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7th EMO 2013: Sheffield, UK
- Robin C. Purshouse
, Peter J. Fleming
Evolutionary Multi-Criterion Optimization - 7th International Conference, EMO 2013, Sheffield, UK, March 19-22, 2013. Proceedings. Lecture Notes in Computer Science 7811, Springer 2013, ISBN 978-3-642-37139-4
Plenary Talks
- Patrick M. Reed:
Many-Objective Visual Analytics: Rethinking the Design of Complex Engineered Systems - (Invited Talk). 1 - Jürgen Branke:
Evolutionary Multiobjective Optimization and Uncertainty - (Abstract of Invited Talk). 2 - Theodor J. Stewart:
Integrating Problem Analysis and Algorithmic Development in MCDA - (Abstract of Invited Talk). 3 - Kalyanmoy Deb:
Innovization: Discovery of Innovative Solution Principles Using Multi-Objective Optimization. 4-5
New Horizons
- Richard Allmendinger, Joshua D. Knowles
'Hang On a Minute': Investigations on the Effects of Delayed Objective Functions in Multiobjective Optimization. 6-20 - Shaul Salomon, Gideon Avigad, Peter J. Fleming
Optimization of Adaptation - A Multi-objective Approach for Optimizing Changes to Design Parameters. 21-35 - Mostepha Redouane Khouadjia, Marc Schoenauer
Multi-objective AI Planning: Evaluating DaE YAHSP on a Tunable Benchmark. 36-50 - Osama Khalifa, David W. Corne, Mike J. Chantler
Multi-objective Topic Modeling. 51-65
Indicator-Based Methods
- Pradyumn Kumar Shukla
Indicator Based Search in Variable Orderings: Theory and Algorithms. 66-80 - Tobias Wagner, Heike Trautmann, Dimo Brockhoff:
Preference Articulation by Means of the R2 Indicator. 81-95 - Leonard Judt, Olaf Mersmann
Do Hypervolume Regressions Hinder EMOA Performance? Surprise and Relief. 96-110 - Michael Emmerich, André H. Deutz, Johannes W. Kruisselbrink, Pradyumn Kumar Shukla
Cone-Based Hypervolume Indicators: Construction, Properties, and Efficient Computation. 111-127
Aspects of Algorithm Design
- Hans Jonas Fossum Moen, Nikolai B. Hansen, Harald Hovland, Jim Tørresen:
Many-Objective Optimization Using Taxi-Cab Surface Evolutionary Algorithm. 128-142 - Miqing Li, Shengxiang Yang
IPESA-II: Improved Pareto Envelope-Based Selection Algorithm II. 143-155 - Pradyumn Kumar Shukla
Theory and Algorithms for Finding Knees. 156-170 - Kyle Robert Harrison, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht
Knowledge Transfer Strategies for Vector Evaluated Particle Swarm Optimization. 171-184 - Rong-Qiang Zeng, Matthieu Basseur, Jin-Kao Hao:
Hypervolume-Based Multi-Objective Path Relinking Algorithm. 185-199 - Khedidja Seridi, Laetitia Jourdan
Multiobjective Path Relinking for Biclustering: Application to Microarray Data. 200-214 - Adriana Menchaca-Méndez
Selection Operators Based on Maximin Fitness Function for Multi-Objective Evolutionary Algorithms. 215-229 - Hisao Ishibuchi
Difficulty in Evolutionary Multiobjective Optimization of Discrete Objective Functions with Different Granularities. 230-245 - Gideon Avigad, Erella Eisenstadt, Valery Y. Glizer:
Solution of Multi-objective Min-Max and Max-Min Games by Evolution. 246-260 - Miqing Li, Shengxiang Yang
A Comparative Study on Evolutionary Algorithms for Many-Objective Optimization. 261-275
Pareto-Based Methods
- Kaname Narukawa:
Effect of Dominance Balance in Many-Objective Optimization. 276-290 - Antonio López Jaimes, Carlos A. Coello Coello
An Alternative Preference Relation to Deal with Many-Objective Optimization Problems. 291-306 - Himanshu Jain, Kalyanmoy Deb:
An Improved Adaptive Approach for Elitist Nondominated Sorting Genetic Algorithm for Many-Objective Optimization. 307-321 - Hernán E. Aguirre, Akira Oyama, Kiyoshi Tanaka:
Adaptive ε-Sampling and ε-Hood for Evolutionary Many-Objective Optimization. 322-336
Hybrid MCDA
- Rui Wang
"Whatever Works Best for You"- A New Method for a Priori and Progressive Multi-objective Optimisation. 337-351 - Kristof Van Moffaert, Madalina M. Drugan
Hypervolume-Based Multi-Objective Reinforcement Learning. 352-366 - Pradyumn Kumar Shukla
A Theoretical Analysis of Curvature Based Preference Models. 367-382
Decomposition-Based Methods
- Bilel Derbel, Dimo Brockhoff, Arnaud Liefooghe
Force-Based Cooperative Search Directions in Evolutionary Multi-objective Optimization. 383-397 - Aimin Zhou, Qingfu Zhang
Approximation Model Guided Selection for Evolutionary Multiobjective Optimization. 398-412 - Md. Asafuddoula, Tapabrata Ray
