Cohort Intelligence: A Socio-inspired Optimization Method

• Main Authors: Kulkarni, Anand Jayant (Author), Krishnasamy, Ganesh (Author), Abraham, Ajith (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Series: Intelligent Systems Reference Library, 114
• Subjects: 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...

Table of Contents:

• 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.