Assignment Set – 1

Q1. Define Operations Research. Explain the nature and scope of Operations Research.   4+6

Ans 1.

Operations Research

Operations Research (OR) is a scientific and systematic approach to decision-making that uses mathematical models, analytical techniques, and quantitative tools to solve complex organizational problems. It focuses on identifying the optimal or most efficient course of action from a set of alternatives by applying logical reasoning, statistical analysis, and advanced computational methods. OR helps managers take objective, data-driven decisions in situations involving constraints, limited resources, and conflicting objectives.

At its core, Operations Research transforms real-world problems into structured models that can be analyzed and solved logically. Whether the issue involves minimizing cost,

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Q2. Solve the following linear programming problem using Revised Simplex Method:

    Maximize Z    = x1 + 9×2 + x3

    Subject to:          x1 + 2×2 + 3×3 ≤ 9

                             3×1 + 2×2 + 2×3 ≤ 15

                             2×1 + 3×2 + x3 ≤ 14

                             where x1, x2 ≥ 0 

 
Solution:
Problem is

Step-1 :

The problem is converted to canonical form by adding slack, surplus and artificial variables

Q3. Solve the following Linear Programming Problem using its Dual:

Minimize Z = 3×1 + 4×2

Subject to: 4×1 + x2 ≥ 30

                  -x1 – x2 ≤ -18 

                   x1 + 3×2 ≥ 28

                  and x1, x2 ≥ 0

 Ans 3.

Step 1: Write the Primal in Standard “Min” Form

Primal (Minimization):

Number of constraints = 3 → dual will have 3 variables

Number of variables in primal = 2 → dual will have 2 constraints.

So the Dual LPP is:

Subject to (columns of primal → rows of dual):

For : coefficients (4, 1, 1) and cost 3:

For : coefficients (1, 1, 3) and cost 4:

Step 2: Convert Dual to Standard Max Form

Assignment Set – 2

Q4. Five wagons are available at station 1, 2, 3, 4 and 5. These are required at five cities I, II, III, IV and V. The mileages between various stations and cities are given by the table below. How should the wagons be transported so as to minimize the total mileage covered?

 Ans 4.

Five wagons and five cities

Step 1: Mileage (Cost) Table

Five wagons are at stations 1–5 and required at cities I–V. The mileage (cost) matrix is:

Let

Objective (minimize total mileage):

Subject to:

• Each station used once:
• Each city gets one wagon:

We now solve by the Hungarian Method.

Step 2: Row Reduction

Q5. Solve the following integer programming problem using Branch and Bound method:

Maximize Z = 7×1 + 6×2

Subject to: 2×1 + 3×2 ≤ 12

                  6×1 + 5×2 ≤ 30 

             and x1, x2 must be non-negative integers

 Ans 5.

Step 1: LP Relaxation

First we ignore the integer condition and solve the LP relaxation:

subject to

To find the LP optimum, consider the intersection of (1) and (2):

From (1):

From (2):

Solving simultaneously:

Multiply (1) by 3:

Q6. Write detail notes with application in management on the following:

1. i) Simulation Annealing Method
2. ii) Genetic Algorithm 5×2

Ans 6.

(i) Simulated Annealing Method

Simulated Annealing (SA) is a powerful probabilistic optimization technique inspired by the annealing process used in metallurgy, where metals are heated and gradually cooled to achieve a stable, low-energy molecular structure. In operations research, SA is used to find near-optimal solutions for complex optimization problems where traditional methods struggle due to multiple local optima. It explores the solution space by accepting both improving and, occasionally, non-improving solutions. This controlled randomness helps the algorithm escape local minima and continue the search for a global optimum. The method begins with an initial solution and a high “temperature.” As the temperature decreases based on a cooling

Assignment Set – 1

Q1. Identify and examine various challenges in the supply chain management. 10       

Ans 1.

Supply Chain Challenges

Supply Chain Management (SCM) plays a critical role in ensuring the smooth flow of materials, information, and finances from suppliers to end customers. However, modern supply chains operate in a highly dynamic and uncertain environment. Globalization, technological disruption, fluctuating demand, and external shocks have significantly increased the complexity of supply chain operations. As a result, organizations face several strategic, operational, and external challenges that directly impact cost efficiency, service

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Q2. What factors should be considered in selecting suppliers? 10           

Ans 2.

Factors to Be Considered in Selecting Suppliers

Supplier Selection

Supplier selection is a strategic decision in supply chain management that directly influences cost efficiency, product quality, operational reliability, and customer satisfaction. Choosing the right suppliers ensures a stable flow of materials, reduces operational risks, and enhances long-term competitiveness. Therefore, organizations must evaluate suppliers using a comprehensive set of qualitative and quantitative factors rather than focusing only on price.

