Recent Advances in Computational Optimization

Optimization is part of our everyday life. We try to organize our work in a better way and optimization occurs in minimizing time and cost or the maximization of the profit, quality and efficiency. Also many real world problems arising in engineering, economics, medicine and other domains can be for...

Full description

Bibliographic Details
Corporate Author: SpringerLink (Online service)
Other Authors: Fidanova, Stefka. (Editor)
Format: Electronic
Language:English
Published: Heidelberg : Springer International Publishing : Imprint: Springer, 2013.
Series:Studies in Computational Intelligence, 470
Subjects:
Online Access:https://ezaccess.library.uitm.edu.my/login?url=http://dx.doi.org/10.1007/978-3-319-00410-5
Description
Summary:Optimization is part of our everyday life. We try to organize our work in a better way and optimization occurs in minimizing time and cost or the maximization of the profit, quality and efficiency. Also many real world problems arising in engineering, economics, medicine and other domains can be formulated as optimization tasks. This volume is a comprehensive collection of extended contributions from the Workshop on Computational Optimization. This book presents recent advances in computational optimization. The volume includes important real world problems like parameter settings for con- trolling processes in bioreactor, robot skin wiring, strip packing, project scheduling, tuning of PID controller and so on. Some of them can be solved by applying traditional numerical methods, but others need a huge amount of computational resources. For them it is shown that is appropriate to develop algorithms based on metaheuristic methods like evolutionary computation, ant colony optimization, constrain programming etc.
Physical Description:XII, 184 p. 41 illus. online resource.
ISBN:9783319004105
ISSN:1860-949X ;