Based on the review of the book "Artificial Intelligence and Intelligent Systems" by NP Padhy, we recommend:
: Visual and logical graphs used to connect related concepts.
Mimicking the collective behavior of social insect colonies to handle resource allocation and path minimization dynamically. What Is Artificial Intelligence (AI)? - IBM Based on the review of the book "Artificial
Artificial Intelligence and Intelligent Systems - India - OUP
The internal logic driving Forward Chaining (data-driven reasoning) and Backward Chaining (goal-driven reasoning). - IBM Artificial Intelligence and Intelligent Systems -
– A dedicated chapter on programming languages like LISP and Prolog used in AI.
Advanced strategies such as A* search, greedy best-first search, and hill climbing that use heuristics to find solutions efficiently. This is often considered the highlight of Padhy's book
This is often considered the highlight of Padhy's book. The author provides a thorough, mathematical, and intuitive breakdown of ANNs, acting as the bedrock for modern deep learning. Topics include: Biological vs. Artificial Neurons Multi-Layer Perceptrons (MLPs) The Backpropagation algorithm Learning and training mechanisms 4. Fuzzy Logic Systems