Ge (Dalian University of Technology)
Liang Feng (Chongqing University, China)
Portfolio Re-balancing and Optimization using Directional Changes and Genetic Algorithms (20m)
Rui Jorge Almeida (Maastricht University, School of Business and Economics)
Nalan Basturk (Maastricht University)
TM7 J2C: Journal to Conference Session Chair: Gary Yen. Tuesday, July 4, 2023 at 11:10:00 AM CDT – Tuesday, July 4, 2023 at 12:10:00 PM CDT Zurich C
A Survey on Evolutionary Computation for Computer Vision and Image Analysis: Past, Present, and Future Trends, in Transactions on Evolutionary Computation, Vol. 27, No. 1, February 2023, pp. 5-25
Ying Bi, Bing Xue, Pablo Mesejo, Stefano Cagnoni, and Mengjie Zhang
Orthogonal Transfer for Multitask Optimization, in IEEE published in Transactions on Evolutionary Computation, Vol. 27, No. 1, February 2023, pp. 185-200
Sheng-Hao Wu, Zhi-Hui Zhan, Kay Chen Tan, and Jun Zhang published
A Survey on Evolutionary Constrained Multiobjective Optimization, in Transactions on Evolutionary Computation, Vol. 27, No. 2, April 2023, pp. 201-221
Jing Liang, Xuanxuan Ban, Kunjie Yu, Boyang Qu, Kangjia Qiao, Caitong Yue, and Kay Chen Tan
TM8 SS: Evolutionary Multitasking Session Chair: Leonardo da Luz Dorneles Tuesday, July 4, 2023 at 11:10:00 AM CDT – Tuesday, July 4, 2023 at 12:10:00 PM CDT Zurich E
Multi-View Transfer with Marginal and Conditional Alignment for Many-Task Optimization (20m)
Shenghao Wu (South China University of Technology)
Jian-Yu Li (south china university of technology)
Zhi-Hui Zhan (South China University of Technology )
Jun Zhang (Hanyang University)
Evolutionary Multitask Reinforcement Learning using Symbiosis in Biocoenosis Optimization (20m)
Rung-Tzuo Liaw (Department of computer science and information engineering, Fu Jen Catholic University)
A Knowledge Transfer-based Genetic Algorithm for Multi-target Robotic Arm Control (20m)
Zheng Guo (Dalian University of Technology)
Zhaoping Yu (Dalian University of Technology)
Wenbin Pei (Dalian University of Technology)
Yaqing Hou (Dalian University of Technology)
Zexuan Zhu (Shenzhen University)
Xianneng Li (Dalian University of Technology)
Tue Lunch Tuesday, July 4, 2023 at 12:10:00 PM CDT – Tuesday, July 4, 2023 at 2:00:00 PM CDT in Lucerne
TA1 Differential Evolution Session Chairs: Nelishia Pillay and Gbenga Omotara Tuesday, July 4, 2023 at 2:00:00 PM CDT – Tuesday, July 4, 2023 at 3:40:00 PM CDT Zurich A
A Data-centric Approach to Parameter Tuning, an Application to Differential Evolution (20m)
Antonio Bolufe-Rohler (University of Prince Edward Island)
A Historical Information based Differential Evolution (20m)
Libao Deng (Harbin Institute of Technology)
Chunlei Li (Harbin Institute of Technology)
Wenyin Gong (China University of Geosciences)
3-sCHSL: Three-stage Cyclic Hybrid SFS and L-SHADE algorithm for single objective optimization (20m)
Mostafa Ali (Jordan University of Science and Technology)
A Reachability-distance based Differential Evolution with Individual Transfer for Multimodal Optimization Problems (20m)
Hong Zhao (xidian university)
xiangqian li (Guangzhou Institute of Technology, Xidian University)
Jing Liu (Xidian University)
Differential Evolution with Clustering-based Niching and Adaptive Mutation for Global Optimization ()
yan hao (hznu)
Qingping Liu (Hangzhou Normal University)
Weiguo Sheng (Hangzhou Normal University)
TA2 Ant Colony, Swarm Intelligence and Particle Swarm Optimization Session Chair: Derek Anderson Tuesday, July 4, 2023 at 2:00:00 PM CDT – Tuesday, July 4, 2023 at 3:40:00 PM CDT Zurich B
Grammatical Evolution with Adaptive Building Blocks for Traffic Light Control (20m)
Jyotheesh Gaddam (Deakin University)
Thanh Thi Nguyen (Deakin University)
