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Intelligent Computational Optimization in Engineering - Techniques and Applications 2011

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Mario Köppen, Gerald Schaefer, Ajith Abraham:
Intelligent Computational Optimization in Engineering - Techniques and Applications. Studies in Computational Intelligence 366, Springer 2011, ISBN 978-3-642-21704-3

Intelligent Computational Optimization in Engineering: Techniques and Applications

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Lars Nolle, Mario Köppen, Gerald Schaefer, Ajith Abraham:
Intelligent Computational Optimization in Engineering: Techniques and Applications. 1-24

Part I: Frameworks

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Erik Cuevas, Daniel Zaldivar, Marco Antonio Pérez Cisneros, Raúl Rojas:
Learning Automata in Control Planning Strategies. 27-54
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Marko Zerdin, Alexander Gibrekhterman, Uzi Zahavi, Dovi Yellin:
Optimization Strategies for Restricted Candidate Lists in Field Service Scheduling. 55-83
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Mohamed K. Omar, Yasothei Suppiah:
Framework for Integrating Optimization and Heuristic Models for Solving Planning and Scheduling Problem in a Resin Manufacturing Plant. 85-107
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Esteban Tlelo-Cuautle, Ivick Guerra-Gómez, Luis Gerardo de la Fraga, Georgina Flores Becerra, Said Polanco-Martagón, Mourad Fakhfakh, Carlos A. Reyes García, Gustavo Rodríguez Gómez, Gerardo Reyes Salgado:
Evolutionary Algorithms in the Optimal Sizing of Analog Circuits. 109-138

Part II: Algorithm Integration

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Shan Jiang, Jonathan N. Carter:
Application of Estimation of Distribution Algorithms for Nuclear Fuel Management. 141-176
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Radu-Emil Precup, Radu-Codrut David, Stefan Preitl, Emil M. Petriu, József K. Tar:
Optimal Control Systems with Reduced Parametric Sensitivity Based on Particle Swarm Optimization and Simulated Annealing. 177-207
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Yasin Hajizadeh, Vasily V. Demyanov, Linah Mohamed, Mike Christie:
Comparison of Evolutionary and Swarm Intelligence Methods for History Matching and Uncertainty Quantification in Petroleum Reservoir Models. 209-240
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András Király, János Abonyi:
Optimization of Multiple Traveling Salesmen Problem by a Novel Representation Based Genetic Algorithm. 241-269

Part III: Applications

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Paola Pellegrini, Mauro Birattari:
Out-of-the-Box and Custom Implementation of Metaheuristics. A Case Study: The Vehicle Routing Problem with Stochastic Demand. 273-295
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Mourad Fakhfakh, Amin Sallem, Mariam Boughariou, Sameh Bennour, Eya Bradai, Emna Gaddour, Mourad Loulou:
Analogue Circuit Optimization through a Hybrid Approach. 297-327
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Dilay Çelebi:
Evolutionary Inventory Control for Multi-Echelon Systems. 329-356
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Yi Chen:
Fuzzy Skyhook Surface Control Using Micro-Genetic Algorithm for Vehicle Suspension Ride Comfort. 357-394

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