{"product_id":"kuznetsov-oleksandr-intelligent-systems-from-theory-to-applications-9783032000439","title":"Intelligent Systems: From Theory to Applications","description":"\"Dedication.- Acknowledgments.- Foreword.- Preface.- About This Book.- Acronyms.- 1\".- \" Introduction to Intelligent Systems\".- \"2. The Evolution of Artificial Intelligence\".- \"3. The Turing Test and Fundamental AI Concepts\".- \"4. Modern Applications of Intelligent Systems\".- \"5. Problem Formulation and Search Spaces\".- \"6. Uninformed Search Algorithms\".- \"7. Informed Search Algorithms\".- \"8. The A* Algorithm\".- \"9. Genetic Algorithms\".- \"10. Hill Climbing\".- \"11. Simulated Annealing\".- \"12. Gradient-Based Optimization\".- \"13. Tabu Search.- \"14. Swarm Intelligence\".- \"Part III. Advanced Machine Learning\".- \"15. Introduction to Machine Learning\".- \"16. Supervised Learning\".- \"17. Unsupervised Learning\".- \"18. Reinforcement Learning.- Appendix A: Uninformed Search Algorithm Exercises.- Appendix B: Informed Search Algorithm Exercises.- Appendix C: A* Algorithm Implementation Exercises.- Appendix D: Genetic Algorithms Exercises.- Appendix E: Hill Climbing Exercises.- Appendix F: Simulated Annealing Exercises.- Appendix G: Gradient Descent Optimization Exercises.- Appendix H: Tabu Search Exercises.- Appendix I: Swarm Intelligence Exercises.- Appendix J: Machine Learning Fundamentals Exercises.- Appendix K: Supervised Learning Exercises.- Appendix L: Unsupervised Learning Exercises.- Appendix M: Reinforcement Learning Exercises\".","brand":"Springer","offers":[{"title":"Default Title","offer_id":53769254928726,"sku":null,"price":0.0,"currency_code":"EUR","in_stock":false}],"url":"https:\/\/www.momoxbooks.com\/products\/kuznetsov-oleksandr-intelligent-systems-from-theory-to-applications-9783032000439","provider":"momoxbooks","version":"1.0","type":"link"}