Evolutionary multi-criterion optimization : 7th International Conference, EMO 2013, Sheffield, UK, March 19-22, 2013. Proceedings / Robin C. Purshouse [and others] (eds.).

By: (7th : EMO (Conference) (7th : 2013 : Sheffield, England)
Contributor(s): Purshouse, Robin C
Material type: TextTextSeries: SerienbezeichnungLecture notes in computer science: 7811.; LNCS sublibrary: Publisher: Berlin ; New York : Springer, ©2013Description: 1 online resourceContent type: text Media type: computer Carrier type: online resourceISBN: 9783642371400; 364237140X; 9783642198939; 3642198937; 9783642198922; 3642198929Other title: EMO 2013Subject(s): Mathematical optimization -- Congresses | Evolutionary computation -- Congresses | Evolutionary computation | Mathematical optimization | Electronic Data Processing | Mathematical Computing | Engineering & Applied Sciences | Applied Mathematics | Computer science | Computer software | Electronic data processing | Artificial intelligence | Numeric Computing | Algorithm Analysis and Problem ComplexityGenre/Form: Electronic books. | Conference papers and proceedings. | Computer software. | Congress. Additional physical formats: Printed edition:: No titleDDC classification: 519.6 LOC classification: QA402.5 | .E46 2013Online resources: Click here to access online | Click here to access online
Contents:
Plenary Talks. Many-Objective Visual Analytics: Rethinking the Design of Complex Engineered Systems / Patrick M. Reed -- Evolutionary Multiobjective Optimization and Uncertainty / Jürgen Branke -- Integrating Problem Analysis and Algorithmic Development in MCDA / Theodor J. Stewart -- Innovization: Discovery of Innovative Solution Principles Using Multi-Objective Optimization / Kalyanmoy Deb -- New Horizons. 'Hang On a Minute': Investigations on the Effects of Delayed Objective Functions in Multiobjective Optimization / Richard Allmendinger, Joshua Knowles -- Optimization of Adaptation -- A Multi-objective Approach for Optimizing Changes to Design Parameters / Shaul Salomon [and others] -- Multi-objective AI Planning: Evaluating DaE YAHSP on a Tunable Benchmark / M.R. Khouadjia [and others] -- Multi-objective Topic Modeling / Osama Khalifa [and others] -- Indicator-Based Methods. Indicator Based Search in Variable Orderings: Theory and Algorithms / Pradyumn Kumar Shukla, Marlon Alexander Braun.
Preference Articulation by Means of the R2 Indicator / Tobias Wagner, Heike Trautmann, Dimo Brockhoff -- Do Hypervolume Regressions Hinder EMOA Performance? Surprise and Relief / Leonard Judt, Olaf Mersmann, Boris Naujoks -- Cone-Based Hypervolume Indicators: Construction, Properties, and Efficient Computation / Michael Emmerich [and others] -- Aspects of Algorithm Design. Many-Objective Optimization Using Taxi-Cab Surface Evolutionary Algorithm / Hans J.F. Moen [and others] -- IPESA-II: Improved Pareto Envelope-Based Selection Algorithm II / Miqing Li [and others] -- Theory and Algorithms for Finding Knees / Pradyumn Kumar Shukla, Marlon Alexander Braun, Hartmut Schmeck -- Knowledge Transfer Strategies for Vector Evaluated Particle Swarm Optimization / Kyle Robert Harrison, Beatrice Ombuki-Berman, Andries P. Engelbrecht -- Hypervolume-Based Multi-Objective Path Relinking Algorithm / Rong-Qiang Zeng, Matthieu Basseur, Jin-Kao Hao -- Multiobjective Path Relinking for Biclustering: Application to Microarray Data / Khedidja Seridi, Laetitia Jourdan, El-Ghazali Talbi.
Hybrid MCDA. ''Whatever Works Best for You''- A New Method for a Priori and Progressive Multi-objective Optimisation / Rui Wang, Robin C. Purshouse, Peter J. Fleming -- Hypervolume-Based Multi-Objective Reinforcement Learning / Kristof Van Moffaert, Madalina M. Drugan, Ann Nowé -- A Theoretical Analysis of Curvature Based Preference Models / Pradyumn Kumar Shukla, Michael Emmerich, André Deutz -- Decomposition-Based Methods. Force-Based Cooperative Search Directions in Evolutionary Multi-objective Optimization / Bilel Derbel, Dimo Brockhoff, Arnaud Liefooghe -- Approximation Model Guided Selection for Evolutionary Multiobjective Optimization / Aimin Zhou, Qingfu Zhang, Guixu Zhang -- A Decomposition Based Evolutionary Algorithm for Many Objective Optimization with Systematic Sampling and Adaptive Epsilon Control / Md. Asafuddoula, Tapabrata Ray, Ruhul Sarker -- Generalized Decomposition / Ioannis Giagkiozis, Robin C. Purshouse, Peter J. Fleming.
Evenly Spaced Pareto Front Approximations for Tricriteria Problems Based on Triangulation / Günter Rudolph [and others] -- Relation between Neighborhood Size and MOEA/D Performance on Many-Objective Problems / Hisao Ishibuchi, Naoya Akedo, Yusuke Nojima -- Classical MCDA. Multiple Criteria Hierarchy Process for the Choquet Integral / Silvia Angilella [and others] -- Selection of Inspection Intervals Based on Multi-attribute Utility Theory / Rodrigo J.P. Ferreira, Adiel T. de Almeida, Cristiano A.V. Cavalcante -- Minimizing the Compensatory Effect of MCDM Group Decision Additive Aggregation Using the Veto Concept / Suzana de França Dantas Daher, Adiel Teixeira de Almeida -- Exploratory Problem Analysis. A Dimensionally-Aware Genetic Programming Architecture for Automated Innovization / Sunith Bandaru, Kalyanmoy Deb -- A New Multiobjective Genetic Programming for Extraction of Design Information from Non-dominated Solutions / Tomoaki Tatsukawa [and others].
