Screen LibraryEvolutionary multi-criterion optimization : 7th International Conference, EMO 2013, Sheffield, UK, March 19-22, 2013. 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 top...
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| Corporate Authors: | ; |
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| Group Author: | |
| Published: |
Springer,
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| Publisher Address: | Berlin ; New York : |
| Publication Dates: | ?013. |
| Literature type: | eBook |
| Language: | English |
| Series: |
Lecture notes in computer science,
7811 LNCS sublibrary. SL 1, Theoretical computer science and general issues |
| Subjects: | |
| Online Access: |
http://dx.doi.org/10.1007/978-3-642-37140-0 |
| 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. |
| Item Description: | International conference proceedings. |
| Carrier Form: | 1 online resource. |
| Bibliography: | Includes bibliographical references and author index. |
| ISBN: |
9783642371400 (electronic bk.) 364237140X (electronic bk.) 9783642198939 3642198937 9783642198922 3642198929 |
| Index Number: | QA402 |
| CLC: |
F270.7-532 F224.0-05 |
| Contents: |
Plenary Talks. Many-Objective Visual Analytics: Rethinking the Design of Complex Engineered Systems / Evolutionary Multiobjective Optimization and Uncertainty / Integrating Problem Analysis and Algorithmic Development in MCDA / Innovization: Discovery of Innovative Solution Principles Using Multi-Objective Optimization / New Horizons. 'Hang On a Minute': Investigations on the Effects of Delayed Objective Functions in Multiobjective Optimization / Optimization of Adaptation -- A Multi-objective Approach for Optimizing Changes to Design Parameters / Multi-objective AI Planning: Evaluating DaE YAHSP on a Tunable Benchmark / Multi-objective Topic Modeling / Indicator-Based Methods. Indicator Based Search in Variable Orderings: Theory and Algorithms / Preference Articulation by Means of the R2 Indicator / Do Hypervolume Regressions Hinder EMOA Performance? Surprise and Relief / Cone-Based Hypervolume Indicators: Construction, Properties, and Efficient Computation / Aspects of Algorithm Design. Many-Objective Optimization Using Taxi-Cab Surface Evolutionary Algorithm / IPESA-II: Improved Pareto Envelope-Based Selection Algorithm II / Theory and Algorithms for Finding Knees / Knowledge Transfer Strategies for Vector Evaluated Particle Swarm Optimization / Hypervolume-Based Multi-Objective Path Relinking Algorithm / Multiobjective Path Relinking for Biclustering: Application to Microarray Data / Selection Operators Based on Maximin Fitness Function for Multi-Objective Evolutionary Algorithms / Difficulty in Evolutionary Multiobjective Optimization of Discrete Objective Functions with Different Granularities / Solution of Multi-objective Min-Max and Max-Min Games by Evolution / A Comparative Study on Evolutionary Algorithms for Many-Objective Optimization / Pareto-Based Methods. Effect of Dominance Balance in Many-Objective Optimization / An Alternative Preference Relation to Deal with Many-Objective Optimization Problems / An Improved Adaptive Approach for Elitist Nondominated Sorting Genetic Algorithm for Many-Objective Optimization / Adaptive -Sampling and -Hood for Evolutionary Many-Objective Optimization / Evenly Spaced Pareto Front Approximations for Tricriteria Problems Based on Triangulation / Relation between Neighborhood Size and MOEA/D Performance on Many-Objective Problems / Classical MCDA. Multiple Criteria Hierarchy Process for the Choquet Integral / Selection of Inspection Intervals Based on Multi-attribute Utility Theory / Minimizing the Compensatory Effect of MCDM Group Decision Additive Aggregation Using the Veto Concept / Exploratory Problem Analysis. A Dimensionally-Aware Genetic Programming Architecture for Automated Innovization / A New Multiobjective Genetic Programming for Extraction of Design Information from Non-dominated Solutions / Evidence Accumulation in Multiobjective Data Clustering / Visualising High-Dimensional Pareto Relationships in Two-Dimensional Scatterplots / Product and Process Applications. A Comparative Study of Multi-objective Evolutionary Trace Transform Methods for Robust Feature Extraction / Performance of Specific vs. Generic Feature Sets in Polyphonic Music Instrument Recognition / Multi-objectivization of the Tool Selection Problem on a Budget of Evaluations / Applying Bi-level Multi-Objective Evolutionary Algorithms for Optimizing Composites Manufacturing Processes / Aerospace and Automotive Applications. Multi-criteria Optimization for Parameter Estimation of Physical Models in Combustion Engine Calibration / A Real-World Application of a Many-Objective Optimisation Complexity Reduction Process / Knowledge Extraction for Structural Design of Regional Jet Horizontal Tail Using Multi-Objective Design Exploration (MODE) / Application of the MOAA to Satellite Constellation Refueling Optimization / Parametric Design Optimisation for Planetary Landing Systems / Further Real-World Applications. Single and Multi-objective in Silico Evolution of Tunable Genetic Oscillators / An Application of a Multicriteria Approach to Compare Economic Sectors: The Case of Sinaloa, Mexico / Multi-objective Optimisation for Social Cost Benefit Analysis: An Allegory / Biobjective Optimisation of Preliminary Aircraft Trajectories / A Case Study on Multi-Criteria Optimization of an Event Detection Software under Limited Budgets / Multi-Objective Evolutionary Algorithm with Node-Depth Encoding and Strength Pareto for Service Restoration in Large-Scale Distribution Systems / A DSS Based on Multiple Criteria Decision Making for Maintenance Planning in an Electrical Power Distributor / Under-Explored Challenges. Multi-objective Optimization under Uncertain Objectives: Application to Engineering Design Problem / Decision-Maker Preference Modeling in Interactive Multiobjective Optimization / Automatically Improving the Anytime Behaviour of Multiobjective Evolutionary Algorithms / |