Evolutionary Multi-Criterion Optimization

Table of Contents

1. Altmetric Badge
   Book Overview
2. Altmetric Badge
   Chapter 1 A Multimodal Approach for Evolutionary Multi-objective Optimization (MEMO): Proof-of-Principle Results
3. Altmetric Badge
   Chapter 2 Unwanted Feature Interactions Between the Problem and Search Operators in Evolutionary Multi-objective Optimization
4. Altmetric Badge
   Chapter 3 Neutral but a Winner! How Neutrality Helps Multiobjective Local Search Algorithms
5. Altmetric Badge
   Chapter 4 To DE or Not to DE? Multi-objective Differential Evolution Revisited from a Component-Wise Perspective
6. Altmetric Badge
   Chapter 5 Model-Based Multi-objective Optimization: Taxonomy, Multi-Point Proposal, Toolbox and Benchmark
7. Altmetric Badge
   Chapter 6 Temporal Innovization: Evolution of Design Principles Using Multi-objective Optimization
8. Altmetric Badge
   Chapter 7 MOEA/D-HH: A Hyper-Heuristic for Multi-objective Problems
9. Altmetric Badge
   Chapter 8 Using Hyper-Heuristic to Select Leader and Archiving Methods for Many-Objective Problems
10. Altmetric Badge
    Chapter 9 Evolutionary Multi-Criterion Optimization
11. Altmetric Badge
    Chapter 10 MOEA/PC: Multiobjective Evolutionary Algorithm Based on Polar Coordinates
12. Altmetric Badge
    Chapter 11 GD-MOEA: A New Multi-Objective Evolutionary Algorithm Based on the Generational Distance Indicator
13. Altmetric Badge
    Chapter 12 Experiments on Local Search for Bi-objective Unconstrained Binary Quadratic Programming
14. Altmetric Badge
    Chapter 13 A Bug in the Multiobjective Optimizer IBEA: Salutary Lessons for Code Release and a Performance Re-Assessment
15. Altmetric Badge
    Chapter 14 A Knee-Based EMO Algorithm with an Efficient Method to Update Mobile Reference Points
16. Altmetric Badge
    Chapter 15 A Hybrid Algorithm for Stochastic Multiobjective Programming Problem
17. Altmetric Badge
    Chapter 16 Parameter Tuning of MOEAs Using a Bilevel Optimization Approach
18. Altmetric Badge
    Chapter 17 Pareto Adaptive Scalarising Functions for Decomposition Based Algorithms
19. Altmetric Badge
    Chapter 18 A Bi-level Multiobjective PSO Algorithm
20. Altmetric Badge
    Chapter 19 An Interactive Simple Indicator-Based Evolutionary Algorithm (I-SIBEA) for Multiobjective Optimization Problems
21. Altmetric Badge
    Chapter 20 Combining Non-dominance, Objective-order and Spread Metric to Extend Firefly Algorithm to Multi-objective Optimization
22. Altmetric Badge
    Chapter 21 GACO: A Parallel Evolutionary Approach to Multi-objective Scheduling
23. Altmetric Badge
    Chapter 22 Kriging Surrogate Model Enhanced by Coordinate Transformation of Design Space Based on Eigenvalue Decomposition
24. Altmetric Badge
    Chapter 23 A Parallel Multi-Start NSGA II Algorithm for Multiobjective Energy Reduction Vehicle Routing Problem
25. Altmetric Badge
    Chapter 24 Evolutionary Inference of Attribute-Based Access Control Policies
26. Altmetric Badge
    Chapter 25 Hybrid Dynamic Resampling for Guided Evolutionary Multi-Objective Optimization
27. Altmetric Badge
    Chapter 26 A Comparison of Decoding Strategies for the 0/1 Multi-objective Unit Commitment Problem
28. Altmetric Badge
    Chapter 27 Comparing Decomposition-Based and Automatically Component-Wise Designed Multi-Objective Evolutionary Algorithms
29. Altmetric Badge
    Chapter 28 Upper Confidence Bound (UCB) Algorithms for Adaptive Operator Selection in MOEA/D
30. Altmetric Badge
    Chapter 29 Towards Understanding Bilevel Multi-objective Optimization with Deterministic Lower Level Decisions