Cost and Price Competitiveness

Q3. How does the CPFR model facilitate collaboration, and what are the key phases involved in its implementation? 10  

Ans 3.

CPFR Model

Collaborative Planning, Forecasting, and Replenishment (CPFR) is a structured supply chain collaboration model designed to improve coordination between trading partners such as manufacturers, distributors, and retailers. The primary objective of CPFR is to reduce demand uncertainty, enhance forecast accuracy, and align replenishment decisions through shared information and joint planning. By replacing isolated decision-making with

Assignment Set – 2

Q4. How can businesses assess the effectiveness of their supply chain management processes using different evaluation methods? 10       

Ans 4.

Supply Chain Evaluation

Assessing the effectiveness of supply chain management processes is essential for identifying inefficiencies, improving performance, and maintaining competitiveness. Evaluation helps organizations measure how well supply chain activities align with strategic objectives such as cost reduction, customer service, and operational flexibility. Businesses use a combination of quantitative and qualitative evaluation methods to gain a comprehensive understanding of

Q5. In what ways do information systems enhance supply chain visibility, coordination, and decision-making? 10       

Ans 5.

Information Systems in Supply Chains

Information systems play a central role in modern supply chain management by enabling the seamless flow of data across various functional units and partner organizations. As supply chains become increasingly global and complex, manual coordination is no longer sufficient. Information systems integrate procurement, production, logistics, and distribution activities, allowing organizations to operate with greater transparency, speed, and accuracy. These systems form the backbone of efficient supply chain planning and execution.

Enhancing Supply Chain Visibility

Supply chain visibility refers to the ability of organizations to track products, inventory, and information across the entire supply chain in real time. Information systems such as

Q6. Why is reverse supply chain management gaining importance, and how does it contribute to sustainable business practices?    10

Ans 6.

Reverse Supply Chain Management

Reverse supply chain management refers to the process of moving products, materials, or components from the customer back to the manufacturer for reuse, recycling, refurbishment, or safe disposal. Traditionally viewed as a cost burden, reverse supply chains have gained strategic importance due to increasing environmental concerns, regulatory pressures, and changing consumer expectations. Organizations now recognize reverse logistics as a key

Assignment Set – 1

Q1. Define Operations Management. Discuss in detail the different functions and key activities involved in Operations Management.     3+7     

Ans 1.

Define Operations Management

Operations Management refers to the discipline concerned with designing, managing, and improving processes that convert inputs such as materials, labour, information, and technology into finished goods or services. Its core purpose is to ensure that organizational resources are used efficiently, quality standards are met consistently, and customer satisfaction is maintained. In both manufacturing and service sectors, operations management plays a central role in aligning day-to-day activities with the long-term strategic objectives of

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Q2. Explain the various types of costs in business operations. Discuss their significance in managerial decision-making and financial planning.       7+3     

Ans 2.

Types of Costs in Business Operations

Costs in business operations represent the monetary value spent on producing goods or delivering services. Understanding these costs helps managers budget effectively and enhance profitability.

One major category is fixed costs, which do not change with the level of production, such as rent, salaries of permanent staff, and insurance. Since they remain constant, businesses must

Q3. Define facility location and explain the need for facility location planning. Discuss the role of globalization in influencing location decisions for modern businesses.   5+5

Ans 3.

Facility Location

Facility location refers to selecting the most appropriate geographical site for establishing a business unit, whether it is a manufacturing plant, warehouse, service centre, or administrative office. The decision is crucial because it influences operational efficiency, cost structure, customer satisfaction, and long-term business sustainability. A well-chosen location

Assignment Set – 2

Q4. Explain the concept of systems for productivity and performance measurement. Discuss the key elements of workforce performance and their significance in organizational effectiveness. 3+3+4        

Ans 4.

Concept of Systems for Productivity Measurement

A system for productivity measurement refers to an organized framework that evaluates how effectively an organization converts its resources into desirable outputs. Productivity systems consider the relationship between inputs such as labour, materials, capital, and technology, and outputs in the form of products or services delivered to customers. These systems help businesses assess operational efficiency, identify performance gaps, and determine whether

Q5. Define quality in the context of operations management. Explain the various methods to achieve quality and their importance in enhancing organizational performance.            3+3+4  10

Ans 5.

Quality in Operations Management

Quality in operations management refers to the degree to which a product or service meets customer expectations, conforms to specifications, and performs reliably throughout its life cycle. It includes attributes such as durability, safety, performance, consistency, and user satisfaction. High-quality operations minimize defects, reduce variability, ensure compliance with standards, and enhance trust between the organization and its customers. In today’s

Q6. Explain failure prevention and recovery in operations management and discuss the ways to measure failure along with its importance.    3+2+5 

Ans 6.

