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Alboaie, Lenuta

EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation VI

Alboaie, Lenuta - EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation VI, ebook

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ISBN: 9783319697109
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Table of contents

1. Aggregate Selection in Multi-objective Biochemical Optimization via the Average Cuboid Volume Indicator
Susanne Rosenthal, Bernd Freisleben, Markus Borschbach

2. On Gradient-Based and Swarm-Based Algorithms for Set-Oriented Bicriteria Optimization
Wilco Verhoef, André H. Deutz, Michael T. M. Emmerich

3. Quadcriteria Optimization of Binary Classifiers: Error Rates, Coverage, andComplexity
Vitor Basto-Fernandes, Iryna Yevseyeva, David Ruano-Ordás, Jiaqi Zhao, Florentino Fdez-Riverola, José Ramón Méndez, Michael T. M. Emmerich

4. Parameter Identification of Stochastic Gene Regulation Models by Indicator-Based Evolutionary Level Set Approximation
Alexander Nezhinsky, Michael T. M. Emmerich

5. On Using Cognition for Anomaly Detection in SDN
Emilia Tantar, Alexandru-Adrian Tantar, Miroslaw Kantor, Thomas Engel

6. Feature Creation Using Genetic Algorithms for Zero False Positive Malware Classification
Razvan Benchea, Dragos Gavrilut, Henri Luchian

7. Multi-centroid Cluster Analysis in Malware Research
Ciprian Oprişa, George Cabău, Gheorghe Sebestyen Pal

8. Cooperation in Multicriteria Repeated Games
Réka Nagy, Mihai Suciu, Dan Dumitrescu

9. Evolving Game Strategies in a Dynamic Cournot Oligopoly Setting
Mihai Alexandru Suciu, Rodica-Ioana Lung, Noémi Gaskó, Tudor-Dan Mihoc, Dan Dumitrescu

10. Efficient Real-Parameter Single Objective Optimizer Using Hierarchical CMA-ES Solvers
Madalina M. Drugan

11. Multi-point Efficient Global Optimization Using Niching Evolution Strategy
Hao Wang, Thomas Bäck, Michael T. M. Emmerich

12. Community Detection in NK Landscapes - An Empirical Study of Complexity Transitions in Interactive Networks
Asep Maulana, André H. Deutz, Erik Schultes, Michael T. M. Emmerich

13. River Flow Forecasting Using an Improved Artificial Neural Network
Josiah Adeyemo, Oluwaseun Oyebode, Derek Stretch

14. Evolutionary Cost-Sensitive Balancing: AGeneric Method for Imbalanced ClassificationProblems
Camelia Lemnaru, Rodica Potolea

15. Balancing the Subtours for Multiple TSP Approached with ACS: Clustering-Based Approaches Vs. MinMax Formulation
Raluca Necula, Madalina Raschip, Mihaela Breaban

Keywords: Engineering, Computational Intelligence, Artificial Intelligence (incl. Robotics)

Editor
 
 
 
 
 
Publisher
Springer
Publication year
2018
Language
en
Edition
1
Series
Advances in Intelligent Systems and Computing
Category
Technology, Energy, Traffic
Format
Ebook
eISBN (PDF)
9783319697109
Printed ISBN
978-3-319-69708-6

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