1st Edition
Collective Intelligence The Rise of Swarm Systems and their Impact on Society
Preface
1. Fundamentals of Swarm Intelligence
Ahmad Waseem Ghauri and Muhammad Isfandyar Khan
2. Swarm Intelligence: Applications and Implementations in Autonomous Systems
Sasidhar Bhimana and Saravanan Ravindran
3. Federated Learning in Shared Production Scenarios
Kirill Fridman, Juergen Grotepass, Tatjana Legler and Vinit Hegiste
4. Resilience-X: Towards Resilient Manufacturing Companies An In-depth Analysis of Requirements and Challenges
Andreas W. Müller, Florian Kerber and Christoph Legat
5. Multi-agent Reinforcement-Learning for Solving Flexible Job Shop Scheduling Problems
Felix Schmalzel, Martin Springer and Thorsten Schöler
6. On Joint Exploration and Self-guided Task Allocation for Mobile Robots in an Industrial Environment
Maximilian Schnitzler and Florian Kerber
7. Advances in the Applications of Swarm Intelligence in Portfolio Optimization, Stock Price Prediction and Risk Management A Comparison with Traditional Methods
Natasha Pankunni and Praseetha Pankunni
8. Towards Next Generation Data-Driven Management Leveraging Predictive Swarm Intelligence to Reason and Predict Market Dynamics
Dominik Brunner, Christoph Legat and Uwe Seebacher
9. Parkinson’s Disease Detection with Deep Long Short-term Memory Networks Optimized by Modified Metaheuristic Algorithm
Nebojsa Bacanin, Luka Jovanovic, Miodrag Zivkovic, Tamara Zivkovic, Petar Bisevac, Milos Dobrojevic,
Marko Sarac, Milos Antonijevic
10. Emerald Evolution Charting the Next Phase of Global Sustainability with Collective Intelligence
Uwe Seebacher
Biography
Uwe Seebacher is a leading methods and structural scientist and a Forbes bestselling author. He has a doctorate in economics and business administration and is a Professor at the University of Applied Sciences Munich and Vienna. He is a Visiting Faculty at the Indian Institute of Management, Shillong. Seebacher is an academic advisor and a member of several prestigious organizations, including INDAM and AOM. He has 30 years of experience as a business angel, advisor, investor, leader, and entrepreneur, and is also a popular keynote speaker. He has authored and co-edited over 60 books and hundreds of journal papers, and received many awards for his innovative concepts and works.
Christoph Legat is a well-known author, speaker and manager, and professor at the Augsburg University of Applied Sciences in the field of computer science and AI. He is Senior Project Manager at DKE and member of various technical and normative committees in the context of AI as well as Industrial IoT and also holds many other mandates in associations and organizations. Since the beginning of developments in the field of AI, Legat has been actively involved in the development and implementation of secure and trustworthy industrial AI.