Evidence Accumulation in Multiobjective Data Clustering / Julia Handl, Joshua Knowles -- Visualising High-Dimensional Pareto Relationships in Two-Dimensional Scatterplots / Jonathan Fieldsend, Richard Everson -- Product and Process Applications. A Comparative Study of Multi-objective Evolutionary Trace Transform Methods for Robust Feature Extraction / Wissam A. Albukhanajer [and others] -- Performance of Specific vs. Generic Feature Sets in Polyphonic Music Instrument Recognition / Igor Vatolkin [and others] -- Multi-objectivization of the Tool Selection Problem on a Budget of Evaluations / Alexander W. Churchill, Phil Husbands, Andrew Philippides -- Applying Bi-level Multi-Objective Evolutionary Algorithms for Optimizing Composites Manufacturing Processes / Abhishek Gupta [and others] -- Aerospace and Automotive Applications. Multi-criteria Optimization for Parameter Estimation of Physical Models in Combustion Engine Calibration / Susanne Zaglauer, Michael Deflorian.
A Real-World Application of a Many-Objective Optimisation Complexity Reduction Process / Robert J. Lygoe, Mark Cary, Peter J. Fleming -- Knowledge Extraction for Structural Design of Regional Jet Horizontal Tail Using Multi-Objective Design Exploration (MODE) / Hiroyuki Morino, Shigeru Obayashi -- Application of the MOAA to Satellite Constellation Refueling Optimization / Valerio Lattarulo, Jin Zhang, Geoffrey T. Parks -- Parametric Design Optimisation for Planetary Landing Systems / David Riley [and others] -- Further Real-World Applications. Single and Multi-objective in Silico Evolution of Tunable Genetic Oscillators / Spencer Angus Thomas, Yaochu Jin -- An Application of a Multicriteria Approach to Compare Economic Sectors: The Case of Sinaloa, Mexico / Juan Carlos Leyva López, Diego Alonso Gastélum Chavira, Margarita Urías Ruiz -- Multi-objective Optimisation for Social Cost Benefit Analysis: An Allegory / Robin C. Purshouse, John McAlister.
Biobjective Optimisation of Preliminary Aircraft Trajectories / Christos Tsotskas, Timoleon Kipouros, Mark Savill -- A Case Study on Multi-Criteria Optimization of an Event Detection Software under Limited Budgets / Martin Zaefferer [and others] -- Multi-Objective Evolutionary Algorithm with Node-Depth Encoding and Strength Pareto for Service Restoration in Large-Scale Distribution Systems / Marcilyanne Moreira Gois, Danilo Sipoli Sanches, Jean Martins -- A DSS Based on Multiple Criteria Decision Making for Maintenance Planning in an Electrical Power Distributor / Adiel Almeida-Filho, Rodrigo J.P. Ferreira, Adiel Almeida -- Under-Explored Challenges. Multi-objective Optimization under Uncertain Objectives: Application to Engineering Design Problem / Céline Villa, Eric Lozinguez, Raphaël Labayrade -- Decision-Maker Preference Modeling in Interactive Multiobjective Optimization / Luciana R. Pedro, Ricardo H.C. Takahashi -- Automatically Improving the Anytime Behaviour of Multiobjective Evolutionary Algorithms / Andreea Radulescu, Manuel López-Ibáñez, Thomas Stützle.
Summary: This book constitutes the refereed proceedings of the 7th International Conference on Evolutionary Multi-Criterion Optimization, EMO 2013 held in Sheffield, UK, in March 2013. The 57 revised full papers presented were carefully reviewed and selected from 98 submissions. The papers are grouped in topical sections on plenary talks; new horizons; indicator-based methods; aspects of algorithm design; pareto-based methods; hybrid MCDA; decomposition-based methods; classical MCDA; exploratory problem analysis; product and process applications; aerospace and automotive applications; further real-world applications; and under-explored challenges.
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Plenary Talks. Many-Objective Visual Analytics: Rethinking the Design of Complex Engineered Systems / Patrick M. Reed -- Evolutionary Multiobjective Optimization and Uncertainty / Jürgen Branke -- Integrating Problem Analysis and Algorithmic Development in MCDA / Theodor J. Stewart -- Innovization: Discovery of Innovative Solution Principles Using Multi-Objective Optimization / Kalyanmoy Deb -- New Horizons. 'Hang On a Minute': Investigations on the Effects of Delayed Objective Functions in Multiobjective Optimization / Richard Allmendinger, Joshua Knowles -- Optimization of Adaptation -- A Multi-objective Approach for Optimizing Changes to Design Parameters / Shaul Salomon [and others] -- Multi-objective AI Planning: Evaluating DaE YAHSP on a Tunable Benchmark / M.R. Khouadjia [and others] -- Multi-objective Topic Modeling / Osama Khalifa [and others] -- Indicator-Based Methods. Indicator Based Search in Variable Orderings: Theory and Algorithms / Pradyumn Kumar Shukla, Marlon Alexander Braun.