Maia Angelova (Deakin University)
Improving the convergence of the PSO algorithm with a stagnation variable and fuzzy logic (20m)
Diego Oliva (Universidad de Guadalajara)
Alfonso Ramos-Michel (Universidad de Guadalajara)
Seyed Jalaleddin Mousavirad (Sabzevar University of New Technology)
A novel diversity-aware inertia weight and velocity control for particle swarm optimization (20m)
Diego Oliva (Universidad de Guadalajara)
Alfonso Ramos-Michel (Universidad de Guadalajara)
Seyed Jalaleddin Mousavirad (Sabzevar University of New Technology)
A Comparative Study of Multi-Guide Particle Swarm Optimization Topologies in Dynamic Multi-Objective Environments (20m)
Alanna McNulty (Brock University)
Beatrice Ombuki-Berman (Brock University )
Toward Unbounded Search Space Exploration by Particle Swarm Optimization in Multi-Modal Optimization Problem (20m)
Ryuki Ishizawa (The University of Electro-Communications)
Yusuke Maekawa (The University of Electro-Communications)
Hiroyuki Sato (The University of Electro-Communications)
Keiki Takadama (The University of Electro-Communications)
TA3 Multi objective optimization Session Chairs: Nalan Basturk and Jesus Falcon-Cardona Tuesday, July 4, 2023 at 2:00:00 PM CDT – Tuesday, July 4, 2023 at 3:40:00 PM CDT Zurich C
A generalized surrogate-assisted evolutionary algorithm for expensive multi-objective optimization (20m)
Kamrul Rahi (The University of New South Wales, Australia)
Hemant Kumar Singh (The University of New South Wales)
Tapabrata Ray (University of New South Wales)
An Improved Version of MMOEA/DC Based on Alternative Clustering Definitions (20m)
Kaoutar Senhaji (Basque center of applied mathematics)
Carlos Coello Coello (CINVESTAV-IPN)
Jose A Lozano (University of the Basque Country)
Adjusting Infeasible Regions in the Constrained Multiobjective Optimization Problem (20m)
Chuan-Kang Ting (National Tsing Hua University)
TA4 Combinatorial Optimization & Heuristics, Metaheuristics and Hyper-Heuristics Session Chair: Tuesday, July 4, 2023 at 2:00:00 PM CDT – Tuesday, July 4, 2023 at 3:40:00 PM CDT Zurich E
A New Portfolio Optimization Model Considering Hybrid Trading Strategies (20m)
Shu-Yu Kuo (National Taiwan University)
Yu-Chi Jiang (National Taiwan University)
Yun-Ting Lai (National Chi Nan University)
Yao-Hsin Chou (National Chi Nan University)
The Domination Game: Dilating Bubbles to Fill Up Pareto Fronts (20m)
Vasco Coelho (University of Milano-Bicocca)
Daniele Papetti (Università degli studi Milano-Bicocca)
José Carlos Ortiz-Bayliss (Tecnologico de Monterrey)
Jorge Cruz-Duarte (Tecnológico de Monterrey)
Juan Gabriel Aviña-Cervantes (Engineering Division, Universidad de Guanajuato Campus Irapuato-Salamanca)
Ivan Amaya (Tecnologico de Monterrey)
Order picking: Exploring the properties of the greedy seed-based batching algorithm (20m)
Son Tran (Maastricht University)
Rui Jorge Almeida (Maastricht University, School of Business and Economics)
Neural Network based Heuristic Selection for Selection Hyper-heuristics ()
Jingwei Li (Duke Kunshan University)
Mustafa Misir (Duke Kunshan University)
TA Coffee Break Tuesday, July 4, 2023 at 3:40:00 PM CDT – Tuesday, July 4, 2023 at 4:00:00 PM CDT in Zurich Foyer
TA5 Real-world applications Session Chair: Rui Jorge Almeida Tuesday, July 4, 2023 at 4:00:00 PM CDT – Tuesday, July 4, 2023 at 5:00:00 PM CDT Zurich A
Incremental Search-Based Allocation of Autonomous Robots for Goods Delivery (20m)
Paolo Arcaini (National Institute of Informatics)
Ezequiel Castellano (National Institute of Informatics)
Fuyuki Ishikawa (National Institute of Informatics)
Improving Confidence in Evolutionary Mine Scheduling via Uncertainty Discounting (20m)