Failure Prevention in Operations Management

Failure prevention refers to proactive measures taken to avoid defects, breakdowns, service disruptions, or process deviations before they occur. It involves designing robust systems, monitoring performance consistently, and identifying risks early. Failure prevention strategies include preventive maintenance, employee training, process standardization, risk assessments, and error-proofing techniques such as Poka-Yoke. The goal is to eliminate the root causes of failures and ensure that operations run smoothly without interruptions.

Assignment Set – 1

Q1. You are the IT  head of a large chemical organization with a turnover of 3000 + cr,your have to make a presentation on benefits of implementing ERP. Explain in detail 10

Ans 1.

Context of ERP in a Large Chemical Organization

As the IT Head of a chemical enterprise with a turnover exceeding ₹3000 crore, demonstrating the benefits of ERP implementation requires a clear understanding of industry-specific challenges such as regulatory compliance, hazardous material management, multi-plant coordination, inventory visibility, procurement delays, and quality control issues. ERP becomes a strategic tool for integrating fragmented systems, eliminating operational

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Q2. What are the steps you will take before you recommend to your CEO which software to buy.explain in detail with reasons 10

Ans 2.

Importance of Structured ERP Selection

Recommending the right ERP software to the CEO requires a systematic approach because ERP implementation is costly, complex, and long-term. A wrong decision can disrupt operations, increase financial burden, and damage employee morale. Therefore, a careful evaluation process is essential to ensure the selected solution aligns with business needs, industry requirements, and future scalability.

Step 1: Conduct a Detailed Business Process Study

The first step is mapping existing processes across departments—procurement, production,

Q3. Your organization having multiple factories and varied business wants to implement ERP within 12 months. How should they plan ? give your detailed recommendation with reasons. 10

Ans 3.

Need for a 12-Month ERP Implementation Plan

Implementing ERP across multiple factories and varied business units within 12 months demands a structured, realistic, and disciplined plan. The organization must balance speed with accuracy, ensuring that core processes are stabilized without compromising data integrity or employee readiness. A fast-track implementation must follow a phased, carefully

Assignment Set – 2

Q4. what are the technologies used for maintaining efficient inventory management. Explain how they help.  10

Ans 4.

Need for Technology-Driven Inventory Management

Efficient inventory management has become essential for modern organizations due to increased customer expectations, multi-location operations, faster delivery demands, and complex supply chain networks. Traditional manual methods often lead to stockouts, excess holding costs, and inaccurate forecasting. Therefore, companies increasingly rely on advanced technologies to maintain inventory accuracy, enhance visibility, and improve

Q5. You are given a large data of more than 50000 customers purchase details in a Ecommerce company . explain in detail how a CRM package would benefit in this case. 10

Ans 5.

Importance of CRM in Large Customer Data Management

An e-commerce company managing more than 50,000 customers generates massive volumes of purchase records, browsing behaviour data, returns information, payment history, and feedback logs. Handling such large datasets manually or through basic tools becomes inefficient and error-prone. A Customer Relationship Management (CRM) package provides an integrated solution for storing, analyzing, and utilizing customer data to enhance business

Q6. According to you what is the scope ,market size and potential of ERP in todays market 10

Ans 6.

ERP in Today’s Digital Economy

The ERP market has expanded rapidly as organizations prioritize integration, automation, and real-time visibility across functions. Modern ERP solutions no longer serve only manufacturing organizations—they now support retail, BFSI, healthcare, logistics, government, and e-commerce sectors. The demand is driven by digital transformation, cloud

Assignment Set – 1

1. Evaluate the significance of each essential element in ensuring the enforceability of a contract under the Indian Contract Act, 1872. 2+8

Ans 1.

A contract is a legally enforceable agreement that creates obligations between two or more parties. The Indian Contract Act, 1872, lays down the legal framework for contracts in India, ensuring that agreements made between parties are valid and binding. For an agreement to become a contract, it must include specific essential elements. Without these, the agreement is void, voidable, or unenforceable.

Essential Elements of a Valid Contract

1. Lawful Offer and Acceptance

One of the most fundamental elements is a lawful offer and acceptance. A contract begins

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2. Discuss the different modes of dissolution of a partnership firm under the Indian Partnership Act, 1932. 10

Ans 2.

The dissolution of a partnership firm refers to the termination of the relationship between partners and the end of business activities carried on jointly. When a firm is dissolved, all assets are realized, liabilities are paid, and any remaining surplus is distributed among the partners. The Indian Partnership Act, 1932, provides a comprehensive framework under Sections 39 to 55 for various modes of dissolution to ensure fairness and transparency in

3. Assess the importance of each essential element in determining the validity of a contract of sale under the Sale of Goods Act, 1930. 10

Ans 3.

