Exploring Generative AI with Computational Intelligence
eBook - ePub

Exploring Generative AI with Computational Intelligence

Navigating the Uncertainty of Creative Machines

  1. English
  2. ePUB (mobile friendly)
  3. Available on iOS & Android
eBook - ePub

Exploring Generative AI with Computational Intelligence

Navigating the Uncertainty of Creative Machines

About this book

This book demystifies the concept of AI-driven creativity with an in-depth understanding of the underlying principles, algorithms, and applications of generative AI. It begins with a coverage of AI fundamentals, followed by a technical discussion including detailed explanations of model architectures, training processes, and optimisation techniques. It explores case studies showcasing how generative AI is reshaping industries such as entertainment, marketing, design, and healthcare. The book also tackles ethical considerations, addressing issues related to bias, transparency, and responsible AI development.

Features:

  • Provides deep understanding of generative AI, including in-depth coverage of various generative models such as GANs, VAEs, and RNNs.
  • Includes practical, real-world examples of how generative AI is applied in different industries.
  • Dedicates significant attention to ethical considerations.
  • Equips readers with the knowledge and tools to build, train, and deploy their own generative AI systems.
  • Offers thorough explanations of AI algorithms, neural network architectures, and training processes.

This book is aimed at graduate students and researchers in computer engineering, AI and ML.

Frequently asked questions

Yes, you can cancel anytime from the Subscription tab in your account settings on the Perlego website. Your subscription will stay active until the end of your current billing period. Learn how to cancel your subscription.
At the moment all of our mobile-responsive ePub books are available to download via the app. Most of our PDFs are also available to download and we're working on making the final remaining ones downloadable now. Learn more here.
Perlego offers two plans: Essential and Complete
  • Essential is ideal for learners and professionals who enjoy exploring a wide range of subjects. Access the Essential Library with 800,000+ trusted titles and best-sellers across business, personal growth, and the humanities. Includes unlimited reading time and Standard Read Aloud voice.
  • Complete: Perfect for advanced learners and researchers needing full, unrestricted access. Unlock 1.4M+ books across hundreds of subjects, including academic and specialized titles. The Complete Plan also includes advanced features like Premium Read Aloud and Research Assistant.
Both plans are available with monthly, semester, or annual billing cycles.
We are an online textbook subscription service, where you can get access to an entire online library for less than the price of a single book per month. With over 1 million books across 1000+ topics, we’ve got you covered! Learn more here.
Look out for the read-aloud symbol on your next book to see if you can listen to it. The read-aloud tool reads text aloud for you, highlighting the text as it is being read. You can pause it, speed it up and slow it down. Learn more here.
Yes! You can use the Perlego app on both iOS or Android devices to read anytime, anywhere — even offline. Perfect for commutes or when you’re on the go.
Please note we cannot support devices running on iOS 13 and Android 7 or earlier. Learn more about using the app.
Yes, you can access Exploring Generative AI with Computational Intelligence by Seifedine Kadry,Shubham Mahajan,Vishal Jain in PDF and/or ePUB format. We have over one million books available in our catalogue for you to explore.

Information

Publisher
CRC Press
Year
2025
eBook ISBN
9781040601129
Topic
Computer Science
Index
Computer Science

Table of contents

  1. Cover
  2. Half-Title Page
  3. Series Page
  4. Title Page
  5. Copyright Page
  6. Table of Contents
  7. Preface
  8. About the Editors
  9. List of Contributors
  10. 1 Exploring the Synergies and Challenges of Generative AI Through the Lens of Computational Intelligence
  11. 2 The Evolution of Generative AI: From Rule-Based Systems to Neural Networks
  12. 3 AI-Driven Decision-Making for Sustainable Water Quality Management: A Fuzzy Multi-Criteria Approach to Handling Uncertainty
  13. 4 From Logic to Learning: The Evolution of Generative AI from Rules to Neural Creativity
  14. 5 Generative AI Architectures, Applications, and Future Scopes in Industry
  15. 6 Societal Impact and Cultural Implications
  16. 7 Enhancing Athletic Performance Through Wearable Technology Using Gen AI with Computational Intelligence
  17. 8 Generative AI Techniques and Computational Intelligence Functioning on Text-to-Image/Visual Content Generation
  18. 9 Revolutionizing Multimodal Language Translation: Generative AI Empowered LLM and NLP Solutions for Seamless Voice, Text, and Communication Integration
  19. 10 Can Generative AI Cause Evolution in Animals: An Inspiration Study from the 2024 The Wild Robot Movie
  20. 11 Innovative Solutions to Complex Problems: Leveraging Computational Intelligence Techniques for Driving Advancements in AI
  21. 12 Research Frontiers and Open Challenges
  22. 13 Advancing Training Methodologies for Generative Artificial Intelligence (AI): Optimization Techniques, Challenges, and Future Directions
  23. 14 Exploring Generative Artificial Intelligence for Transformative Healthcare Applications
  24. Index