Preference Articulation by Means of the R2 Indicator / Tobias Wagner, Heike Trautmann, Dimo Brockhoff -- Do Hypervolume Regressions Hinder EMOA Performance? Surprise and Relief / Leonard Judt, Olaf Mersmann, Boris Naujoks -- Cone-Based Hypervolume Indicators: Construction, Properties, and Efficient Computation / Michael Emmerich [and others] -- Aspects of Algorithm Design. Many-Objective Optimization Using Taxi-Cab Surface Evolutionary Algorithm / Hans J.F. Moen [and others] -- IPESA-II: Improved Pareto Envelope-Based Selection Algorithm II / Miqing Li [and others] -- Theory and Algorithms for Finding Knees / Pradyumn Kumar Shukla, Marlon Alexander Braun, Hartmut Schmeck -- Knowledge Transfer Strategies for Vector Evaluated Particle Swarm Optimization / Kyle Robert Harrison, Beatrice Ombuki-Berman, Andries P. Engelbrecht -- Hypervolume-Based Multi-Objective Path Relinking Algorithm / Rong-Qiang Zeng, Matthieu Basseur, Jin-Kao Hao -- Multiobjective Path Relinking for Biclustering: Application to Microarray Data / Khedidja Seridi, Laetitia Jourdan, El-Ghazali Talbi.

880-01 Hybrid MCDA. ''Whatever Works Best for You''- A New Method for a Priori and Progressive Multi-objective Optimisation / Rui Wang, Robin C. Purshouse, Peter J. Fleming -- Hypervolume-Based Multi-Objective Reinforcement Learning / Kristof Van Moffaert, Madalina M. Drugan, Ann Nowé -- A Theoretical Analysis of Curvature Based Preference Models / Pradyumn Kumar Shukla, Michael Emmerich, André Deutz -- Decomposition-Based Methods. Force-Based Cooperative Search Directions in Evolutionary Multi-objective Optimization / Bilel Derbel, Dimo Brockhoff, Arnaud Liefooghe -- Approximation Model Guided Selection for Evolutionary Multiobjective Optimization / Aimin Zhou, Qingfu Zhang, Guixu Zhang -- A Decomposition Based Evolutionary Algorithm for Many Objective Optimization with Systematic Sampling and Adaptive Epsilon Control / Md. Asafuddoula, Tapabrata Ray, Ruhul Sarker -- Generalized Decomposition / Ioannis Giagkiozis, Robin C. Purshouse, Peter J. Fleming.

