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ORCIDVariants of Evolutionary Algorithms for Real-World Applications 2012
- Raymond Chiong
, Thomas Weise, Zbigniew Michalewicz:
Variants of Evolutionary Algorithms for Real-World Applications. Springer 2012, ISBN 978-3-642-23423-1
Section I: Introduction
- Christian Blum, Raymond Chiong, Maurice Clerc, Kenneth A. De Jong, Zbigniew Michalewicz, Ferrante Neri, Thomas Weise:
Evolutionary Optimization. 1-29
Section II: Planning and Scheduling
- Arvind Mohais, Sven Schellenberg, Maksud Ibrahimov, Neal Wagner, Zbigniew Michalewicz:
An Evolutionary Approach to Practical Constraints in Scheduling: A Case-Study of the Wine Bottling Problem. 31-58 - Claudio Fabiano Motta Toledo, Márcio da Silva Arantes, Paulo Morelato França, Reinaldo Morabito:
A Memetic Framework for Solving the Lot Sizing and Scheduling Problem in Soft Drink Plants. 59-93 - Jörg Lässig, Christian A. Hochmuth, Stefanie Thiem:
Simulation-Based Evolutionary Optimization of Complex Multi-Location Inventory Models. 95-141 - Sven Schellenberg, Arvind Mohais, Maksud Ibrahimov, Neal Wagner, Zbigniew Michalewicz:
A Fuzzy-Evolutionary Approach to the Problem of Optimisation and Decision-Support in Supply Chain Networks. 143-166 - Dipankar Dasgupta, Deon Garrett, Fernando Niño, Alex Banceanu, David Becerra:
A Genetic-Based Solution to the Task-Based Sailor Assignment Problem. 167-203 - Guohua Ma, Fu Zhang:
Genetic Algorithms for Manufacturing Process Planning. 205-244
Section III: Engineering
- Mohsen Davarynejad, Jos L. M. Vrancken, Jan van den Berg, Carlos A. Coello Coello:
A Fitness Granulation Approach for Large-Scale Structural Design Optimization. 245-280 - Osman Turan, Hao Cui:
A Reinforcement Learning Based Hybrid Evolutionary Algorithm for Ship Stability Design. 281-303 - Christian W. Rempis, Frank Pasemann:
An Interactively Constrained Neuro-Evolution Approach for Behavior Control of Complex Robots. 305-341
Section IV: Data Collection, Retrieval and Mining
- Amir Hossein Alavi, Amir Hossein Gandomi, Ali Mollahasani:
A Genetic Programming-Based Approach for the Performance Characteristics Assessment of Stabilized Soil. 343-376 - Eleonora Bilotta, Antonio Cerasa, Pietro S. Pantano, Aldo Quattrone, Andrea Staino, Francesca Stramandinoli:
Evolving Cellular Neural Networks for the Automated Segmentation of Multiple Sclerosis Lesions. 377-412 - Marlene Goncalves, Ivette Martínez, Gabi Escuela, Fabiola Di Bartolo, Francelice Sardá:
An Evolutionary Algorithm for Skyline Query Optimization. 413-436 - Cem Safak Sahin, Elkin Urrea, M. Ümit Uyar, Stephen Gundry:
A Bio-inspired Approach to Self-organization of Mobile Nodes in Real-Time Mobile Ad Hoc Network Applications. 437-462
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