Coverart for item
The Resource EVOLVE -- A bridge between probability, set oriented numerics, and evolutionary computation VI, Alexandru-Adrian Tantar [and others], editors

EVOLVE -- A bridge between probability, set oriented numerics, and evolutionary computation VI, Alexandru-Adrian Tantar [and others], editors

Label
EVOLVE -- A bridge between probability, set oriented numerics, and evolutionary computation VI
Title
EVOLVE -- A bridge between probability, set oriented numerics, and evolutionary computation VI
Statement of responsibility
Alexandru-Adrian Tantar [and others], editors
Creator
Contributor
Subject
Genre
Language
eng
Summary
This book comprises selected research papers from the 2015 edition of the EVOLVE conference, which was held on June 18–June 24, 2015 in Iași, Romania. It presents the latest research on Probability, Set Oriented Numerics, and Evolutionary Computation. The aim of the EVOLVE conference was to provide a bridge between probability, set oriented numerics and evolutionary computation and to bring together experts from these disciplines. The broad focus of the EVOLVE conference made it possible to discuss the connection between these related fields of study computational science. The selected papers published in the proceedings book were peer reviewed by an international committee of reviewers (at least three reviews per paper) and were revised and enhanced by the authors after the conference. The contributions are categorized into five major parts, which are: Multicriteria and Set-Oriented Optimization; Evolution in ICT Security; Computational Game Theory; Theory on Evolutionary Computation; Applications of Evolutionary Algorithms. The 2015 edition shows a major progress in the aim to bring disciplines together and the research on a number of topics that have been discussed in previous editions of the conference matured over time and methods have found their ways in applications. In this sense the book can be considered an important milestone in bridging and thereby advancing state-of-the-art computational methods.
Member of
Cataloging source
EBLCP
Dewey number
  • 519.6/4
  • 620
Index
index present
LC call number
QA402.5
Literary form
non fiction
http://bibfra.me/vocab/lite/meetingDate
2015
http://bibfra.me/vocab/lite/meetingName
EVOLVE (Conference)
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • Tantar, Alexandru-Adrian
  • Tantar, Emilia
  • Emmerich, Michael
  • Legrand, Pierrick
  • Alboaie, Lenuta
  • Luchian, Henri
Series statement
Advances in Intelligent Systems and Computing
Series volume
v. 674
http://library.link/vocab/subjectName
  • Combinatorial optimization
  • Evolutionary computation
Label
EVOLVE -- A bridge between probability, set oriented numerics, and evolutionary computation VI, Alexandru-Adrian Tantar [and others], editors
Instantiates
Publication
Note
  • ""3 Learn2Defend: Cognitive Security in SDN Preliminary Prototype""
  • Includes author index
Antecedent source
file reproduced from an electronic resource
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
  • ""Preface""; ""Organization""; ""Executive Committee ""; ""General Chair""; ""Local Chair""; ""Proceedings Chair""; ""Program Chairs""; ""Financial Chair""; ""Tutorial Chair""; ""Advisory Board""; ""Special Sessions Chairs""; ""Program Committee ""; ""Series Chairs""; ""Referees""; ""Invited Speakers""; ""Invited Tutorials""; ""Sponsoring Institutions and Partners""; ""Contents""; ""Multicriteria and Set-Oriented Optimization""; ""Aggregate Selection in Multi-objective Biochemical Optimization via the Average Cuboid Volume Indicator""; ""1 Introduction""; ""2 Related Work""
  • ""3 The Average Cuboid Volume Indicator""""4 Selection Strategies for NGSA-II""; ""4.1 Aggregate Selection""; ""4.2 ACV-Based Selection""; ""4.3 Computational Complexity""; ""5 Other Components of NSGA-II""; ""5.1 Individual Encoding and Search Space""; ""5.2 Variation Operators""; ""5.3 Fitness Functions""; ""6 Experimental Results""; ""6.1 Experimental Setting""; ""6.2 Evaluation""; ""7 Conclusion""; ""References""; ""On Gradient-Based and Swarm-Based Algorithms for Set-Oriented Bicriteria Optimization""; ""1 Introduction""; ""2 Background""; ""2.1 Definitions and Notation""
  • ""2.2 Problem Definition""""2.3 Related Work""; ""3 Optimization Algorithms""; ""3.1 Multi-objective Particle Swarm Optimization Algorithm""; ""3.2 Adaptive Mutation""; ""3.3 Multi-objective Gradient Based Optimization Algorithm""; ""4 Evaluation""; ""4.1 Test Problems""; ""4.2 Experiments Setup""; ""4.3 Description of Results""; ""4.4 Discussion of Results""; ""5 Conclusion""; ""A Appendices""; ""A.1 Manual of the Application""; ""References""; ""Quadcriteria Optimization of Binary Classifiers: Error Rates, Coverage, and Complexity""; ""1 Introduction""
