| Theory |
|
|
On Bi-objective Convex-Quadratic Problems |
|
|
3 | (12) |
|
|
|
|
|
|
|
|
|
An Empirical Investigation of the Optimality and Monotonicity Properties of Multiobjective Archiving Methods |
|
|
15 | (12) |
|
|
|
|
|
Evolutionary Multi-objective Optimization Using Benson's Karush-Kuhn-Tucker Proximity Measure |
|
|
27 | (12) |
|
|
|
|
|
On the Convergence of Decomposition Algorithms in Many-Objective Problems |
|
|
39 | (14) |
|
|
| Algorithms |
|
|
A New Hybrid Metaheuristic for Equality Constrained Bi-objective Optimization Problems |
|
|
53 | (13) |
|
|
|
|
|
|
|
|
|
|
|
Alberto Rodriguez Sanchez |
|
|
|
|
Make Evolutionary Multiobjective Algorithms Scale Better with Advanced Data Structures: Van Emde Boas Tree for Non-dominated Sorting |
|
|
66 | (12) |
|
|
|
Toward a New Family of Hybrid Evolutionary Algorithms |
|
|
78 | (13) |
|
|
|
|
|
|
|
Adjustment of Weight Vectors of Penalty-Based Boundary Intersection Method in MOEA/D |
|
|
91 | (10) |
|
|
|
|
|
|
|
|
|
GDE4: The Generalized Differential Evolution with Ordered Mutation |
|
|
101 | (13) |
|
|
|
|
|
|
|
Hessein Ebrahimpour-Komleh |
|
|
Multi-objective Techniques for Single-Objective Local Search: A Case Study on Traveling Salesman Problem |
|
|
114 | (12) |
|
|
|
|
|
|
|
Multimodality in Multi-objective Optimization-More Boon than Bane9 |
|
|
126 | (13) |
|
|
|
|
|
|
|
Solving Nonlinear Equation Systems Using Multiobjective Differential Evolution |
|
|
139 | (12) |
|
|
|
|
|
|
|
Process-Monitoring-for-Quality-A Model Selection Criterion for Genetic Programming |
|
|
151 | (14) |
|
|
|
|
|
|
|
|
|
Evolutionary Many-Constraint Optimization: An Exploratory Analysis |
|
|
165 | (14) |
|
|
|
|
|
|
| Many-Objective EMO |
|
|
Generating Uniformly Distributed Points on a Unit Simplex for Evolutionary Many-Objective Optimization |
|
|
179 | (12) |
|
|
|
|
|
|
|
On Timing the Nadir-Point Estimation and/or Termination of Reference-Based Multi-and Many-objective Evolutionary Algorithms |
|
|
191 | (12) |
|
|
|
|
|
Variation Rate: An Alternative to Maintain Diversity in Decision Space for Multi-objective Evolutionary Algorithms |
|
|
203 | (13) |
|
|
|
|
|
Indicator-Based Weight Adaptation for Solving Many-Objective Optimization Problems |
|
|
216 | (13) |
|
|
|
|
|
|
|
|
|
Investigating the Normalization Procedure of NSGA-B1 |
|
|
229 | (12) |
|
|
|
|
|
|
|
MAC: Many-objective Automatic Algorithm Configuration |
|
|
241 | (13) |
|
|
|
|
|
|
|
|
|
A Parallel Tabu Search Heuristic to Approximate Uniform Designs for Reference Set Based MOEAs |
|
|
254 | (12) |
|
Alberto Rodriguez Sanchez |
|
|
|
|
|
|
|
|
Comparison of Reference-and Hypervolume-Based MOEA on Solving Many-Objective Optimization Problems |
|
|
266 | (12) |
|
|
|
|
|
Diversity over Dominance Approach for Many-Objective Optimization on Reference-Points-Based Framework |
|
|
278 | (13) |
|
|
|
|
|
|
|
A Two-Stage Evolutionary Algorithm for Many-Objective Optimization |
|
|
291 | (16) |
|
|
|
|
|
|
|
|
| Performance Metrics and Indicators |
|
|
CRI-EMOA: A Pareto-Front Shape Invariant Evolutionary Multi-objective Algorithm |
|
|
307 | (12) |
|
Jesus Guillermo Falcon-Cardona |
|
|
|
|
|
|
The Hypervolume Indicator as a Performance Measure in Dynamic Optimization |
|
|
319 | (13) |
|
|
|
|
|
|
|
|
|
|
|
Comparison of Hypervolume, IGD and IGD+ from the Viewpoint of Optimal Distributions of Solutions |
|
|
332 | (14) |
|
|
|
|
|
|
|
|
|
Diversity-Indicator Based Multi-Objective Evolutionary Algorithm: DI-MOEA |
|
|
346 | (13) |
|
|
|
|
|
|
|
|
|
The Expected R2-Indicator Improvement for Multi-objective Bayesian Optimization |
|
|
359 | (14) |
|
|
|
|
|
|
| Innovization and Surrogates |
|
|
Trust-Region Based Multi-objective Optimization for Low Budget Scenarios |
|
|
373 | (13) |
|
|
|
|
|
|
|
|
|
Approximating Pareto Set Topology by Cubic Interpolation on Bi-objective Problems |
