Artificial Intelligence in Civil Engineering Book 2018 Best Study Materials

230.00

Candidates can get Best Artificial Intelligence in Civil Engineering Books 2018 Best List of Books for Candidates can get Best Artificial Intelligence Examination Admission Entrance Exam (Artificial Intelligence) Books 2018 Posted Exam in by imusti etc.

Buy Now

Description

Candidates can get Best Artificial Intelligence in Civil Engineering Books 2018 also a Top List of Main Study Materials for 2017-2018 entrance exam in India.

  • Artificial Intelligence in Civil Engineering
    by imusti

Syllabus:-

UNIT – I
Introduction : AI problems, foundation of AI and history of AI intelligent agents: Agents and Environments,the concept of rationality, the nature of environments, structure of agents, problem solving agents, problemformulation.

UNIT – II
Searching : Searching for solutions, uniformed search strategies – Breadth first search, depth first Search. Search with partial information (Heuristic search) Greedy best first search, A* search Game Playing: Adversial search, Games, minimax, algorithm, optimal decisions in multiplayer games, Alpha-Beta pruning, Evaluation functions, cutting of search.

UNIT – III
Knowledge Representation & Reasons logical Agents, Knowledge – Based Agents, the Wumpus world, logic, propositional logic, Resolution patterns in propos ional logic, Resolution, Forward & Backward. Chaining.

UNIT – IV
First order logic. Inference in first order logic, propositional Vs. first order inference, unification & lifts forward chaining, Backward chaining, Resolution.

UNIT – V
Characteristics of Neural Networks, Historical Development of Neural Networks Principles, Artificial Neural Networks: Terminology, Models of Neuron, Topology, Basic Learning Laws, Pattern Recognition Problem, Basic Functional Units, Pattern Recognition Tasks by the Functional Units.

UNIT – VI
Feedforward Neural Networks:
Introduction, Analysis of pattern Association Networks, Analysis of Pattern Classification Networks, Analysis of pattern storage Networks. Analysis of Pattern Mapping Networks.

UNIT – VII
Feedback Neural Networks
Introduction, Analysis of Linear Autoassociative FF Networks, Analysis of Pattern Storage Networks.

UNIT – VIII
Competitive Learning Neural Networks & Complex pattern Recognition
Introduction, Analysis of Pattern Clustering Networks, Analysis of Feature
Mapping Networks, Associative Memory.

Reviews

There are no reviews yet.

Be the first to review “Artificial Intelligence in Civil Engineering Book 2018 Best Study Materials”

Your email address will not be published. Required fields are marked *