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LIIT
TYIT Sem 5 , Artificial Intelligence
Unit 1 Notes ,Prof Madhuri Sawant
Coaching Classes © 9967271104 /9619607163
www.liit.org.in
For
SYIT, TY IT
TY Computer Sc
MCA Entrance
@Dadar(W),Andheri(W), Thane(W)
1. Core Java Workshop with Practicals on Laptop & Printed Notes by
( Join to make your OOPs Concepts Strong !)
2. Project Training Workshop ( Developing Website(Client Site &
Admin Site with Shopping/Booking & Payment Module) in .net (C#)
& Java with HTML, CSS, Database
(Learn To Develop Your Own Website )
Prof Tanuja Parihar, 25 yrs Teachng Experience
( 100% Money Back Guarantee if not satisfied ! Join in Group of 5 , Fees Rs 500/- per head (for
Core Java) & Fees Rs.1000 for Project Training )
(.Batches in Starting from December 1st
Week !!)
To Register Contact or whatsapp on 996727104
Unit I : Introduction: What is Artificial Intelligence? Foundations of AI, history, the state of art AI today.
Intelligent Agents: agents and environment, good behavior, nature of environment, the structure of agents.
Unit II : Solving Problems by Searching: Problem solving agents, examples problems, searching for
solutions, uninformed search, informed search strategies, heuristic functions.
Beyond Classical Search: local search algorithms, searching with non-deterministic action, searching with
partial observations, online search agents and unknown environments.
Unit III : Adversarial Search: Games, optimal decisions in games, alpha-beta pruning, stochastic games,
partially observable games, state-of-the-are game programs.
Logical Agents: Knowledge base agents, The Wumpus world, logic, propositional logic, propositional
theorem proving, effective propositional model checking, agents based on propositional logic.
Unit IV : First Order Logic: Syntax and semantics, using First Order Logic, Knowledge engineering in
First Order Logic.
Inference in First Order Logic: propositional vs. First Order, unification and lifting, forward and backward
chaining, resolution.
Unit V : Planning: Definition of Classical Planning, Algorithms for planning as state space search, planning
graphs, other classical planning approaches, analysis of planning approaches, Time, Schedules and
resources, hierarchical planning, Planning and Acting in Nondeterministic Domains, multiagent planning,
Knowledge Representation: Categories and Objects, events, mental events and objects, reasoning systems
for categories, reasoning with default information, Internet shopping world
Books and References
1. Artificial Intelligence: A Modern Approach Stuart Russel and Peter Norvig Pearson 3rd 2015
2. A First Course in Artificial Intelligence Deepak Khemani TMH First 2017
3. Artificial Intelligence: A Rational Approach Rahul Deva Shroff publishers 1st 2018
4. Artificial Intelligence Elaine Rich, Kevin Knight and Shivashankar Nair TMH 3rd 2009
5. Artificial Intelligence & Soft Computing for Beginners Anandita Das Bhattacharjee SPD
1st 2013
Our Approach :
➢ Projects in C# (.Net) or JAVA ,Android, Artificial Intelligence based , Game Developement
➢ We train you to do the project on your OWN . ( Full Support in Completing Project)
➢ Collegewise Batches , Group Discount
➢ Printed Notes for Theory, Practical Manuals, Exhaustive Practicals , PPTs for All Subjects,
Imp.Qbanks
➢ Revision Session ,Exam Oriented Teaching ,Focus on Basic Concepts
➢ Career Guidance Seminar
➢ All the Subjects will be covered 1 Month before the University Examination.
➢ Test Series: 2 Internals Test and 2 prelims Test will be conducted.
➢ We will perform Mock Practical Exam at our branch.
TESTIMONIALS of TYIT and TYComputer Sc Students
Prashant , 86% ,Ruparel College
My experience at LIIT was valuable and unique. The teaching methods from LIIT teacher’s provided
me with conceptual and logical understanding of each subject. Also along with that the practical
sessions, project assistance and exam oriented study materials also helped me to secure good grades. I
thank all my LIIT teacher's for helping me throughout the year.
Prasad , 81% 1 st Wilson College
One of the bestest coaching classes in Mumbai for TYCS & TYIT. Thanks LIIT for an incredible
experience. I thank LIIT for finding the best in me and supporting me throughout the year. All the LIIT
teaching staff is highly educated and they are best in their fields. Finest & experienced teaching staff
and very supportive. LIIT helped me in my project , studies & building my personality. Thanks to LIIT
staff. The best ever coaching experience I had……
Snheha , 82% , MD st
I have enjoyed a lot in LIIT... all the faculty here are very supportive, interactive and they are really
best... From our start to end every teacher was there to help us at anytime. I love the way Tanuja mam
teaches java... She make me feel java so easier and very interesting.. Mustufa sir helped us a lot in
projects. Apart from theory practicals session were also conducted... LIIT IS THE BEST.. Thanks to
LIIT
Hemangi ,77%, 1 st Chetana College
I am lucky to be part of LIIT!!! LIIT has the best teaching staff with good experience. I thank faculties
of LIIT for their guidance and friendly nature. Faculties creates an environment of enthusiasm for
learning. The extra efforts(lectures) they take at the time of examination help us to score more.