Aneta Neumann (The University of Adelaide)
Frank Neumann (The University of Adelaide, School of Computer Science, Faculty of Engineering, Computer and Mathematical Science)
A Test Suite and An Optimizer for Dietary Nutrition Optimization Problem: From Constrained Many-objective Perspective ()
Yaqi Ti (China University of Geosciences (Wuhan))
Changhe Li (China University of Geosciences (Wuhan))
Shengxiang Yang (De Montfort University)
TA6 Real-world applications Session Chairs: Andersson Silva and Nalan Basturk Tuesday, July 4, 2023 at 4:00:00 PM CDT – Tuesday, July 4, 2023 at 5:00:00 PM CDT Zurich B
Genetic Assessment Agent for High-School Student and Machine Co-Learning Model Construction on Computational Intelligence Experience (20m)
Chang-Shing Lee (National University of Tainan)
Mei-Hui Wang (National University of Tainan)
Alexander Dockhorn (Leibniz University Hannover)
An archive-based multi-objective simulated annealing algorithm for the time/weight-balanced cluster problem in delivery logistics (20m)
Adriana Menchaca-Mendez (ENES Morelia, UNAM)
Saúl Zapotecas-Martínez (INAOE)
A Hybrid Genetic Approach for Bi-level Flexible Job Shops Arising from Selective Deconstruction (20m)
Corentin Juvigny (IMT Nord Europe)
Julien Baste (Université de Lille)
Laetitia JOURDAN (Université Lille-CRISTAL)
TA7 Real-world and Engineering Applications Session Chair: Ozgur Salman and Zakaria Abdelmoiz DAHI Tuesday, July 4, 2023 at 4:00:00 PM CDT – Tuesday, July 4, 2023 at 5:00:00 PM CDT Zurich C
TOOL: A Domain-specific Language based Approach to Optimization (20m)
Bernhard Berger (Hamburg University of Technology)
Christina Plump (DFKI GmbH)
Rolf Drechsler (University of Bremen & DFKI GmbH)
Application of Quantum Genetic Algorithms to Network Signal Setting Design (20m)
Giovanni Acampora (University of Naples Federico II)
Angela Chiatto (University of Naples Federico II)
Stefano De Luca (University of Salerno)
Roberta Di Pace (University of Salerno)
Alfredo Massa (QuantumNet)
Roberto Schiattarella (University of Naples Federico II)
Autilia Vitiello (University of Naples Federico II)
Genetic programming for resource allocation in network function virtualization (20m)
Tam Nguyen (Hanoi University of Science and Technology)
Huynh Thi Thanh Binh (Hanoi University of Science and Technology)
TA8 Cybersecuriity, Finance and Hyperparameter Tuning Session Chair: Hisao Ishibuchi Tuesday, July 4, 2023 at 4:00:00 PM CDT – Tuesday, July 4, 2023 at 5:00:00 PM CDT Zurich E
Immune-Based System to Enhance Malware Detection (20m)
Manel Jerbi (Higher Institute of Management of Tunis)
Zaineb CHELLY DAGDIA (UVSQ, Paris-Saclay)
Slim Bechikh (SMART lab, University of Tunis, ISG-Campus, Tunis, Tunisia)
Lamjed Ben Said (SOIE Laboratory, High Institute of Management, Tunisia)
A Linear Programming Enhanced Genetic Algorithm for Hyperparameter Tuning in Machine Learning (20m)
Ankur Sinha (Indian Institute of Management Ahmedabad)
Multi-objective optimisation and genetic programming for trading by combining directional changes and technical indicators ()
xinpeng long (University of Essex)
Michael Kampouridis (University of Essex)
Panagiotis Kanellopoulos (University of Essex)
End of Day Tuesday
Tuesday, July 4th – Boat Dinner – 7:00:00PM
Boarding starts at 7:00pm and ends at 7:30pm.
Dinner will be served immediately after boarding, followed by a few announcements and Awards Ceremony. Fireworks should start at around 9:30pm, with deserts served until 10:30pm, when the cruise ends.
Go to Navy Pier, and look for the Spirit of Chicago, operated by City Experiences (right across Sable Hotel)
It takes about 20min walking from the Venue, so make sure you leave early and get there before 7pm.
More information here.
