Cohort Intelligence: A Socio-inspired Optimization Method

• Κύριοι συγγραφείς: Kulkarni, Anand Jayant (Συγγραφέας), Krishnasamy, Ganesh (Συγγραφέας), Abraham, Ajith (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Σειρά: Intelligent Systems Reference Library, 114
• Θέματα: Engineering.; Artificial intelligence.; Computational intelligence.; Computational Intelligence.; Artificial Intelligence (incl. Robotics).

This Volume discusses the underlying principles and analysis of the different concepts associated with an emerging socio-inspired optimization tool referred to as Cohort Intelligence (CI). CI algorithms have been coded in Matlab and are freely available from the link provided inside the book. The bo...

Πίνακας περιεχομένων:

• Introduction To Optimization
• Socio-Inspired Optimization Using Cohort Intelligence
• Cohort Intelligence For Constrained Test Problems
• Modified Cohort Intelligence For Solving Machine Learning Problems
• Solution To 0-1 Knapsack Problem Using Cohort Intelligence Algorithm
• Cohort Intelligence For Solving Travelling Salesman Problems
• Solution To A New Variant Of The Assignment Problem Using Cohort Intelligence Algorithm
• Solution To Sea Cargo Mix (Scm) Problem Using Cohort Intelligence Algorithm
• Solution To The Selection Of Cross-Border Shippers (Scbs) Problem
• Conclusions And Future Directions.