Evenly Spaced Pareto Front Approximations for Tricriteria Problems Based on Triangulation / Günter Rudolph [and others] -- Relation between Neighborhood Size and MOEA/D Performance on Many-Objective Problems / Hisao Ishibuchi, Naoya Akedo, Yusuke Nojima -- Classical MCDA. Multiple Criteria Hierarchy Process for the Choquet Integral / Silvia Angilella [and others] -- Selection of Inspection Intervals Based on Multi-attribute Utility Theory / Rodrigo J.P. Ferreira, Adiel T. de Almeida, Cristiano A.V. Cavalcante -- Minimizing the Compensatory Effect of MCDM Group Decision Additive Aggregation Using the Veto Concept / Suzana de França Dantas Daher, Adiel Teixeira de Almeida -- Exploratory Problem Analysis. A Dimensionally-Aware Genetic Programming Architecture for Automated Innovization / Sunith Bandaru, Kalyanmoy Deb -- A New Multiobjective Genetic Programming for Extraction of Design Information from Non-dominated Solutions / Tomoaki Tatsukawa [and others].

Evidence Accumulation in Multiobjective Data Clustering / Julia Handl, Joshua Knowles -- Visualising High-Dimensional Pareto Relationships in Two-Dimensional Scatterplots / Jonathan Fieldsend, Richard Everson -- Product and Process Applications. A Comparative Study of Multi-objective Evolutionary Trace Transform Methods for Robust Feature Extraction / Wissam A. Albukhanajer [and others] -- Performance of Specific vs. Generic Feature Sets in Polyphonic Music Instrument Recognition / Igor Vatolkin [and others] -- Multi-objectivization of the Tool Selection Problem on a Budget of Evaluations / Alexander W. Churchill, Phil Husbands, Andrew Philippides -- Applying Bi-level Multi-Objective Evolutionary Algorithms for Optimizing Composites Manufacturing Processes / Abhishek Gupta [and others] -- Aerospace and Automotive Applications. Multi-criteria Optimization for Parameter Estimation of Physical Models in Combustion Engine Calibration / Susanne Zaglauer, Michael Deflorian.

A Real-World Application of a Many-Objective Optimisation Complexity Reduction Process / Robert J. Lygoe, Mark Cary, Peter J. Fleming -- Knowledge Extraction for Structural Design of Regional Jet Horizontal Tail Using Multi-Objective Design Exploration (MODE) / Hiroyuki Morino, Shigeru Obayashi -- Application of the MOAA to Satellite Constellation Refueling Optimization / Valerio Lattarulo, Jin Zhang, Geoffrey T. Parks -- Parametric Design Optimisation for Planetary Landing Systems / David Riley [and others] -- Further Real-World Applications. Single and Multi-objective in Silico Evolution of Tunable Genetic Oscillators / Spencer Angus Thomas, Yaochu Jin -- An Application of a Multicriteria Approach to Compare Economic Sectors: The Case of Sinaloa, Mexico / Juan Carlos Leyva López, Diego Alonso Gastélum Chavira, Margarita Urías Ruiz -- Multi-objective Optimisation for Social Cost Benefit Analysis: An Allegory / Robin C. Purshouse, John McAlister.

Biobjective Optimisation of Preliminary Aircraft Trajectories / Christos Tsotskas, Timoleon Kipouros, Mark Savill -- A Case Study on Multi-Criteria Optimization of an Event Detection Software under Limited Budgets / Martin Zaefferer [and others] -- Multi-Objective Evolutionary Algorithm with Node-Depth Encoding and Strength Pareto for Service Restoration in Large-Scale Distribution Systems / Marcilyanne Moreira Gois, Danilo Sipoli Sanches, Jean Martins -- A DSS Based on Multiple Criteria Decision Making for Maintenance Planning in an Electrical Power Distributor / Adiel Almeida-Filho, Rodrigo J.P. Ferreira, Adiel Almeida -- Under-Explored Challenges. Multi-objective Optimization under Uncertain Objectives: Application to Engineering Design Problem / Céline Villa, Eric Lozinguez, Raphaël Labayrade -- Decision-Maker Preference Modeling in Interactive Multiobjective Optimization / Luciana R. Pedro, Ricardo H.C. Takahashi -- Automatically Improving the Anytime Behaviour of Multiobjective Evolutionary Algorithms / Andreea Radulescu, Manuel López-Ibáñez, Thomas Stützle.

International conference proceedings.

This book constitutes the refereed proceedings of the 7th International Conference on Evolutionary Multi-Criterion Optimization, EMO 2013 held in Sheffield, UK, in March 2013. The 57 revised full papers presented were carefully reviewed and selected from 98 submissions. The papers are grouped in topical sections on plenary talks; new horizons; indicator-based methods; aspects of algorithm design; pareto-based methods; hybrid MCDA; decomposition-based methods; classical MCDA; exploratory problem analysis; product and process applications; aerospace and automotive applications; further real-world applications; and under-explored challenges.

Includes bibliographical references and author index.

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