Intelligent Systems: A Modern Approach

By Crina Grosan, Ajith Abraham, Grosan

Book Overview

Chapter 1: Modern Computational Intelligence: A Gentle Introduction.-

.-Chapter 2: Problem solving by search

.-Chapter 3: Informed (Heuristic) search

.-Chapter 4: Iterative Search

.-Chapter 5: Adversarial search

.-Chapter 6: Knowledge representation and reasoning

.-Chapter 7: Rule-based expert systems

.-Chapter 8: Managing uncertainty in rule based expert systems

.-Chapter 9: Fuzzy Expert Systems

.-Chapter 10: Machine Learning

.-Chapter 11: Decision Trees

.-Chapter 12: Artificial Neural Networks

.-Chapter 13: Advanced Artificial Neural Networks

.-Chapter 14: Evolutionary Algorithms

.-Chapter 15: Evolutionary Metaheuristics

.-Chapter 16: Swarm Intelligence

.-Chapter 17: Hybrid Intelligent Systems.

• Format: Paperback
• Language: English
• ISBN: 3642269397
• ISBN13: 9783642269394
• Release Date: November 2013
• Publisher: Springer
• Length: 450 Pages
• Weight: 1.43 lbs.
• Dimensions: 0.9" x 6.1" x 9.2"