A Decomposition Based Evolutionary Algorithm for Many Objective Optimization with Systematic Sampling and Adaptive Epsilon Control. 413-427 - Ioannis Giagkiozis
Generalized Decomposition. 428-442 - Günter Rudolph, Heike Trautmann, Soumyadip Sengupta, Oliver Schütze
Evenly Spaced Pareto Front Approximations for Tricriteria Problems Based on Triangulation. 443-458 - Hisao Ishibuchi
Relation between Neighborhood Size and MOEA/D Performance on Many-Objective Problems. 459-474
Classical MCDA
- Silvia Angilella
Multiple Criteria Hierarchy Process for the Choquet Integral. 475-489 - Rodrigo J. P. Ferreira
Selection of Inspection Intervals Based on Multi-attribute Utility Theory. 490-499 - Suzana de França Dantas Daher, Adiel Teixeira de Almeida
Minimizing the Compensatory Effect of MCDM Group Decision Additive Aggregation Using the Veto Concept. 500-512
Exploratory Problem Analysis
- Sunith Bandaru
A Dimensionally-Aware Genetic Programming Architecture for Automated Innovization. 513-527 - Tomoaki Tatsukawa, Taku Nonomura
A New Multiobjective Genetic Programming for Extraction of Design Information from Non-dominated Solutions. 528-542 - Julia Handl, Joshua D. Knowles
Evidence Accumulation in Multiobjective Data Clustering. 543-557 - Jonathan E. Fieldsend
Visualising High-Dimensional Pareto Relationships in Two-Dimensional Scatterplots. 558-572
Product and Process Applications
- Wissam A. Albukhanajer, Yaochu Jin
A Comparative Study of Multi-objective Evolutionary Trace Transform Methods for Robust Feature Extraction. 573-586 - Igor Vatolkin
Performance of Specific vs. Generic Feature Sets in Polyphonic Music Instrument Recognition. 587-599 - Alexander W. Churchill, Phil Husbands, Andrew Philippides
Multi-objectivization of the Tool Selection Problem on a Budget of Evaluations. 600-614 - Abhishek Gupta
Applying Bi-level Multi-Objective Evolutionary Algorithms for Optimizing Composites Manufacturing Processes. 615-627
Aerospace and Automotive Applications
- Susanne Zaglauer, Michael Deflorian:
Multi-criteria Optimization for Parameter Estimation of Physical Models in Combustion Engine Calibration. 628-640 - Robert J. Lygoe, Mark Cary, Peter J. Fleming
A Real-World Application of a Many-Objective Optimisation Complexity Reduction Process. 641-655 - Hiroyuki Morino, Shigeru Obayashi:
Knowledge Extraction for Structural Design of Regional Jet Horizontal Tail Using Multi-Objective Design Exploration (MODE). 656-668 - Valerio Lattarulo, Jin Zhang, Geoffrey T. Parks:
Application of the MOAA to Satellite Constellation Refueling Optimization. 669-684 - David Riley, Dave Northey, Rodrigo Haya Ramos, Mariano Sánchez Nogales, Davide Bonetti, Dave Dungate:
Parametric Design Optimisation for Planetary Landing Systems. 685-695
Further Real-World Applications
- Spencer Angus Thomas, Yaochu Jin
Single and Multi-objective in Silico Evolution of Tunable Genetic Oscillators. 696-709 - Juan Carlos Leyva López, Diego Alonso Gastélum Chavira
An Application of a Multicriteria Approach to Compare Economic Sectors: The Case of Sinaloa, Mexico. 710-725 - Robin C. Purshouse
Multi-objective Optimisation for Social Cost Benefit Analysis: An Allegory. 726-740 - Christos Tsotskas, Timoleon Kipouros
Biobjective Optimisation of Preliminary Aircraft Trajectories. 741-755 - Martin Zaefferer, Thomas Bartz-Beielstein
A Case Study on Multi-Criteria Optimization of an Event Detection Software under Limited Budgets. 756-770 - Marcilyanne Moreira Gois, Danilo Sipoli Sanches, Jean Paulo Martins
Multi-Objective Evolutionary Algorithm with Node-Depth Encoding and Strength Pareto for Service Restoration in Large-Scale Distribution Systems. 771-786 - Adiel Almeida Filho, Rodrigo J. P. Ferreira
A DSS Based on Multiple Criteria Decision Making for Maintenance Planning in an Electrical Power Distributor. 787-795
Under-Explored Challenges
- Céline Villa, Eric Lozinguez, Raphaël Labayrade
Multi-objective Optimization under Uncertain Objectives: Application to Engineering Design Problem. 796-810 - Luciana R. Pedro
Decision-Maker Preference Modeling in Interactive Multiobjective Optimization. 811-824 - Andreea Radulescu, Manuel López-Ibáñez
Automatically Improving the Anytime Behaviour of Multiobjective Evolutionary Algorithms. 825-840
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