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Emmerich, Michael

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

Emmerich, Michael - EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation IV, ebook

259,25€

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ISBN: 9783319011288
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Table of contents

1. Constructing a Solution Attractor for the Probabilistic Traveling Salesman Problem through Simulation
Weiqi Li

2. Unsupervised Classifier Based on Heuristic Optimization and Maximum Entropy Principle
Edwin Aldana-Bobadilla, Angel Kuri-Morales

3. Training Multilayer Perceptron by Conformal Geometric Evolutionary Algorithm
J. P. Serrano, Arturo Hernández, Rafael Herrera

4. RotaSVM: A New Ensemble Classifier
Shib Sankar Bhowmick, Indrajit Saha, Luis Rato, Debotosh Bhattacharjee

5. Finding Biologically Plausible Complex Network Topologies with a New Evolutionary Approach for Network Generation
Gordon Govan, Jakub Chlanda, David Corne, Alex Xenos, Pierluigi Frisco

6. Fitness Landscape Analysis of NK Landscapes and Vehicle Routing Problems by Expanded Barrier Trees
Bas Stein, Michael Emmerich, Zhiwei Yang

7. Sewer Network Design Optimization Problem Using Ant Colony Optimization Algorithm and Tree Growing Algorithm
Ramtin Moeini, Mohammed Hadi Afshar

8. An Ant-Based Optimization Approach for Inventory Routing
Vasileios A. Tatsis, Konstantinos E. Parsopoulos, Konstantina Skouri, Ioannis Konstantaras

9. Measuring Multimodal Optimization Solution Sets with a View to Multiobjective Techniques
Mike Preuss, Simon Wessing

10. A Benchmark on the Interaction of Basic Variation Operators in Multi-objective Peptide Design Evaluated by a Three Dimensional Diversity Metric and a Minimized Hypervolume
Susanne Rosenthal, Markus Borschbach

11. Logarithmic-Time Updates in SMS-EMOA and Hypervolume-Based Archiving
Iris Hupkens, Michael Emmerich

12. Computing the Set of Approximate Solutions of a Multi-objective Optimization Problem by Means of Cell Mapping Techniques
Carlos Hernández, Jian-Qiao Sun, Oliver Schütze

13. The Directed Search Method for Pareto Front Approximations with Maximum Dominated Hypervolume
Víctor Adrián Sosa Hernández, Oliver Schütze, Günter Rudolph, Heike Trautmann

14. A Hybrid Algorithm for the Simple Cell Mapping Method in Multi-objective Optimization
Yousef Naranjani, Carlos Hernández, Fu-Rui Xiong, Oliver Schütze, Jian-Qiao Sun

15. Planning and Allocation Tasks in a Multicomputer System as a Multi-objective Problem
Apolinar Velarde, Eunice Ponce de León, Elva Diaz, Alejandro Padilla

16. Real World System Architecture Design Using Multi-criteria Optimization: A Case Study
Rajesh Kudikala, Andrew R. Mills, Peter J. Fleming, Graham F. Tanner, Jonathan E. Holt

17. A Self-adaptive Genetic Algorithm Applied to Multi-Objective Optimization of an Airfoil
John M. Oliver, Timoleon Kipouros, A. Mark Savill

18. Genetic Programming with Scale-Free Dynamics
Hitoshi Araseki

19. Preliminary Study of Bloat in Genetic Programming with Behavior-Based Search
Leonardo Trujillo, Enrique Naredo, Yuliana Martínez

20. Evidence Theory Based Multidisciplinary Robust Optimization for Micro Mars Entry Probe Design
Liqiang Hou, Yuanli Cai, Rongzhi Zhang, Jisheng Li

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

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