Evolutionary Multi-Criterion Optimization: 11th International Conference, EMO 2021, Shenzhen, China, March 2831, 2021, Proceedings 1st ed. 2021 [Pehme köide]

Theory.- It Is Hard to Distinguish Between Dominance Resistant Solutions
and Extremely Convex Pareto Optimal Solutions.- On Analysis of Irregular
Pareto Front Shapes.- On Statistical Analysis of MOEAs with Multiple
Performance Indicators.- Algorithms.- Population Sizing of Evolutionary
Large-Scale Multiobjective Optimization.- Kernel Density Estimation for
Reliable Biobjective Solution of Stochastic Problems.- Approximating Pareto
Fronts in Evolutionary Multiobjective Optimization with Large Population
Size.- Multitask Feature Selection for Objective Reduction.- Embedding a
Repair Operator in Evolutionary Single and Multi-Objective Algorithms - An
Exploitation-Exploration Perspective.- Combining User Knowledge and Online
Innovization for Faster Solution to Multi-Objective Design Optimization
Problems.- Improving the Efficiency of R2HCA-EMOA.- Pareto Front Estimation
Using Unit Hyperplane.- Towards Multi-Objective Co-Evolutionary Problem
Solving.- MOEA/D for Multiple Multi-Objective Optimization.- Using a Genetic
Algorithm-Based Hyper-heuristic to Tune MOEA/D for a Set of Benchmark Test
Problems.- Diversity-Driven Selection Operator for Combinatorial
Optimization.- Dynamic Multi-Objective Optimization.- An Online Machine
Learning-Based Prediction Strategy for Dynamic Evolutionary Multi-Objective
Optimization.- Generalized Test Suite for Continuous Dynamic Multi-Objective
Optimization.- A Special Point and Transfer Component Analysis based Dynamic
Multi-Objective Optimization Algorithm.- Constrained Multi-Objective
Optimization.- An Improved Two-Archive Evolutionary Algorithm for Constrained
Multi-Objective Optimization.- An Improved Epsilon Method with M2M for
Solving Imbalanced CMOPs with Simultaneous Convergence-Hard and
Diversity-Hard Constraints.- Constrained Bi-objective Surrogate-Assisted
Optimization of Problems with Heterogeneous Evaluation Times: Expensive
Objectives and Inexpensive Constraints.- SAMO-COBRA: A Fast Surrogate
Assisted Constrained Multi-Objective Optimization Algorithm.- A Fast
Converging Evolutionary Algorithm for Constrained Multiobjective Portfolio
Optimization.- Manifold Learning Inspired Mating Restriction for Evolutionary
Constrained Multiobjective Optimization.- Multi-Modal Optimization.- Multi3:
Optimizing Multimodal Single-Objective Continuous Problems in the
Multi-Objective Space by Means of Multiobjectivization.- Niching Diversity
Estimation for Multi-modal Multi-Objective Optimization.- Using
Neighborhood-Based Density Measures for Multimodal Multi-Objective
Optimization.- Many-Objective Optimization.- The (M-1)+1 Framework of Relaxed
Pareto Dominance for Evolutionary Many-Objective Optimization.- Handling
Priority Levels in Mixed Pareto-Lexicographic Many-Objective Optimization
Problems.- Many-Objective Pathfinding based on Fréchet Similarity Metric.-
The Influence of Swarm Topologies in Many-Objective Optimization Problems.-
Performance Evaluations and Empirical Studies.- An Overview of Pair-Potential
Functions for Multi-Objective Optimization.- On the Parameter Setting of the
Penalty-Based Boundary Intersection Method in MOEA/D.- A Comparison Study of
Evolutionary Algorithms on Large-Scale Sparse Multi-Objective Optimization
Problems.- EMO and Machine Learning.- Discounted Sampling Policy Gradient for
Robot Multi-Objective Visual Control.- Lexicographic Constrained
Multicriteria Ordered Clustering.- Local Search is a Remarkably Strong
Baseline for Neural Architecture Search.- A Study on Realtime Task Selection
based on Credit Information Updating in Evolutionary Multitasking.-
Multi-Objective Neural Architecture Search with Almost No Training.- On the
Interaction Between Distance Functions and Clustering Criteria in
Multi-objective Clustering.- Surrogate Modeling and Expensive Optimization.-
Investigating normalization bounds for hypervolume-based infill criterion for
expensive multiobjective optimization.- Pareto-Based Bi-indicator Infill
Sampling Criterion for Expensive Multiobjective Optimization.- MOEA/D with
Gradient-Enhanced Kriging for Multiobjective Optimization.- Exploring
Constraint Handling Techniques in Real-world Problems on MOEA/D with Limited
Budget of Evaluations.- Dimension Dropout for Evolutionary High-Dimensional
Expensive Multiobjective Optimization.- Multiobjective Optimization with
Fuzzy Classification-assisted Environmental Selection.- Surrogate-Assisted
Multi-Objective Particle Swarm Optimization for Building Energy Saving
Design.- Solving Large-Scale Multi-Objective Optimization via Probabilistic
Prediction Model.- MCDM and Interactive EMO.- An Artificial Decision Maker
for Comparing Reference Point Based Interactive Evolutionary Multiobjective
Optimization Methods.- To Boldly Show What No One Has Seen Before: A
Dashboard for Visualizing Multi-objective Landscapes.- Interpretable
Self-Organizing Maps (iSOM) for Visualization of Pareto Front in Multiple
Objective Optimization.- Applications.- An Investigation of
Decomposition-based Metaheuristics for Resource-Constrained Multi-objective
Feature Selection in Software Product Lines.- Operator-Adapted Evolutionary
Large-Scale Multiobjective Optimization for Voltage Transformer Ratio Error
Estimation.- Multi-Objective Reinforcement Learning based Multi-Microgrid
System Optimisation Problem.- Pareto Optimization for Influence Maximization
in Social Networks.- Parallel Algorithms for Multiobjective Virtual Network
Function Placement Problem.- Using Multi-Objective Grammar-based Genetic
Programming to Integrate Multiple Social Theories in Agent-based Modeling.-
Change Detection in SAR Images based on Evolutionary Multiobjective
Optimization and Superpixel Segmentation.- Multi-Objective Emergency Resource
Dispatch Based on Coevolutionary Multiswarm Particle Swarm Optimization.-
Prediction of Blast Furnace Temperature Based on Evolutionary Optimization.-
Multiobjective Optimization Design of Broadband Dual-Polarized Base Station
Antenna.