Applications of Metaheuristics in Process Engineering

Metaheuristics exhibit desirable properties like simplicity, easy parallelizability, and ready applicability to different types of optimization problems such as real parameter optimization, combinatorial optimization, and mixed integer optimization. They are thus beginning to play a key role in diff...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Valadi, Jayaraman (Editor ), Siarry, Patrick (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2014.
Edición:1st ed. 2014.
Temas:
Artificial intelligence.
Computational intelligence.
Chemistry, Technical.
Artificial Intelligence.
Computational Intelligence.
Industrial Chemistry.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Metaheuristics in Process Engineering: A Historical Perspective
  • Applications of Genetic Algorithms in Chemical Engineering I: Methodology
  • Applications of Genetic Algorithms in Chemical Engineering II: Case Studies
  • Strategies for Evolutionary Data-Driven Modeling in Chemical and Metallurgical Systems
  • Swarm Intelligence in Pulp and Paper Process Optimization
  • Particle Swarm Optimization Technique for Optimal Design of Plate Type Distillation Column
  • Reliable Optimal Control of a Fed-Batch Fermentation Process Using Ant Colony Optimisation and Bootstrap Aggregated Neural Network Models
  • Biogeography-Based Optimization (BBO) for Dynamic Optimization of Chemical Reactors
  • Biogeography-Based Optimization (BBO) Algorithm for Optimization of Heat Exchangers
  • Optimization Heuristics Mimicking Chemical Processes
  • In Silico Maturation: Processing Sequences to Improve Biopolymer Function Based on Genetic Algorithms
  • Molecular Engineering of Electrically Conducting Polymers Using Artificial Intelligence Methods
  • Applications of Genetic Algorithms in QSAR/QSPR Modeling
  • Genetic Algorithms in Drug Design: A Not So Old Story in a Newer Bottle
  • Multi objective Genetic Algorithms for Chemical Engineering Applications
  • A Multi objective Modelling and Optimization Framework for Operations Management of a Fresh Fruit Supply Chain: A Case Study on a Mexican Lime Company
  • Jumping Gene Adaptations of NSGA-II with Altruism Approach: Performance Comparison and Application to Williams-Otto Process
  • Hybrid Approach for Multi objective Optimization and Its Application to Process Engineering Problems.

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