  • ""2 Multiobjective Problem Formulation""""3 Quadcriteria Optimization Methods""; ""4 Experimental Setup""; ""5 Results Analysis""; ""6 Conclusions and Future Work""; ""References""; ""Parameter Identification of Stochastic Gene Regulation Models by Indicator-Based Evolutionary Level Set Approximation""; ""1 Evolutionary Level Set Approximation""; ""1.1 Augmented Diversity Indicators""; ""1.2 Theoretical Discussion""; ""2 Stochastic Simulation of Gene Regulatory Networks""; ""2.1 Simulation of Gene Regulatory Network by Gillespie Algorithm""; ""3 Problem Definitions""
  • ""3.1 Monomer Problem by Ribeiro et al.""""3.2 Objective Function""; ""4 Experimental Setup""; ""4.1 Monomer Problem""; ""4.2 Gene Expression Problem""; ""5 Level Set Approximation Results""; ""5.1 CMA-ES Evaluation""; ""5.2 ELSA Evaluation""; ""6 Conclusions and Outlook""; ""References""; ""Evolution in ICT Security""; ""On Using Cognition for Anomaly Detection in SDN""; ""1 Introduction""; ""2 Prototyping Cognitive Behavioral Security: Anomaly Detection""; ""2.1 A Road to Cognition: Gaussian Processes Modeling""; ""2.2 Learning and Building Profiles""
Control code
SPR1012344240
Dimensions
unknown
Extent
1 online resource (233 pages).
File format
one file format
Form of item
online
Isbn
9783319697086
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-69710-9
Quality assurance targets
unknown
Reformatting quality
unknown
Specific material designation
remote
System control number
  • on1012344240
  • (OCoLC)1012344240
Label
EVOLVE -- A bridge between probability, set oriented numerics, and evolutionary computation VI, Alexandru-Adrian Tantar [and others], editors
Publication
Note
  • ""3 Learn2Defend: Cognitive Security in SDN Preliminary Prototype""
  • Includes author index
Antecedent source
file reproduced from an electronic resource
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
  • ""Preface""; ""Organization""; ""Executive Committee ""; ""General Chair""; ""Local Chair""; ""Proceedings Chair""; ""Program Chairs""; ""Financial Chair""; ""Tutorial Chair""; ""Advisory Board""; ""Special Sessions Chairs""; ""Program Committee ""; ""Series Chairs""; ""Referees""; ""Invited Speakers""; ""Invited Tutorials""; ""Sponsoring Institutions and Partners""; ""Contents""; ""Multicriteria and Set-Oriented Optimization""; ""Aggregate Selection in Multi-objective Biochemical Optimization via the Average Cuboid Volume Indicator""; ""1 Introduction""; ""2 Related Work""
  • ""3 The Average Cuboid Volume Indicator""""4 Selection Strategies for NGSA-II""; ""4.1 Aggregate Selection""; ""4.2 ACV-Based Selection""; ""4.3 Computational Complexity""; ""5 Other Components of NSGA-II""; ""5.1 Individual Encoding and Search Space""; ""5.2 Variation Operators""; ""5.3 Fitness Functions""; ""6 Experimental Results""; ""6.1 Experimental Setting""; ""6.2 Evaluation""; ""7 Conclusion""; ""References""; ""On Gradient-Based and Swarm-Based Algorithms for Set-Oriented Bicriteria Optimization""; ""1 Introduction""; ""2 Background""; ""2.1 Definitions and Notation""
  • ""2.2 Problem Definition""""2.3 Related Work""; ""3 Optimization Algorithms""; ""3.1 Multi-objective Particle Swarm Optimization Algorithm""; ""3.2 Adaptive Mutation""; ""3.3 Multi-objective Gradient Based Optimization Algorithm""; ""4 Evaluation""; ""4.1 Test Problems""; ""4.2 Experiments Setup""; ""4.3 Description of Results""; ""4.4 Discussion of Results""; ""5 Conclusion""; ""A Appendices""; ""A.1 Manual of the Application""; ""References""; ""Quadcriteria Optimization of Binary Classifiers: Error Rates, Coverage, and Complexity""; ""1 Introduction""
  • ""2 Multiobjective Problem Formulation""""3 Quadcriteria Optimization Methods""; ""4 Experimental Setup""; ""5 Results Analysis""; ""6 Conclusions and Future Work""; ""References""; ""Parameter Identification of Stochastic Gene Regulation Models by Indicator-Based Evolutionary Level Set Approximation""; ""1 Evolutionary Level Set Approximation""; ""1.1 Augmented Diversity Indicators""; ""1.2 Theoretical Discussion""; ""2 Stochastic Simulation of Gene Regulatory Networks""; ""2.1 Simulation of Gene Regulatory Network by Gillespie Algorithm""; ""3 Problem Definitions""
  • ""3.1 Monomer Problem by Ribeiro et al.""""3.2 Objective Function""; ""4 Experimental Setup""; ""4.1 Monomer Problem""; ""4.2 Gene Expression Problem""; ""5 Level Set Approximation Results""; ""5.1 CMA-ES Evaluation""; ""5.2 ELSA Evaluation""; ""6 Conclusions and Outlook""; ""References""; ""Evolution in ICT Security""; ""On Using Cognition for Anomaly Detection in SDN""; ""1 Introduction""; ""2 Prototyping Cognitive Behavioral Security: Anomaly Detection""; ""2.1 A Road to Cognition: Gaussian Processes Modeling""; ""2.2 Learning and Building Profiles""
Control code
SPR1012344240
Dimensions
unknown
Extent
1 online resource (233 pages).
File format
one file format
Form of item
online
Isbn
9783319697086
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-69710-9
Quality assurance targets
unknown
Reformatting quality
unknown
Specific material designation
remote
System control number
  • on1012344240
  • (OCoLC)1012344240

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