Master computational intractability and understand cognitive complexity with this definitive guide. Discover how complex cognitive models perform in real-world scenarios, tackling challenges in cognitive science. This book provides clear introductions to classical and parameterized complexity analysis, equipping you with essential proof techniques for effective cognitive modeling. It’s a crucial resource for students and researchers in psychology, AI, neuroscience, philosophy, and linguistics seeking to navigate the intricacies of computational intractability in their studies and work within India’s vibrant academic landscape.