Wednesday, July 5th
Plenary 3 Session Chair: Alexander Dockhorn Wednesday, July 5, 2023 at 9:00:00 AM CDT – Wednesday, July 5, 2023 at 10:00:00 AM CDT Zurich D
30 Years of EMO: Lessons Learned and Tasks Ahead (60m)
Kalyanmoy Deb (“Michigan State University, East Lansing, USA”)
WM Short Break Wednesday, July 5, 2023 at 10:00:00 AM CDT – Wednesday, July 5, 2023 at 10:10:00 AM CDT in Zurich Foyer
WM1 SS: Games Session Chair: Jeffrey Horn Wednesday, July 5, 2023 at 10:10:00 AM CDT – Wednesday, July 5, 2023 at 10:50:00 AM CDT Zurich A
Evolutionary Optimization of Baba Is You Agents (20m)
Alexander Dockhorn (Leibniz University Hannover)
Increasing Features in MAP-Elites Using an Age-Layered Population Structure (20m)
Andrew Pozzuoli (Brock University)
Brian Ross (Brock University)
WM2 Adaptive Dynamic Programming and Reinforcement Learning Session Chair: Rui Jorge Almeida Wednesday, July 5, 2023 at 10:10:00 AM CDT – Wednesday, July 5, 2023 at 10:50:00 AM CDT Zurich B
Efficient Multi-agent Exploration with Mutual-guided Actor-Critic (20m)
Renlong Chen (Peking University)
Ying Tan (Peking University)
FWA-RL: Fireworks Algorithm with Policy Gradient for Reinforcement Learning (20m)
Maiyue Chen (Peking University)
Ying Tan (Peking University)
WM3 Evolutionary Computation Theory Session Chairs: Jose Lozano and Liam McDevitt Wednesday, July 5, 2023 at 10:10:00 AM CDT – Wednesday, July 5, 2023 at 10:50:00 AM CDT Zurich C
Is CC-(1+1) EA more efficient than (1+1) EA on separable and inseparable problems? (20m)
SHISHEN LIN (University of Birmingham)
Game Based Pigeon-Inspired Optimization with Repository Assistance for Stochastic Optimizations with Uncertain Infeasible Search Regions ()
Daifeng Zhang (Qilu University of Technology)
WM4 N/A Session Chair: TBD Wednesday, July 5, 2023 at 10:10:01 AM CDT – Wednesday, July 5, 2023 at 10:50:01 AM CDT Zurich E
WM Coffee Break Wednesday, July 5, 2023 at 10:50:00 AM CDT – Wednesday, July 5, 2023 at 11:10:00 AM CDT in Zurich Foyer
WM5 Biometrics, Bioinformatics and Biomedical Applications Session Chair: Derek Anderson Wednesday, July 5, 2023 at 11:10:00 AM CDT – Wednesday, July 5, 2023 at 12:10:00 PM CDT Zurich A
Removal of Confounding Factors using GA-SVM Feature Adaptation: Application on Detection of Vocal Fatigue thru sEMG Classification (20m)
Yixiang Gao (University of Missouri – Columbia)
Guilherme DeSouza (University of Missouri)
Contrastive Learning Approach to Predict Radiologist’s Error Based on Gaze Data (20m)
Ilya Pershin (Innopolis University)
Bulat Ibragimov (University of Copenhagen)
A Novel Computational Nanobiosensing Approach to Improve the Exploitation of In Vivo Computation ()
Shaolong Shi (Yangtze Delta Region Institute (Quzhou), University of Electronic Science and Technology of China)
Yifan Chen (University of Electronic Science and Technology of China)
Zhaoyang Jiang (University of Electronic Science and Technology of China)
Qiang Liu (University of Electronic Science and Technology of China)
Jurong Ding (Sichuan University of Science and Engineering)
Qingfu Zhang (City University of Hong Kong)
WM6 Genetic Algorithms Application Session Chair: Paolo Arcaini and Aneta Neumann Wednesday, July 5, 2023 at 11:10:00 AM CDT – Wednesday, July 5, 2023 at 12:10:00 PM CDT Zurich B
cudaBRKGA-CNN: an approach for optimizing convolutional neural network architectures (20m)
Andersson Silva (Federal University of Pernambuco)
Ricardo Silva (UFPE)
Amanda Xavier (Federal University of Pernambuco)
Thiago Dias Bispo (UFPE)
Geraldo Mateus (Universidade Federal de Minas Gerais)
Mauricio Resende (amazon)
Genetic Algorithms for Constructing Effective Nuclear Shell-Model Hamiltonians (20m)
Giovanni Acampora (University of Naples Federico II)
