PARTICLE SWARM OPTIMIZATION FOR SOLVING NLP AND MINLP IN CHEMICAL ENGINEERING

The following sections are included: Introduction The Initial Version of the PSO Algorithm Simple Modifications to the Original PSO Maximum velocity Inertia weight Constriction factor Stopping criteria Neighborhood Selection Strategies Global best / Local best PSO Extensions of Basic PSO Multi-Start...

Full description

Saved in:
Bibliographic Details
Published inStochastic Global Optimization pp. 271 - 300
Main Authors Jarboui, Bassem, Derbel, Houda, Eddaly, Mansour, Siarry, Patrick
Format Book Chapter
LanguageEnglish
Published WORLD SCIENTIFIC 01.06.2010
Online AccessGet full text
ISBN9789814299213
9789814465434
9814299200
9814299219
9814465437
9789814299206
DOI10.1142/9789814299213_0008

Cover

More Information
Summary:The following sections are included: Introduction The Initial Version of the PSO Algorithm Simple Modifications to the Original PSO Maximum velocity Inertia weight Constriction factor Stopping criteria Neighborhood Selection Strategies Global best / Local best PSO Extensions of Basic PSO Multi-Start PSO Algorithms Gravity Center Technique Application of PSO to Mixed-Integer Nonlinear Programming (MINLP) Applications to constrained problems Applications in chemical engineering Application of PSO to the NLP and MINLP Problems Initialization Handling discrete variables and bound checking Handling constraints Numerical Results Conclusion and Future Directions References
ISBN:9789814299213
9789814465434
9814299200
9814299219
9814465437
9789814299206
DOI:10.1142/9789814299213_0008