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		<title>DCA2105 COMPUTER ORGANISATION AND ARCHITECTURE JAN FEB 2026</title>
		<link>https://muj.assignmentsupport.in/product/dca2105-computer-organisation-and-architecture-july-september-2025/</link>
		
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		<pubDate>Thu, 06 Nov 2025 12:16:51 +0000</pubDate>
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					<description><![CDATA[<strong><span lang="EN-IN">Match your questions with the sample provided in description</span></strong>

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										<content:encoded><![CDATA[<body><p><strong> </strong></p>
<table width="100%">
<tbody>
<tr>
<td width="33%"><strong>SESSION</strong></td>
<td width="66%"><strong>january/february 2026</strong></td>
</tr>
<tr>
<td width="33%"><strong>PROGRAM</strong></td>
<td width="66%"><strong>BACHELOR OF CoMPUTER APPLICATIONS (BCA)</strong></td>
</tr>
<tr>
<td width="33%"><strong>SEMESTER</strong></td>
<td width="66%"><strong>III</strong></td>
</tr>
<tr>
<td width="33%"><strong>course CODE &amp; NAME</strong></td>
<td width="66%"><strong>DCA2105 Computer Organisation and Architecture</strong></td>
</tr>
<tr>
<td width="33%"></td>
<td width="66%"></td>
</tr>
<tr>
<td width="33%"></td>
<td width="66%"></td>
</tr>
</tbody>
</table>
<p><strong> </strong></p>
<p><strong> </strong></p>
<p><strong>Set – I</strong></p>
<p> </p>
<p><strong>Q1. Define the three primary aspects of computer architecture (System Design, ISA, and Microarchitecture). Furthermore, explain the specific roles of high-speed registers such as the Program Counter (PC), Instruction Register (IR), and Memory Address Register (MAR) in the internal coordination of the CPU</strong></p>
<p><strong>Ans 1.</strong></p>
<p><strong>Part A: Three Primary Aspects of Computer Architecture</strong></p>
<p>Computer architecture is the system of rules and procedures which define the functions organization, structure, and application of computers. It is extensively studied in three main areas.</p>
<p>System Design is the study of the physical elements of a computer system, and the way they connect. This includes the creation of processors and memory units, the input and output bus</p>
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<p><strong>JAN-FEB 2026</strong></p>
<p> </p>
<p><strong>Q2. Define micro-operations and demonstrate how RTL is used to represent data transfers and arithmetic operations. Discuss how logic micro-operations like selective-set, selective-clear, and masking are used for bit-level manipulation within registers</strong></p>
<p><strong>Ans 2.</strong></p>
<p><strong>Part A: Micro-Operations and RTL Representation </strong></p>
<p>Micro-operations are the basic operations that are performed by the hardware of a computer in a single clock pulse. They work on the data that is stored in registers. The most common types are register transfer and logic, as well as arithmetic as well as shift micro-operations. Every micro-operation is an easy operation that is low-level and forms the foundation of all complicated</p>
<p><strong> </strong></p>
<p><strong> </strong></p>
<p><strong>Q3. Describe the components of a standard instruction code, including the opcode, address field, and mode field. Explain the stages of the Fetch-Decode-Execute cycle and discuss how this process can be modeled as a Finite-State Machine (FSM)</strong></p>
<p><strong>Ans 3.</strong></p>
<p><strong>Part A: Components of a Standard Instruction Code</strong></p>
<p>Machine language instructions are an binary code that informs the CPU which operation it should execute and the location to locate the information. The standard instruction code consists of three main elements: the opcode the address field and the field for mode.</p>
<p>Its Opcode (Operation code) is the portion of the instruction which specifies the procedure to be</p>
<p><strong> </strong></p>
<p><strong>Set – II</strong></p>
<p><strong> </strong></p>
<p><strong> </strong></p>
<p><strong>Q4. Discuss the differences between hardwired and microprogrammed control units in terms of flexibility, speed, and hardware complexity. Explain the concept of a “Control Word” and differentiate between horizontal and vertical microinstruction formats in control memory</strong></p>
<p><strong>Ans 4.</strong></p>
<p><strong>Part A: Hardwired vs. Microprogrammed Control Units</strong></p>
<p>The control unit in the CPU produces timing and control signals to guide every operation in the processor. There are two primary methods to implement a control unit: microprogrammed or hardwired.</p>
<p>The Hardwired Control Unit generates control signals by using fixed logic circuits made up of</p>
<p><strong> </strong></p>
<p><strong>Q5. Explain the principles of pipelining and analyze potential hazards (Structural, Data, and Control) that can impede instruction throughput. Compare the Superscalar and VLIW (Very Long Instruction Word) models regarding their approach to instruction-level parallelism and scheduling</strong></p>
<p><strong>Ans 5.</strong></p>
<p><strong>Part A: Pipelining and Hazards</strong></p>
<p>Pipelining is a method that lets multiple instructions be handled simultaneously, by splitting the execution into steps. Each stage is responsible for a specific part of an instructions’ execution. As one instruction is performed, another is decoded and the next one is fetched. The overlap can increase instruction speed substantially, but does not necessarily increase the rate of the clock.</p>
<p>The classic five-stage pipeline comprises Instruction Fetch, Instruction Decode, Execute,</p>
<p> </p>
<p> </p>
<p><strong>Q6. Discuss the principle of the Memory Hierarchy and evaluate the significance of different cache mapping techniques (Direct, Associative, and Set-Associative). Contrast the functioning of Direct Memory Access (DMA) with that of an Input-Output Processor (IOP) in managing complex, high-speed data transfers.</strong></p>
<p><strong>Ans 6.</strong></p>
<p><strong>Part A: Memory Hierarchy and Cache Mapping Techniques</strong></p>
<p>The Memory Hierarchy is an organized arrangement of various types of memory within the computer system. It is arranged according to speed, cost and capacity. On top of the hierarchy are registers that are the quickest and most compact. They are below them cache memories (L1 L1, L2, and L3) and then primary memory (RAM) followed by additional storage like hard drives as well as SSDs. It is the principle that often utilized data should be stored in memory that</p>
</body>]]></content:encoded>
					
