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EVOLVE -- A bridge between probability, set oriented numerics, and evolutionary computation VI
- Author / Creator
- Conferences
- EVOLVE (Conference) (6th : 2015 : Iaşi, Romania)
- Available as
- Online
Details
- Creator
- Alexandru-Adrian Tantar... [et al.], editors
- Format
- Books
- Language
- English
- Contributors
- Publication
-
- Cham : Springer, c2018
- Physical Details
-
- 1 online resource (233 p.)
- ISBNs
- 9783319697109, 3319697102, 9783319697086, 9783319697086
- OCLC
- on1012344240
- ""3 Learn2Defend: Cognitive Security in SDN Preliminary Prototype""
- Includes author index.
- ""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""