Swarm Intelligence

Books

• Swarm Intelligence Algorithms. Modifications and Applications, Adam Słowik, CRC Press, 2021
• Fundamentals of computational swarm intelligence, Andries P. Engelbrecht, Wiley, 2015
• Advances in Swarm Intelligence for Optimizing Problems in Computer Science, Anand Nayyar, Dac-Nhuong Le, Nhu Gia Nguyen, Chapman and Hall/CRC, 2018
• Swarm Intelligence, James Kenndey and Rusell C. Eberhart, Mkf, 2001
• Evolutionary Optimization Algorithms: Biologically Inspired and Population-based Approaches to Computer Intelligence, Dan Simon, Wiley, 2013
• Particle Swarm Optimization - Classical and Quantum perspectives, Jun Sun, Choi-Hong Lai, Xiao-Jun Wu, CRC Press, 2019
• Swarm Intelligence - Recent Advances and Current Applications, Marco Antonio Aceves-Fernández, Andries Engelbrecht, IntechOpen, 2023
• Evolutionary and Swarm Intelligence Algorithms, Jagdish Chand Bansal, Pramod Kumar Singh, Nikhil R. Pal, Studies in Computational Intelligence vol. 779, Springer, 2019
• Ant Colony Optimization and Swarm Intelligence, 4th International Workshop, Marco Dorigo, Mauro Birattari, Christian Blum, Luca M. Gambardella, Francesco Mondada Thomas Stützle, ANTS 2004, Springer
• Swarm Intelligence, Focus on Ant and Particle Swarm Optimization, Felix T. S. Chan, Manoj Kumar Tiwari, I-Tech Education and Publishing, 2007
• Recent Advances in Swarm Intelligence and Evolutionary Computation, Xin-She Yang, Springer, 2015
• Handbook of Swarm Intelligence. Concepts, Principles and Applications, Bijaya Ketan Panigrahi, Yuhui Shi, Meng-Hiot Lim, Springer 2011
• Swarm Intelligence. Principles, Advances, and Applications, Aboul Ella Hassanien, Eid Emary, CRC Press, 2016
• Swarm Intelligence. From Natural to Artificial Systems, Eric Bonabeau, Marco Dorigo, Guy Theraulaz, Oxford University Press, 1999
• Swarm Intelligence, Ying Tan, The Institution of Engineering and Technology, 2018 (Vol. 1, Vol. 2, Vol. 3)

Articles

• What is Swarm Intelligence?
• An Insight into Swarm Intelligence, International Journal of Recent Trends in Engineering, Vol 2, No. 8, November 2009
• Ant Colony Optimization with a Java Example
• Swarm Intelligence to improve network & device security
• Intrusion Detection Using Swarm Intelligence
• ChatGPT: Jack of all trades, master of none
• Stanford Alpaca: A Strong Open-Source Instruction-Following Model

Videos

• Why Java and the JVM Will Dominate the Future of Machine Learning, AI, and Big Data
• Derek Ferguson — Machine learning in Java from nothing to production in one hour
• Deep Learning: The Future of Artificial Intelligence, with Matthew Renze
• 2019 - Patryk Pilarski - Apache Spark vs Machine Learning
• Massive Parallelism with GPUs in Java by Adam Roberts
• Neural Networks: From Zero to Hero

Courses

• Harvard CS50: Introduction to Computer Science
• Harvard Data Science: Machine Learning