		
		
		<post-id xmlns="com-wordpress:feed-additions:1">4331</post-id>	</item>
		<item>
		<title>DCA2108 OPERATING SYSTEMS JAN FEB 2026</title>
		<link>https://muj.assignmentsupport.in/product/dca2103-computer-organization/</link>
		
		<dc:creator><![CDATA[dEEpak]]></dc:creator>
		<pubDate>Tue, 22 Apr 2025 08:13:01 +0000</pubDate>
				<guid isPermaLink="false">https://muj.assignmentsupport.in/?post_type=product&#038;p=1791</guid>

					<description><![CDATA[<strong><span lang="EN-IN">Match your questions with the sample provided in description</span></strong>

<strong><span lang="EN-IN">Note:</span></strong><span lang="EN-IN"> Students should make necessary changes before uploading to avoid similarity issues in Turnitin.</span>

<strong><span lang="EN-IN">If you need unique assignments</span></strong>

<span lang="EN-IN">Turnitin similarity between 0 to 20 percent
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										<content:encoded><![CDATA[<body><table width="100%">
<tbody>
<tr>
<td width="36%"><strong>SESSION</strong></td>
<td width="63%"><strong>MARCH 2026</strong></td>
</tr>
<tr>
<td width="36%"><strong>PROGRAM</strong></td>
<td width="63%"><strong>BACHELOR OF COMPUTER APPLICATIONS (BCA)</strong></td>
</tr>
<tr>
<td width="36%"><strong>SEMESTER</strong></td>
<td width="63%"><strong>III</strong></td>
</tr>
<tr>
<td width="36%"><strong>COURSE CODE &amp; NAME</strong></td>
<td width="63%"><strong>DCA2108 OPERATING SYSTEMS</strong></td>
</tr>
<tr>
<td width="36%"></td>
<td width="63%"></td>
</tr>
<tr>
<td width="36%"></td>
<td width="63%"></td>
</tr>
</tbody>
</table>
<p><strong> </strong></p>
<p><strong> </strong></p>
<p><strong>Set – I</strong></p>
<p> </p>
<p><strong>Q1. Discuss the evolution of operating systems through four generations. How did each contribute to modern OS development?</strong></p>
<p><strong>Ans 1.</strong></p>
<p><strong>First Generation: Vacuum Tubes and Plug Boards (1940s to early 1950s)</strong></p>
<p>The very first computers had no operating system even. Programmers interacted directly with the hardware through physically connecting circuits, or by inserting plug boards. The programs were written in machine languages, and a single program could run at one time. The concept was not yet developed of software management and memory protection programming. The impact of the</p>
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<p><strong>JAN-FEB 2026</strong></p>
<p> </p>
<p><strong>Q2.Explain the concept of Inter-Process Communication (IPC) in operating systems and discuss its significance in enabling processes to communicate and coordinate effectively.</strong></p>
<p><strong>Ans 2. </strong></p>
<p><strong>Inter-Process Communication </strong></p>
<p>In operating systems the majority of processes run concurrently. The processes might need to share information, send signals each other, or manage their actions to finish the task they share. Inter-Process Communication (IPC) refers to the network of devices offered by operating systems which allow the process to connect and sync with each other. IPC is a fundamental</p>
<p><strong> </strong></p>
<p><strong>Q3. Describe in detail the differences between FCFS (First Come First Serve), SJF (Shortest Job First), and Round Robin scheduling algorithms, highlighting their working principles, advantages, disadvantages, and suitable use cases.</strong></p>
<p><strong>Ans 3.</strong></p>
