Real-life Applications with Membrane Computing

• Main Authors: Zhang, Gexiang (Author), Pérez-Jiménez, Mario J. (Author), Gheorghe, Marian (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Series: Emergence, Complexity and Computation, 25
• Subjects: Engineering.; Artificial intelligence.; Computational intelligence.; Complexity, Computational.; Computational Intelligence.; Artificial Intelligence (incl. Robotics).; Complexity.

This book thoroughly investigates the underlying theoretical basis of membrane computing models, and reveals their latest applications. In addition, to date there have been no illustrative case studies or complex real-life applications that capitalize on the full potential of the sophisticated membr...

Table of Contents:

• Membrane Computing - Key Concepts and Definitions
• Fundamentals of Evolutionary Computation
• Membrane Algorithms
• Engineering Optimization with Membrane Algorithms
• Electric Power System Fault Diagnosis with Membrane Systems
• Robot Control with Membrane Systems
• Data Modeling with Membrane Systems: Applications to Real Ecosystems.