Variants of Evolutionary Algorithms for Real-World Applications 2012

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 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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