<p><strong>First Come First Serve (FCFS) </strong></p>
<p>FCFS is the most simple CPU scheduling algorithm. It executes processes in the order they arrive in the ready queue. The first process to arrive starts the CPU and runs to completion before beginning the process that follows. FCFS is non-preemptive.</p>
<p>Advantage: It’s simple to set up and learn. There’s no hunger as each and every one of the</p>
<p><strong> </strong></p>
<p><strong>Set – II</strong></p>
<p><strong> </strong></p>
<p><strong> </strong></p>
<p><strong>Q4. Analyze how Two-Phase Locking (2PL) and Wait-For Graph cycle detection work together in database transaction systems to prevent, detect, and manage deadlocks, explaining their mechanisms and interactions in detail.</strong></p>
<p><strong>Ans 4.</strong></p>
<p><strong>Two-Phase Locking (2PL) </strong></p>
<p>Two-Phase Locking is a concurrency control process used in database systems for ensuring that transactions operate with a serializable method and the end result will be the same as executing every transaction at once. It splits the process of transactions into two distinct sections.</p>
<p>In the growing Phase the transaction can obtain new locks for objects of data, but it is not able to</p>
<p><strong> </strong></p>
<p> </p>
<p><strong>Q5. Discuss in detail the role of the valid–invalid bit in memory protection and explain how it helps in enforcing access control and detecting illegal memory access in an operating system.</strong></p>
<p><strong>Ans 5.</strong></p>
<p><strong>Memory Protection </strong></p>
<p>In a multi-programming environment, multiple processes share the memory in the physical computer. Without proper protection mechanisms it is possible for one program to accidently or maliciously read or write the memory of another process, causing damage to data, security breach or even system malfunctions. The operating system utilizes various strategies to ensure</p>
<p> </p>
<p> </p>
<p><strong>Q6. Define the concept of a Cloud Operating System, and explain in detail how virtualization, containerization, and orchestration work together to enable resource pooling and elasticity in cloud computing environments.</strong></p>
<p><strong>Ans 6.</strong></p>
<p><strong>Cloud Operating System </strong></p>
<p>The Cloud Operating System (Cloud OS) is a platform for software that manages and coordinates computing resources across a large number of physical and virtual computers in an environment of cloud computing. In contrast to a conventional OS that manages a single device and a single computer, cloud OS is a system that manages multiple machines. Cloud OS</p>
</body>]]></content:encoded>
					
		
		
		<post-id xmlns="com-wordpress:feed-additions:1">1791</post-id>	</item>
		<item>
		<title>DCA 2107 DATA COMMUNICATION &#038; PROTOCOLS JAN FEB 2026</title>
		<link>https://muj.assignmentsupport.in/product/dca2104-basics-of-data-communication/</link>
		
		<dc:creator><![CDATA[dEEpak]]></dc:creator>
		<pubDate>Tue, 22 Apr 2025 08:13:01 +0000</pubDate>
				<guid isPermaLink="false">https://muj.assignmentsupport.in/?post_type=product&#038;p=1792</guid>

					<description><![CDATA[<strong><span lang="EN-IN">Match your questions with the sample provided in description</span></strong>

<strong><span lang="EN-IN">Note:</span></strong><span lang="EN-IN"> Students should make necessary changes before uploading to avoid similarity issues in Turnitin.</span>

