Chiong, Raymond

Variants of Evolutionary Algorithms for Real-World Applications

Chiong, Raymond - Variants of Evolutionary Algorithms for Real-World Applications, ebook


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ISBN: 9783642234248
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Table of contents

1. Evolutionary Optimization
Christian Blum, Raymond Chiong, Maurice Clerc, Kenneth Jong, Zbigniew Michalewicz, Ferrante Neri, Thomas Weise

2. An Evolutionary Approach to Practical Constraints in Scheduling: A Case-Study of the Wine Bottling Problem
Arvind Mohais, Sven Schellenberg, Maksud Ibrahimov, Neal Wagner, Zbigniew Michalewicz

3. A Memetic Framework for Solving the Lot Sizing and Scheduling Problem in Soft Drink Plants
Claudio F. M. Toledo, Marcio S. Arantes, Paulo M. França, Reinaldo Morabito

4. Simulation-Based Evolutionary Optimization of Complex Multi-Location Inventory Models
Jörg Lässig, Christian A. Hochmuth, Stefanie Thiem

5. A Fuzzy-Evolutionary Approach to the Problem of Optimisation and Decision-Support in Supply Chain Networks
Sven Schellenberg, Arvind Mohais, Maksud Ibrahimov, Neal Wagner, Zbigniew Michalewicz

6. A Genetic-Based Solution to the Task-Based Sailor Assignment Problem
Dipankar Dasgupta, Deon Garrett, Fernando Nino, Alex Banceanu, David Becerra

7. Genetic Algorithms for Manufacturing Process Planning
Guohua Ma, Fu Zhang

8. A Fitness Granulation Approach for Large-Scale Structural Design Optimization
Mohsen Davarynejad, Jos Vrancken, Jan Berg, Carlos A. Coello Coello

9. A Reinforcement Learning Based Hybrid Evolutionary Algorithm for Ship Stability Design
Osman Turan, Hao Cui

10. An Interactively Constrained Neuro-Evolution Approach for Behavior Control of Complex Robots
Christian Rempis, Frank Pasemann

11. A Genetic Programming-Based Approach for the Performance Characteristics Assessment of Stabilized Soil
Amir Hossein Alavi, Amir Hossein Gandomi, Ali Mollahasani

12. Evolving Cellular Neural Networks for the Automated Segmentation of Multiple Sclerosis Lesions
Eleonora Bilotta, Antonio Cerasa, Pietro Pantano, Aldo Quattrone, Andrea Staino, Francesca Stramandinoli

13. An Evolutionary Algorithm for Skyline Query Optimization
Marlene Goncalves, Ivette Martínez, Gabi Escuela, Fabiola Bartolo, Francelice Sardá

14. A Bio-inspired Approach to Self-organization of Mobile Nodes in Real-Time Mobile Ad Hoc Network Applications
Cem Şafak Şahin, Elkin Urrea, M. Ümit Uyar, Stephen Gundry

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

Publication year
Technology, Energy, Traffic

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