Prachi , 70% ,Vidyalankar
As a student LIIT is like a catalyst for programming knowledge. One of the best thing i liked about Liit
is their practical oriented approach. Both, Java taught by Tanuja Mam and ASP.Net taught by Madhuri
mam were exceptional. Major thing to consider while joining LIIT are their notes. Even previous year
question papers were provided by Farhan Sir . Each and every professor have contributed their best
toward teaching.
Asmita ,97%,Somaiyya College, MCA Entrancec
Liit faculty team consists of remarkable lecturers. I’m grateful for knowledge which they have passed
down to me. Also, I appreciate the friendly nature of the complete faculty and the way they support us
and guide us.I appreciate all the efforts they put into every lesson, they teach us from basic level
including syllabus to alot more informative things to be known. I have learnt a lot of things from them.
Studying is really fun under their guidance. Thank you for everything mam.
Our TYIT and TYComputer Sc Toppers 2018-19 :
Dadar Branch : Room no 116,First Floor, Jejurkar Class, Above Sadguru Classes, Pearl Centre ,Near Janata
Market, Senapati Bapat Marg, Tulsi Pipe Rd.,Dadar (West) , 7 mins walk from Dadar rly stn. Contact :
9967271104 /9619607163 Please call before you visit
Andheri Branch: 518 ,5 flr.Royal Classes.,Pearl Plaza.Above Macd , oppo Andheri(W) Railway Stn , around 5
min walk from Rly station ,Contact : 9967271104 /9619607163 Please call before you visit
Bhandup Branch : L - 63 , & U - 56 ,nr Expert Educare , Dreams the mall, near gate no 3 ,Bhandup (W) ,
Mumbai (78) ,Contact : 9967271104 /961960716 ,Please call before you visit
Thane Branch : Contact : 9967271104 /961960716 ,Please call before you visit
LIIT Coaching Classes
FYIT ,SYIT , TYIT, TYCS,MCA Entrance Coaching
@Andheri (W) ,@Dadar(W), Bhandup(W)
9967271104 / 9619607163 www.liit.org.in
Free Demo Lectures on All Subjects of TYIT & FYIT & SYIT .

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Liit tyit sem 5 artificial intelligence unit 1 2018 notes most important questions with answers

  • 1. LIIT TYIT Sem 5 , Artificial Intelligence Unit 1 Notes ,Prof Madhuri Sawant Coaching Classes © 9967271104 /9619607163 www.liit.org.in For SYIT, TY IT TY Computer Sc MCA Entrance @Dadar(W),Andheri(W), Thane(W) 1. Core Java Workshop with Practicals on Laptop & Printed Notes by ( Join to make your OOPs Concepts Strong !) 2. Project Training Workshop ( Developing Website(Client Site & Admin Site with Shopping/Booking & Payment Module) in .net (C#) & Java with HTML, CSS, Database (Learn To Develop Your Own Website ) Prof Tanuja Parihar, 25 yrs Teachng Experience ( 100% Money Back Guarantee if not satisfied ! Join in Group of 5 , Fees Rs 500/- per head (for Core Java) & Fees Rs.1000 for Project Training ) (.Batches in Starting from December 1st Week !!) To Register Contact or whatsapp on 996727104
  • 2. Unit I : Introduction: What is Artificial Intelligence? Foundations of AI, history, the state of art AI today. Intelligent Agents: agents and environment, good behavior, nature of environment, the structure of agents. Unit II : Solving Problems by Searching: Problem solving agents, examples problems, searching for solutions, uninformed search, informed search strategies, heuristic functions. Beyond Classical Search: local search algorithms, searching with non-deterministic action, searching with partial observations, online search agents and unknown environments. Unit III : Adversarial Search: Games, optimal decisions in games, alpha-beta pruning, stochastic games, partially observable games, state-of-the-are game programs. Logical Agents: Knowledge base agents, The Wumpus world, logic, propositional logic, propositional theorem proving, effective propositional model checking, agents based on propositional logic. Unit IV : First Order Logic: Syntax and semantics, using First Order Logic, Knowledge engineering in First Order Logic. Inference in First Order Logic: propositional vs. First Order, unification and lifting, forward and backward chaining, resolution. Unit V : Planning: Definition of Classical Planning, Algorithms for planning as state space search, planning graphs, other classical planning approaches, analysis of planning approaches, Time, Schedules and resources, hierarchical planning, Planning and Acting in Nondeterministic Domains, multiagent planning, Knowledge Representation: Categories and Objects, events, mental events and objects, reasoning systems for categories, reasoning with default information, Internet shopping world Books and References 1. Artificial Intelligence: A Modern Approach Stuart Russel and Peter Norvig Pearson 3rd 2015 2. A First Course in Artificial Intelligence Deepak Khemani TMH First 2017 3. Artificial Intelligence: A Rational Approach Rahul Deva Shroff publishers 1st 2018 4. Artificial Intelligence Elaine Rich, Kevin Knight and Shivashankar Nair TMH 3rd 2009 5. Artificial Intelligence & Soft Computing for Beginners Anandita Das Bhattacharjee SPD 1st 2013