|
|
386 | (13) |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Linear Search Mechanism for Multi-and Many-Objective Optimisation |
|
|
399 | (12) |
|
|
|
|
|
Estimating Relevance of Variables for Effective Recombination |
|
|
411 | (13) |
|
|
|
|
|
|
|
|
|
|
|
|
|
sParEGO-A Hybrid Optimization Algorithm for Expensive Uncertain Multi-objective Optimization Problems |
|
|
424 | (15) |
|
|
|
|
|
|
|
|
|
|
|
|
|
Knowledge Discovery in Scheduling Systems Using Evolutionary Bilevel Optimization and Visual Analytics |
|
|
439 | (12) |
|
|
|
|
|
|
|
|
|
Pareto Optimal Set Approximation by Models: A Linear Case |
|
|
451 | (12) |
|
|
|
|
|
|
|
|
|
On Dealing with Uncertainties from Kriging Models in Offline Data-Driven Evolutionary Multiobjective Optimization |
|
|
463 | (12) |
|
|
|
|
|
|
|
|
|
Convergence Acceleration for Multiobjective Sparse Reconstruction via Knowledge Transfer |
|
|
475 | (16) |
|
|
|
|
|
|
|
|
|
|
| Combinatorial EMO |
|
|
Evolving Generalized Solutions for Robust Multi-objective Optimization: Transportation Analysis in Disaster |
|
|
491 | (13) |
|
|
|
|
|
|
|
Runtime Analysis of Evolutionary Multi-objective Algorithms Optimising the Degree and Diameter of Spanning Trees |
|
|
504 | (12) |
|
|
|
|
|
|
|
|
|
Bi-objective Orienteering: Towards a Dynamic Multi-objective Evolutionary Algorithm |
|
|
516 | (13) |
|
|
|
|
|
|
|
|
|
|
|
A Formal Model for Multi-objective Optimisation of Network Function Virtualisation Placement |
|
|
529 | (12) |
|
|
|
|
|
|
|
|
|
|
|
NSGA-II for Solving Multiobjective Integer Minimum Cost Flow Problem with Probabilistic Tree-Based Representation |
|
|
541 | (12) |
|
Behrooz Ghasemishabankareh |
|
|
|
|
|
|
Opposition-Based Multi-objective Binary Differential Evolution for Multi-label Feature Selection |
|
|
553 | (12) |
|
|
|
|
|
Hessein Ebrahimpour-Komleh |
|
|
Configuration of a Dynamic MOLS Algorithm for Bi-objective Flowshop Scheduling |
|
|
565 | (16) |
|
|
|
|
|
|
|
|
|
|
| MCDM and Interactive EMO |
|
|
Reliable Biobjective Solution of Stochastic Problems Using Metamodels |
|
|
581 | (12) |
|
|
|
|
|
Mutual Rationalizability in Vector-Payoff Games |
|
|
593 | (12) |
|
Erella Eisenstadt-Matalon |
|
|
|
|
Trend Mining: A Visualization Technique to Discover Variable Trends in the Objective Space |
|
|
605 | (13) |
|
|
|
|
|
IRA-EMO: Interactive Method Using Reservation and Aspiration Levels for Evolutionary Multiobjective Optimization |
|
|
618 | (13) |
|
|
|
|
|
|
|
|
|
Progressive Preference Learning: Proof-of-Principle Results in MOEA/D |
|
|
631 | (13) |
|
|
|
A Dichotomous Approach to Reduce Rank Reversal Occurrences in PROMETHEE H Rankings |
|
|
644 | (11) |
|
|
|
|
|
|
|
|
|
A Viability Study of Renewables and Energy Storage Systems Using Multicriteria Decision Making and an Evolutionary Approach |
|
|
655 | (16) |
|
|
|
|
|
|
|
|
|
|
|
|
| Applications |
|
|
Analysing Optimisation Data for Multicriteria Building Spatial Design |
|
|
671 | (12) |
|
|
|
|
|
|
|
|
|
Constrained Multi-objective Optimization Method for Practical Scientific Workflow Resource Selection |
|
|
683 | (12) |
|
|
|
|
|
|
|
Simulation Optimization of Water Usage and Crop Yield Using Precision Irrigation |
|
|
695 | (12) |
|
|
|
|
|
|
|
|
|
|
|
|
|
Optimum Wind Farm Layouts: A Many-Objective Perspective and Case Study |
|
|
707 | (12) |
|
Kalyan Shankar Bhattacharjee |
|
|
|
|
|
|
Comparison of Multi-objective Optimization Methods Applied to Electrical Machine Design |
|
|
719 | (12) |
|
|
|
|
|
|
|
Designing Solar Chimney Power Plant Using Meta-modeling, Multi-objective Optimization, and Innovization |
|
|
731 | (12) |
|
|
|
|
|
|
|
|
|
Neuroevolutionary Multiobjective Methodology for the Optimization of the Injection Blow Molding Process |
|
|
743 | (12) |
|
|
|
|
|
|
|
|
|
|
| Author Index |
|
755 | |
Daugiau apie elektronines knygas