Library Services | Technical University of Kenya

Your cart is empty.
Normal view MARC view ISBD view

Innovative Computing Methods and Their Applications to Engineering Problems [electronic resource] / edited by Nadia Nedjah, Leandro Santos Coelho, Viviana Cocco Mariani, Luiza Macedo Mourelle.

By: Nedjah, Nadia [editor.].
Contributor(s): Santos Coelho, Leandro [editor.] | Mariani, Viviana Cocco [editor.] | Macedo Mourelle, Luiza [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Studies in Computational Intelligence: 357Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg, 2011Description: VIII, 164 p. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783642209581.Subject(s): Engineering | Artificial intelligence | Engineering | Computational Intelligence | Artificial Intelligence (incl. Robotics)DDC classification: 006.3 Online resources: Click here to access online
Contents:
1- A discrete differential evolution approach with local search for traveling salesman problems -- 2- Genetic Algorithm based Reliability Optimization in Interval Environment -- 3- PSO for Building Fuzzy Systems -- 4- Maintenance optimization of wind turbine systems based on intelligent prediction tools -- 5- Clonal selection algorithm applied to economic dispatch optimization of electrical energy -- 6- Dynamic Objectives Aggregation Methods in Multi-objective Evolutionary Optimization -- 7- Application Mapping for Efficient NoC-based Implementation using Evolutionary Multi-objective Optimization -- 8- Theory and Applications of Chaotic Optimization Methods.
In: Springer eBooksSummary: The design of most modern engineering systems entails the consideration of a good trade-off between the several targets requirements to be satisfied along the system life such as high reliability, low redundancy and low operational costs. These aspects are often in conflict with one another, hence a compromise solution has to be sought. Innovative computing techniques, such as genetic algorithms, swarm intelligence, differential evolution, multi-objective evolutionary optimization, just to name few, are of great help in founding effective and reliable solution for many engineering problems. Each chapter of this book attempts to using an innovative computing technique to elegantly solve a different engineering problem.
Tags from this library: No tags from this library for this title. Log in to add tags.
No physical items for this record

1- A discrete differential evolution approach with local search for traveling salesman problems -- 2- Genetic Algorithm based Reliability Optimization in Interval Environment -- 3- PSO for Building Fuzzy Systems -- 4- Maintenance optimization of wind turbine systems based on intelligent prediction tools -- 5- Clonal selection algorithm applied to economic dispatch optimization of electrical energy -- 6- Dynamic Objectives Aggregation Methods in Multi-objective Evolutionary Optimization -- 7- Application Mapping for Efficient NoC-based Implementation using Evolutionary Multi-objective Optimization -- 8- Theory and Applications of Chaotic Optimization Methods.

The design of most modern engineering systems entails the consideration of a good trade-off between the several targets requirements to be satisfied along the system life such as high reliability, low redundancy and low operational costs. These aspects are often in conflict with one another, hence a compromise solution has to be sought. Innovative computing techniques, such as genetic algorithms, swarm intelligence, differential evolution, multi-objective evolutionary optimization, just to name few, are of great help in founding effective and reliable solution for many engineering problems. Each chapter of this book attempts to using an innovative computing technique to elegantly solve a different engineering problem.

There are no comments for this item.

Log in to your account to post a comment.

2017 | The Technical University of Kenya Library | +254(020) 2219929, 3341639, 3343672 | library@tukenya.ac.ke | Haile Selassie Avenue