Tutorials

Tutorials will be held on July 1st and/or 2nd, 2023 at a time to be announced. All tutorials will take place at the main venue: Swissôtel Chicago.

We are glad to announce the tutorials that have been accepted for CEC 2023.

TitleSpeakerOutlineDuration
Evolutionary Algorithms and Hyper-HeuristicsNelishia PillayPDF2h
Transfer Learning in Evolutionary SpacesNelishia PillayPDF2h
How to Compare Evolutionary Multi-Objective Optimization Algorithms: Parameter Specifications, Indicators and Test ProblemsLie Meng Pang,
Ke Shang,
Hisao Ishibuchi
PDF2h
Pareto Optimization for Subset Selection: Theories and Practical AlgorithmsChao QianPDF2h
Foundations and Recent Advances on Natural Evolution StrategiesMasahiro Nomura,
Isao Ono
PDF~2h
Genetic Programming and Machine Learning for SchedulingFangfang Zhang,
Mengjie Zhang,
Yi Mei,
Su Nguyen
PDF2h
Statistical Analyses for Single-Objective Stochastic Optimization AlgorithmsTome Eftimov,
Peter Korošec
 PDF2h
Evolutionary Feature Reduction for Machine LearningBach (Hoai) Nguyen,
Bing Xue,
Mengjie Zhang
PDF2h
Evolutionary Diversity Optimisation for Combinatorial OptimisationAneta Neumann,
Frank Neumann
PDF2h
Quality indicators for multi-objective optimization: performance assessment and algorithm designJesús Guillermo Falcón-Cardona,
Ke Shang,
and Víctor Adrián Hernández Sosa
PDF2x2h
Benchmarking and analyzing iterative optimization heuristics with IOH profilerDiederick Vermetten,
Furong Ye,
Jacob de Nobel,
Hao Wang,
Carola Doerr,
Thomas Bäck
PDF2h
Evolutionary Computation Success in Medical DiagnosisQurrat Ul AinPDF2h
Decomposition Multi-Objective Optimization: Current Developments and Future OpportunitiesKe LiPDF2h
Embedding Knowledge into Optimization ProcessesAmir H. GandomiPDF2h
Evolutionary Multi-objective Optimization: Past, Present and FutureKalyanmoy DebPDF2h
Evolutionary Deep-Learning for Image Classification: A Genetic Programming ApproachYing Bi,
Bing Xue,
Mengjie Zhang
PDF2h
Principle and Applications of Semantic GPQi Chen,
Bing Xue,
Mengjie Zhang
PDF2h
Does Preference Always Help? A Holistic Study on Preference-Based Evolutionary Multi-objective
Optimization Using Reference Points
Ke LiPDF2h