Angela Chiatto (University of Naples Federico II)
Giovanni De Gregorio (Università della Campania “Luigi Vanvitelli”)
Roberto Schiattarella (University of Naples Federico II)
Autilia Vitiello (University of Naples Federico II)
Optimization of Trading Strategies Using a Genetic Algorithm under the Directional Changes Paradigm with Multiple Thresholds ()
Ozgur Salman (University of Essex)
Themistoklis Melissourgos (University of Essex)
Michael Kampouridis (University of Essex)
WM7 Combinatorial Optimization & Heuristics, Metaheuristics and Hyper-Heuristics Session Chair: Frank Neumann Wednesday, July 5, 2023 at 11:10:00 AM CDT – Wednesday, July 5, 2023 at 12:10:00 PM CDT Zurich C
Benchmark Problems on GPU: Accelerating Experiments on Metaheuristics (20m)
Leonardo da Luz Dorneles (Federal University of Rio Grande do Sul)
Mateus Boiani (Federal University of Rio Grande do Sul)
Marcio Dorn (Federal University of Rio Grande do Sul)
IVF/NSGA-III – In Vitro Fertilization method coupled to NSGA-III (20m)
Sávio Sampaio (Universidade Federal de Goiás)
Altino Dantas (Universidade Federal de Goiás)
Deep Learning Models Compression based on Evolutionary Algorithms and Digital Fractional Differentiation (20m)
Arcadi Llanza (LISSI)
Nadiya Shvai (CYCLOPE.AI)
amir nakib (unviersité Paris Est)
WM8 Clustering in Evolutionary Computation Session Chair: James Keller Wednesday, July 5, 2023 at 11:10:00 AM CDT – Wednesday, July 5, 2023 at 12:10:00 PM CDT Zurich E
A Filter-Based Feature Selection and Ranking Approach to Enhance Genetic Programming for High-Dimensional Data Analysis (20m)
Mohammad Sadegh Khorshidi (University of Technology Sydney)
Jacek Mańdziuk (Warsaw University of Technology)
Amir Gandomi (University of Technology Sydney)
Sequential Estimation of States and Parameters of Non-linear State Space Models Taking Account of Ensembles Not Covering True States (20m)
Daigo Yamamoto (Tokyo Institute of Technology)
Isao Ono (Tokyo Institute of Technology)
Robust density-based data clustering using a quantum inpsired genetic algorithm (20m)
Amit Banerjee (Penn State University Harrisburg)
Wed Lunch Session Chair: N/A Wednesday, July 5, 2023 at 12:10:00 PM CDT – Wednesday, July 5, 2023 at 2:00:00 PM CDT in Lucerne
WA1 Estimation of Distribution Session Chairs: Giovanni Acampora and Seyed Mohamad Ali Tousi Wednesday, July 5, 2023 at 2:00:00 PM CDT – Wednesday, July 5, 2023 at 3:40:00 PM CDT Zurich A
Gaussian Adaptation with Decaying Matrix Adaptation Weights (20m)
Oladayo Ajani (Kyungpook National University )
Ivan Dzeuban (Kyungpook National University)
Rammohan Mallipeddi (Kyungpook national University)
Variational Quantum Algorithm Parameter Tuning with Estimation of Distribution Algorithms (20m)
Vicente Soloviev (Universidad Politécnica de Madrid)
Pedro Larranaga (Technical University of Madrid)
Concha Bielza (Universidad Politécnica de Madrid)
IoT Service Composition — An Estimation of Distribution Algorithm with Adaptive Bias ()
Fengyang Sun (Victoria University of Wellington)
Hui Ma (Victoria University of Wellington)
Gang Chen (Victoria University of Wellington)
Sven Hartmann (Clausthal University of Technology)
WA2 Constrained Optimization and Handling Session Chair: Yoshikazu Fukuyama and Janez Brest Wednesday, July 5, 2023 at 2:00:00 PM CDT – Wednesday, July 5, 2023 at 3:40:00 PM CDT Zurich B
Negatively Correlated Search for Constrained Optimization (20m)
Li Yuan (Southern University of Science and Technology)
Xiaofen Lu (Southern University of Science and Technology)
Xin Yao (Southern University of Science and Technology)
A new solution encoding scheme for solving the Flexible Job-Shop Scheduling Problem (20m)
Juan Carlos Somohano-Murrieta (University of Veracruz)