<strong><span lang="EN-IN">If you need unique assignments</span></strong>

<span lang="EN-IN">Turnitin similarity between 0 to 20 percent
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										<content:encoded><![CDATA[<body><table width="99%">
<tbody>
<tr>
<td width="35%"><strong>SESSION</strong></td>
<td width="64%"><strong>MARCH – 2026</strong></td>
</tr>
<tr>
<td width="35%"><strong>PROGRAM</strong></td>
<td width="64%"><strong>BACHELOR OF COMPUTER APPLICATIONS (BCA)</strong></td>
</tr>
<tr>
<td width="35%"><strong>SEMESTER</strong></td>
<td width="64%"><strong>3</strong></td>
</tr>
<tr>
<td width="35%"><strong>COURSE CODE &amp; NAME</strong></td>
<td width="64%"><strong>DCA 2107   DATA COMMUNICATION &amp; PROTOCOLS</strong></td>
</tr>
<tr>
<td width="35%"></td>
<td width="64%"></td>
</tr>
<tr>
<td width="35%"></td>
<td width="64%"></td>
</tr>
</tbody>
</table>
<p> </p>
<p><strong> </strong></p>
<p><strong> </strong></p>
<p><strong>Set – I</strong></p>
<p> </p>
<p><strong>Q1. Discuss the five essential components of a data communication system and differentiate between Analog and Digital signals. Explain how transmission impairments like attenuation, noise, and distortion affect signal quality and limit reliable data rates as defined by Shannon’s Capacity Formula</strong></p>
<p><strong>Ans 1.</strong></p>
<p><strong>Part A: Five Essential Components of a Data Communication System</strong></p>
<p>A data communication system transfers data between two or more devices. It is composed of five vital elements.  The Message refers to the information to be sent, which may be text, numbers, images or even audio. The device that sends the message, for instance an iPhone or a laptop. The Receiver is the gadget that accepts the message at the other side. The Transmission Medium</p>
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<p><strong>JAN-FEB 2026</strong></p>
<p><strong> </strong></p>
<p><strong>Q2. Compare guided media (Twisted pair, Coaxial, and Fibre optic) with unguided media (Radio, Microwave, and Infrared) in terms of bandwidth and security. Explain the requirements for Line-of-Sight (LOS) transmission and the importance of Fresnel zone clearance in preventing signal degradation</strong></p>
<p><strong>Ans 2.</strong></p>
<p><strong>Part A: Guided vs. Unguided Media</strong></p>
<p>Guided media are physical cables which guide signals along the same path. Twisted pair cable is made up of pairs of copper wires twisted together to reduce electromagnetic interference. It’s affordable and widely used in telephone and LAN connections but has limited bandwidth and is vulnerable to eavesdropping. Coaxial cables have a central copper conductor that is surrounded by the shield of insulation, and also a metallic one providing higher bandwidth as well as greater</p>
<p><strong> </strong></p>
<p><strong> </strong></p>
<p><strong>Q3. Discuss the role of line coding schemes, such as Manchester and Differential Manchester encoding, in maintaining clock synchronisation. Explain how scrambling techniques prevent long sequences of identical bits and maintain a DC-balanced signal without increasing bit rate overhead.</strong></p>
