Evolutionary Multi-Criterion Optimization: 8th International Conference, EMO 2015, Guimarães, Portugal, March 29 --April 1, 2015. Proceedings, Part I

Front Matter....Pages I-XXIV
Front Matter....Pages 1-1
A Multimodal Approach for Evolutionary Multi-objective Optimization (MEMO): Proof-of-Principle Results....Pages 3-18
Unwanted Feature Interactions Between the Problem and Search Operators in Evolutionary Multi-objective Optimization....Pages 19-33
Neutral but a Winner! How Neutrality Helps Multiobjective Local Search Algorithms....Pages 34-47
To DE or Not to DE? Multi-objective Differential Evolution Revisited from a Component-Wise Perspective....Pages 48-63
Model-Based Multi-objective Optimization: Taxonomy, Multi-Point Proposal, Toolbox and Benchmark....Pages 64-78
Temporal Innovization: Evolution of Design Principles Using Multi-objective Optimization....Pages 79-93
MOEA/D-HH: A Hyper-Heuristic for Multi-objective Problems....Pages 94-108
Using Hyper-Heuristic to Select Leader and Archiving Methods for Many-Objective Problems....Pages 109-123
Front Matter....Pages 125-125
Adaptive Reference Vector Generation for Inverse Model Based Evolutionary Multiobjective Optimization with Degenerate and Disconnected Pareto Fronts....Pages 127-140
MOEA/PC: Multiobjective Evolutionary Algorithm Based on Polar Coordinates....Pages 141-155
GD-MOEA: A New Multi-Objective Evolutionary Algorithm Based on the Generational Distance Indicator....Pages 156-170
Experiments on Local Search for Bi-objective Unconstrained Binary Quadratic Programming....Pages 171-186
A Bug in the Multiobjective Optimizer IBEA: Salutary Lessons for Code Release and a Performance Re-Assessment....Pages 187-201
A Knee-Based EMO Algorithm with an Efficient Method to Update Mobile Reference Points....Pages 202-217
A Hybrid Algorithm for Stochastic Multiobjective Programming Problem....Pages 218-232
Parameter Tuning of MOEAs Using a Bilevel Optimization Approach....Pages 233-247
Pareto Adaptive Scalarising Functions for Decomposition Based Algorithms....Pages 248-262
A Bi-level Multiobjective PSO Algorithm....Pages 263-276
An Interactive Simple Indicator-Based Evolutionary Algorithm (I-SIBEA) for Multiobjective Optimization Problems....Pages 277-291
Combining Non-dominance, Objective-order and Spread Metric to Extend Firefly Algorithm to Multi-objective Optimization....Pages 292-306
Front Matter....Pages 125-125
GACO: A Parallel Evolutionary Approach to Multi-objective Scheduling....Pages 307-320
Kriging Surrogate Model Enhanced by Coordinate Transformation of Design Space Based on Eigenvalue Decomposition....Pages 321-335
A Parallel Multi-Start NSGA II Algorithm for Multiobjective Energy Reduction Vehicle Routing Problem....Pages 336-350
Evolutionary Inference of Attribute-Based Access Control Policies....Pages 351-365
Hybrid Dynamic Resampling for Guided Evolutionary Multi-Objective Optimization....Pages 366-380
A Comparison of Decoding Strategies for the 0/1 Multi-objective Unit Commitment Problem....Pages 381-395
Comparing Decomposition-Based and Automatically Component-Wise Designed Multi-Objective Evolutionary Algorithms....Pages 396-410
Upper Confidence Bound (UCB) Algorithms for Adaptive Operator Selection in MOEA/D....Pages 411-425
Towards Understanding Bilevel Multi-objective Optimization with Deterministic Lower Level Decisions....Pages 426-443
Back Matter....Pages 445-447