The Sale of Goods Act, 1930 governs contracts related to the sale and purchase of goods in India. It defines a contract of sale as an agreement whereby the seller transfers or agrees to transfer the ownership of goods to the buyer for a price. However, not every agreement to sell goods qualifies as a valid contract. Certain essential elements must be present to ensure that

Assignment Set – 2

4. Illustrate how companies in India implement CSR activities in compliance with the provisions of the Companies Act, 2013. 10

Ans 4.

Corporate Social Responsibility (CSR) refers to a company’s ethical obligation to contribute positively to society, beyond profit-making objectives. It involves initiatives for social development, environmental protection, and community welfare. The concept was formally introduced into Indian corporate law under Section 135 of the Companies Act, 2013, which made CSR a legal requirement for eligible companies.

CSR Provisions under the Companies Act, 2013

According to Section 135, CSR provisions apply to companies that meet any of the following

5. Discuss the rights of consumers under the Consumer Protection Act, 2019. 10

Ans 5.

The Consumer Protection Act, 2019 was enacted to safeguard consumer interests and ensure fair trade practices in India. It replaced the 1986 Act to address modern market challenges such as e-commerce, online fraud, and misleading advertisements. According to the Act, a consumer is any individual who purchases things or makes use of services for consideration. Additionally, the Act establishes various rights that are designed to protect customers from

6. Explain the concept of a patent and describe the procedure for obtaining one under the Indian Patent Act, 1970. 3+7

Ans 6.

A patent is an exclusive legal right granted to an inventor for a new invention or process that offers a novel way of doing something or provides a technical solution to a problem. The Indian Patent Act, 1970, governs patent registration in India and provides protection to inventors by preventing others from making, using, or selling their invention without permission for a specific period—usually 20 years.

Concept and Importance of a Patent

Patents encourage innovation by rewarding inventors with exclusive rights while promoting

Assignment Set – 1

Q.1. Discuss the types of strategies with suitable examples. Explain PESTEL analysis.

Ans 1.

Types of Strategies

Strategies are a longer-term course for action to meet a specific goal or set goals in an environment of competition. The different kinds of organizations employ strategies based on their situation, available resources, and competitive pressures they face. The majority of strategies are categorized as three levels: corporate operational, business, and. Each level is designed to serve a particular objective and has a distinct area within the structure.

Corporate-level strategies establish the overall direction and scope of the organization as a

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JAN-FEB 2026

Q.2. How does Porter’s Five Forces model aid in analysing competitive dynamics within an industry? Provide a detailed examination of each force, supported by examples from a specific industry or company.

Ans 2.

Porter’s Five Forces Model

Porter’s Five Forces model, developed by Michael Porter of Harvard Business School can be a highly effective analytical tool to understand how competitive intensity affects profitability potential of any sector. It examines the five major forces which, together, influence competitive behavior and define the overall attractiveness of an industry as a place to invest.

Threat of New Entrants

This measure measures the ease with which it is for new competitors to enter into the business

Q.3. What is strategic control, and how does it differ from operational control in terms of its scope, focus, and objectives? Discuss. Discuss BCG Matrix.

Ans 3.

Strategic Control vs Operational Control

Strategic Control is the way by which top management monitors whether a business’s strategies are executed as designed and producing the expected outcomes. It is focused on the overall strategy of the business over longer periods of time that typically spans several years. Strategic control evaluates whether certain assumptions regarding the external environment that were made during the plan process still hold and whether the chosen strategy keeps generating

Assignment Set – 2

Q.4. Discuss the steps involved in business continuity plan. What are the three major types of strategic alliances organizations form for the purpose of developing a competitive advantage? Describe in detail.

Ans 4.

Business Continuity Plan

An Business Continuity Plan (BCP) is a written plan which defines the manner in which a company will carry on essential business operations or following a sudden disruption like a natural catastrophe or cyberattack, pandemic or a failure in the supply chain. A well-formulated BCP can reduce financial losses as well as protects reputation of the organization and helps

Q.5. Examine the key business strategies employed by multinational corporations (MNCs) to succeed in global markets?

Ans 5.

Global Strategies of Multinational Corporations

Multinational corporations (MNCs) have operations across a range of countries, and must face the task of improving efficiency across the globe in response to a variety of local market requirements. In order to thrive in the globalized and competitive conditions, MNCs adopt a range of strategic business models that align with their market position, the resources they have

Q.6. Write notes on the following: Business Ethics  Corporate Social Responsibility (CSR)

Ans 6.

Business Ethics

Business ethics is the application of moral principles and ethical standards to commercial activities, choices, and relationships within organizations. It defines the boundaries of proper and improper conduct in business contexts and guides how companies interact with customers, employees, suppliers, competitors, investors, and other members of the community. Ethics-based business conduct builds credibility and trust, both of which are essential foundations for long-