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  • 52. Our Approach : ➢ Projects in C# (.Net) or JAVA ,Android, Artificial Intelligence based , Game Developement ➢ We train you to do the project on your OWN . ( Full Support in Completing Project) ➢ Collegewise Batches , Group Discount ➢ Printed Notes for Theory, Practical Manuals, Exhaustive Practicals , PPTs for All Subjects, Imp.Qbanks ➢ Revision Session ,Exam Oriented Teaching ,Focus on Basic Concepts ➢ Career Guidance Seminar ➢ All the Subjects will be covered 1 Month before the University Examination. ➢ Test Series: 2 Internals Test and 2 prelims Test will be conducted. ➢ We will perform Mock Practical Exam at our branch. TESTIMONIALS of TYIT and TYComputer Sc Students Prashant , 86% ,Ruparel College My experience at LIIT was valuable and unique. The teaching methods from LIIT teacher’s provided me with conceptual and logical understanding of each subject. Also along with that the practical sessions, project assistance and exam oriented study materials also helped me to secure good grades. I thank all my LIIT teacher's for helping me throughout the year. Prasad , 81% 1 st Wilson College One of the bestest coaching classes in Mumbai for TYCS & TYIT. Thanks LIIT for an incredible experience. I thank LIIT for finding the best in me and supporting me throughout the year. All the LIIT teaching staff is highly educated and they are best in their fields. Finest & experienced teaching staff and very supportive. LIIT helped me in my project , studies & building my personality. Thanks to LIIT staff. The best ever coaching experience I had…… Snheha , 82% , MD st I have enjoyed a lot in LIIT... all the faculty here are very supportive, interactive and they are really best... From our start to end every teacher was there to help us at anytime. I love the way Tanuja mam teaches java... She make me feel java so easier and very interesting.. Mustufa sir helped us a lot in projects. Apart from theory practicals session were also conducted... LIIT IS THE BEST.. Thanks to LIIT Hemangi ,77%, 1 st Chetana College I am lucky to be part of LIIT!!! LIIT has the best teaching staff with good experience. I thank faculties of LIIT for their guidance and friendly nature. Faculties creates an environment of enthusiasm for learning. The extra efforts(lectures) they take at the time of examination help us to score more. Prachi , 70% ,Vidyalankar As a student LIIT is like a catalyst for programming knowledge. One of the best thing i liked about Liit is their practical oriented approach. Both, Java taught by Tanuja Mam and ASP.Net taught by Madhuri mam were exceptional. Major thing to consider while joining LIIT are their notes. Even previous year question papers were provided by Farhan Sir . Each and every professor have contributed their best toward teaching. Asmita ,97%,Somaiyya College, MCA Entrancec Liit faculty team consists of remarkable lecturers. I’m grateful for knowledge which they have passed down to me. Also, I appreciate the friendly nature of the complete faculty and the way they support us and guide us.I appreciate all the efforts they put into every lesson, they teach us from basic level including syllabus to alot more informative things to be known. I have learnt a lot of things from them. Studying is really fun under their guidance. Thank you for everything mam.
  • 53. Our TYIT and TYComputer Sc Toppers 2018-19 : Dadar Branch : Room no 116,First Floor, Jejurkar Class, Above Sadguru Classes, Pearl Centre ,Near Janata Market, Senapati Bapat Marg, Tulsi Pipe Rd.,Dadar (West) , 7 mins walk from Dadar rly stn. Contact : 9967271104 /9619607163 Please call before you visit Andheri Branch: 518 ,5 flr.Royal Classes.,Pearl Plaza.Above Macd , oppo Andheri(W) Railway Stn , around 5 min walk from Rly station ,Contact : 9967271104 /9619607163 Please call before you visit Bhandup Branch : L - 63 , & U - 56 ,nr Expert Educare , Dreams the mall, near gate no 3 ,Bhandup (W) , Mumbai (78) ,Contact : 9967271104 /961960716 ,Please call before you visit Thane Branch : Contact : 9967271104 /961960716 ,Please call before you visit LIIT Coaching Classes FYIT ,SYIT , TYIT, TYCS,MCA Entrance Coaching @Andheri (W) ,@Dadar(W), Bhandup(W) 9967271104 / 9619607163 www.liit.org.in Free Demo Lectures on All Subjects of TYIT & FYIT & SYIT .