<p><strong>Ans 3.</strong></p>
<p><strong>Part A: Manchester and Differential Manchester Encoding </strong></p>
<p>Line coding is the process of converting digital data bits into a sequence of electrical signals for transmission. One of the biggest challenges with digital communication is clock synchronisation. The receiver needs to know precisely when each bit starts and ends. If long strings of identical bits are sent with no synchronization within the signals, which makes it impossible for the</p>
<p> </p>
<p><strong> </strong></p>
<p><strong>Set – II</strong></p>
<p><strong> </strong></p>
<p><strong>Q4. Detail the process of Pulse Code Modulation (PCM), including sampling, quantisation, and encoding. Contrast this with Delta Modulation (DM) regarding bandwidth efficiency. Explain how digital data is modulated into analog waveforms using Amplitude, Frequency, and Phase Shift Keying (ASK, FSK, PSK)</strong></p>
<p><strong>Ans 4.</strong></p>
<p><strong>Part A: Pulse Code Modulation and Delta Modulation</strong></p>
<p>Pulse Code Modulation (PCM) is the most common method of digitising audio analog signals. It involves three steps.</p>
<p>This is the very first step. As per the Nyquist theorem, an analog signal must be sampled at a rate equal to or greater than twice its highest frequency to be accurately recreated. For example, voice</p>
<p> </p>
<p><strong> </strong></p>
<p><strong>Q5. Compare error detection methods such as parity checks, checksums, and Cyclic Redundancy Check (CRC), highlighting the role of redundancy. Discuss the purpose of flow control and describe how the High-Level Data Link Control (HDLC) protocol uses framing and Frame Check Sequences (FCS) to ensure reliable delivery</strong></p>
<p><strong>Ans 5.</strong></p>
<p><strong>Part A: Error Detection Methods</strong></p>
<p>Error detection is based on including redundant bits in the transmitting data in order that the receiver can identify any errors that may have occurred in the transmission.</p>
<p>Parity Check adds one extra bit to a data unit. In a case of even parity it is the case that the total of bits 1 including the parity bit will be equal. When odd parity occurs, the number of bits is</p>
<p> </p>
<p><strong>Q6. Compare Frequency Division Multiplexing (FDM), Time Division Multiplexing (TDM), and Code Division Multiple Access (CDMA). Explain the layered architecture of the TCP/IP model and discuss how it supports end-to-end communication while maintaining security through firewalls and encryption.</strong></p>
<p><strong>Ans 6.</strong></p>
<p><strong>Part A: FDM, TDM, and CDMA </strong></p>
<p>Multiplexing allows several signals to utilize a single transmission medium concurrently.</p>
<p>Frequency Division Multiplexing (FDM) divides all the bandwidth on the medium into different frequencies that are not overlapping. Each user is assigned one specific frequency band that is used for continuous transmission. FDM is utilized in broadcasting radio as well as cable television. Its advantage is its simplicity but the bandwidth gets wasted when the user does not</p>
</body>]]></content:encoded>
					
		
		
		<post-id xmlns="com-wordpress:feed-additions:1">1792</post-id>	</item>
		<item>
		<title>DCA2106 JAVA PROGRAMMNING JAN FEB 2026</title>
		<link>https://muj.assignmentsupport.in/product/dca2101-computer-oriented-numerical-methods/</link>
		
		<dc:creator><![CDATA[dEEpak]]></dc:creator>
		<pubDate>Tue, 22 Apr 2025 08:13:00 +0000</pubDate>
				<guid isPermaLink="false">https://muj.assignmentsupport.in/?post_type=product&#038;p=1789</guid>

					<description><![CDATA[<strong><span lang="EN-IN">Match your questions with the sample provided in description</span></strong>

<strong><span lang="EN-IN">Note:</span></strong><span lang="EN-IN"> Students should make necessary changes before uploading to avoid similarity issues in Turnitin.</span>

<strong><span lang="EN-IN">If you need unique assignments</span></strong>

<span lang="EN-IN">Turnitin similarity between 0 to 20 percent
Price is 700 per assignment
Buy via WhatsApp at 8791514139</span>]]></description>
										<content:encoded><![CDATA[<body><table width="100%">
<tbody>
<tr>
<td width="36%"><strong>SESSION</strong></td>
<td width="63%"><strong>JANUARY/FEBRUARY 2026</strong></td>
</tr>
<tr>
<td width="36%"><strong>PROGRAM</strong></td>
<td width="63%"><strong>BACHELOR OF COMPUTER APPLICATIONS (BCA)</strong></td>
</tr>
<tr>
<td width="36%"><strong>SEMESTER</strong></td>
<td width="63%"><strong>3</strong></td>
</tr>
<tr>
<td width="36%"><strong>COURSE CODE &amp; NAME</strong></td>
<td width="63%"><strong>DCA2106 JAVA PROGRAMMNING</strong></td>
</tr>
<tr>
<td width="36%"><strong> </strong></td>
<td width="63%"><strong> </strong></td>
</tr>
<tr>
<td width="36%"><strong> </strong></td>
<td width="63%"><strong> </strong></td>
</tr>
</tbody>
</table>
<p><strong> </strong></p>
<p><strong> </strong></p>
<p><strong>Set – I</strong></p>
<p><strong> </strong></p>
<p><strong>Q1. List any four major features of Java and briefly explain each</strong></p>
<p><strong>Ans 1.</strong></p>
<p>Java is one of the most widely used programming languages worldwide. It was developed with the help of Sun Microsystems and released in 1995. The popularity of the product is due to a combination of characteristics that make it powerful, portable, and suitable for the creation of a wide range of applications. Four of its most important aspects are highlighted in the following</p>
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<p><strong>JAN-FEB 2026</strong></p>
<p> </p>
<p><strong>Q2. What is the concept of encapsulation in Java with an example</strong></p>
<p><strong>Ans 2.</strong></p>
<p><strong>Encapsulation</strong></p>
<p>Encapsulation is among the principles that underlie object-oriented programming. It’s the method of grouping the data (variables) and methods that operate on that data in a single entity called classes. In addition, it involves restricting direct access to certain objects and exposing only the information that is required using a defined interface. This safeguards the internal state of an</p>
<p><strong> </strong></p>
<p><strong>Q3. Discuss the different types of inheritance in Java with suitable example.</strong></p>
<p><strong>Ans 3. </strong></p>
<p><strong>Inheritance</strong></p>
<p>The concept of inheritance is fundamental in Object-Oriented Programming that permits one class to gain the methods and properties of a different class. In Java classes, the one that inherits is known as the parent class or superclass while the class it inherits from it is called the child class or subclass. The concept of inheritance promotes reuse and establishes a natural hierarchical relation between classes. Java offers a range of inheritance, though some are limited</p>
<p><strong> </strong></p>
<p><strong>Set – II</strong></p>
<p><strong> </strong></p>
<p> </p>
<p><strong>Q4. What is a package in Java, and how does it help in organising code.</strong></p>
<p><strong>Ans 4.</strong></p>
<p><strong>Introduction to Packages</strong></p>
<p>A package in Java refers to a namespace in Java that group associated classes, interfaces and sub-packages. It’s basically a folder or directory inside the file system which contains the compiled Java class files. Programmers can use packages to organize their large codebases in a rational and manageable fashion. They’re a crucial aspect of Java’s modular programming. Java</p>
<p><strong> </strong></p>
<p><strong> </strong></p>
<p><strong>Q5. What is event handling in Java and why is it important in GUI applications.</strong></p>
<p><strong>Ans 5.</strong></p>
<p><strong>Event Handling</strong></p>
<p>Events handling within Java is the way in which a program detects and responds to actions of users as well as system-generated events. A “event” is any event that the program must react to, like using a mouse, pressing a key at a keyboard, moving the mouse, selecting one of the items from a menu or shutting down a window. In graphical user interface (GUI) applications processing events is the main mechanism used to make applications interactive. Without it in</p>
<p><strong> </strong></p>
<p><strong>Q6. What is a software framework and how does it differ from a library in Java</strong></p>
<p><strong>Ans 6.</strong></p>
<p>In Java development, libraries and frameworks are instruments that help programmers build applications better by supplying pre-written code. However, they differ fundamentally in how they are used and the direction in which it is controlled in the app. It is essential to know the difference to make the best choice when creating an Java project.</p>
<p><strong>What is a Software Framework? </strong></p>
<p>A framework software is a already-built, semi-complete app structure which provides the</p>
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		<title>DCA2109 ARTIFICIAL INTELLIGENCE FOR PROBLEM SOLVING JAN FEB 2026</title>
		<link>https://muj.assignmentsupport.in/product/dca2102-database-management-system/</link>
		
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		<pubDate>Tue, 22 Apr 2025 08:13:00 +0000</pubDate>
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										<content:encoded><![CDATA[<body><table width="100%">
<tbody>
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<td width="33%"><strong>SESSION</strong></td>
<td width="66%"><strong>JANUARY/FEBRUARY 2026</strong></td>
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<td width="33%"><strong>PROGRAM</strong></td>
<td width="66%"><strong>BACHELOR OF COMPUTER APPLICATIONS (BCA)</strong></td>
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<tr>
<td width="33%"><strong>SEMESTER</strong></td>
<td width="66%"><strong>III</strong></td>
</tr>
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<td width="33%"><strong>COURSE CODE &amp; NAME</strong></td>
<td width="66%"><strong>DCA2109 ARTIFICIAL INTELLIGENCE FOR PROBLEM SOLVING</strong></td>
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<tr>
<td width="33%"><strong> </strong></td>
<td width="66%"><strong> </strong></td>
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<td width="33%"><strong> </strong></td>
<td width="66%"><strong> </strong></td>
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<p><strong> </strong></p>
<p><strong> </strong></p>
<p><strong>Set – I</strong></p>
<p><strong> </strong></p>
<p><strong>Q1. What is Artificial Intelligence? Describe the structure and functioning of different types of intelligent agents: simple reflex, model-based, goal-based, and utility-based, in details.</strong></p>
<p><strong>Ans 1.</strong></p>
<p><strong>What is Artificial Intelligence? </strong></p>
<p>Artificial Intelligence (AI) is an area of computer science that focuses on the creation of machines and systems that can perform tasks which normally require human intelligence. These tasks include reasoning, learning, and problem solving, interpreting natural language, recognising patterns and making choices. AI systems are created to observe their environment as</p>
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<p><strong>MUJ Manipal University</strong> <strong>Complete SolvedAssignments  JAN- FEB  2026</strong></p>
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<p><strong>Contact No –</strong> <strong>8791514139</strong><strong> (WhatsApp)</strong></p>
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<p><strong>JAN-FEB 2026</strong></p>
<p> </p>
<p> </p>
<p><strong>Q2. Provide a detailed explanation of goal formulation, characteristics of good goals, and how dynamic environments influence goal-setting in intelligent agents.</strong></p>
<p><strong>Ans 2.</strong></p>
<p><strong>Goal Formulation in Intelligent Agents </strong></p>
<p>Goal formulation refers to the process that an intelligent agent defines what it wants to attain in its environment. When it comes to problem solving, goal formulation comes after the agent perceives the state in which it is currently located within the environment and realises that this isn’t what they would like to see. The term goal refers to the description of a list of desired state that the person wants to get to. The goal formulation process is the primary step of the process of</p>
<p><strong> </strong></p>
<p><strong> </strong></p>
<p><strong>Q3. Explain the AO* algorithm in detail, including its evaluation function, cost updating mechanism, and search strategy using AND-OR graphs.</strong></p>
<p><strong>Ans 3.</strong></p>
<p><strong>AND-OR Graphs and AO* </strong></p>
<p>This AO* algorithm works as a heuristic search algorithm created to search for optimal solutions for problem areas which naturally appear as AND-OR graphs. In contrast to standard graphs, where every node has multiple descendants connected by OR edges (meaning the agent picks one path) And-OR graphs additionally include AND nodes. All succeeding nodes must be solved</p>
<p> </p>
<p><strong> </strong></p>
<p><strong>Set – II</strong></p>
<p> </p>
<p><strong>Q4. Describe various categories of games used in AI research. Compare deterministic vs stochastic and perfect vs imperfect information games with examples.</strong></p>
<p><strong>Ans 4.</strong></p>
<p><strong>Games in AI</strong></p>
<p>Games have been a central aspect of AI research due to the fact that they offer well-defined environments with clear rules, measurable outcomes, as well as a level of abstraction. AI researchers employ games for the development and testing of the effectiveness of search algorithms, decision-making techniques as well as learning methods. The games are classified</p>
<p><strong> </strong></p>
<p><strong> </strong></p>
<p><strong>Q5. Explain Knowledge Representation in AI in detail and compare different KR techniques such as logical representation, semantic networks, frames, and scripts.</strong></p>
<p><strong>Ans 5.</strong></p>
<p><strong>Introduction to Knowledge Representation </strong></p>
<p>Knowledge Representation (KR) is one of the fundamental aspects of AI that is concerned with how data about the world is stored in a format that the computer system is able to use to make rational decisions, think about and resolve problems. An AI machine must possess some degree of information about its subject to perform intelligently. Simply storing raw data does not suffice; the machine must represent relations, rules, concepts, as well as facts in a structured</p>
<p> </p>
<p> </p>
<p><strong>Q6. Describe probability theory fundamentals (sample space, events, joint probability, conditional probability) and explain their role in uncertain reasoning.</strong></p>
<p><strong>Ans 6.</strong></p>
<p><strong>Sample Space </strong></p>
<p>Probability theory is a mathematical framework for reasoning under uncertainty. The sample space is known as S is the collection of the outcomes possible in an experiment that is random. For example, when rolling an a 6-sided die the sample space would be is {1, 2, 3, 4, 5, 6}. Each possible outcome of the experiment is a member of the sampling space. The sample space</p>
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