Sanfoundry located at Bangalore offers internships to deserving B.Tech/M.Tech Students in Industrial Engineering Branch. In Industrial Engineering internships offered by Sanfoundry, shortlisted interns will be working towards the creation of useful artifacts like questions and answers, tutorials, articles, realworld problems and solutions on Industrial Engineering. Moreover, every intern working on Industrial Engineering internship will focus on one specific subject under the Industrial branch. This will help the intern to develop an indepth understanding of that particular subject in their branch.
Go to your favorite topic mentioned below to read more about our Internship and apply:
1. Optimization Models Internship
Optimization Models interns will focus on following areas or topics:
Basic linear algebra
The simplex algorithm and goal programming
Sensitivity analysis: an applied approach
Sensitivity analysis and duality
Transportation, assignment and transshipment problems
Network models
Integer programming
Advanced topics in linear programming
Game theory
Nonlinear programming
Deterministic dynamic programming
Building Linear Programming Models
Structured Linear Programming Models
Applications and Special Types of Mathematical Programming Model
Interpreting and Using the Solution of a Linear Programming Mode

Nonlinear Models
Integer Programming
Building Integer Programming Models I
Building Integer Programming Models II
The Implementation of a Mathematical Programming System of Planning
The Problems
Formulation and Discussion of Problems
Preliminary concept
One dimensional unconstrained minimization
Unconstrained optimization
Linear programming
Dynamic programming
Optimization applications for transportation, assignment and network problems
Finite element based optimization

2. Probabilistic Models Internship
In Probabilistic Models internship, shortlisted interns will focus on following list of topics:
Random Variables
Conditional Probability and Conditional Expectation
Markov Chains
The Exponential Distribution and the Poisson Process
ContinuousTime Markov Chains
Renewal Theory and Its Applications
Queuing Theory
Decision Making Under Uncertainty
Deterministic EOQ Inventory Models
Probabilistic Inventory Models Single Period Decision Model
Markov Chains
Deterministic Dynamic Programming
Probabilistic Dynamic Programming
Queuing Theory

Simulation
Simulation with Process Model
Spreadsheet Simulation and optimization with Riskoptimizer
OpticPricing and Real Options
Portfolio Risk, Optimization and Helding
Brownian Motion, Stochastic Calculus and Optimal Control
Duality and Sensitivity Analysis
Goal Programming
Markovian Decision Process
Classical Optimization Theory
Nonlinear Programming Algorithms

3. Operations Analysis Internship
Shortlisted interns will focus on following list of topics under Operations Analysis internship:
Strategy and Competition
Forecasting
Aggregate Planning Supplement
Linear Programming
Inventory Control Subject to Known Demand
Supply Chain Management
Push and Pull Production Control Systems: MRP and JIT
Operations Scheduling Supplement
Queuing Theory
Project Scheduling
Facilities Layout and Location
Quality
Reliability and Maintainability
Understanding the Supply chain
Supply Chain Performance: Achieving Strategic Fit and Scope
Supply Chain Drivers and Metrics

Designing Distribution Networks and Applications to eBusiness
Network Design in the Supply Chain
Designing Global Supply Chain Networks
Demand Forecasting in a Supply Chain
Aggregate Planning in a Supply Chain
Sales and Operations Planning: Planning Supply and Demand in a Supply Chain
Coordination in a Supply Chain
Managing Economies of Scale in a Supply Chain: Cycle Inventory
Managing Uncertainty in a Supply Chain: Safety Inventory
Determining the Optimal Level of Product Availability
Transportation in a Supply Chain

4. Service Engineering and Management Internship
In Service Engineering and Management internship, interns will focus on following topics:
The Role of Services in an Economy
The Nature of Services
Service Strategy
New Service Development
Technology in Services
Service Quality
The Service Encounter
The Supporting Facility
Service Facility Location
Managing Projects
Forecasting Demand for Services
Managing Capacity and Demand
Supplement Computer Simulation
Managing Waiting Lines
Capacity Planning and Queuing Models
Service Supply Relationships
Managing Facilitating Good

Growth and Globalization of Services
The Network Infrastructure for Electronic Commerce
THe Internet as a Network Infrastructure
The Business of Internet Commercialization
Network Security and Firewalls
Electronic Commerce and World Wide Web
ConsumerOriented Electronic Commerce
Electronic Payment Systems
Inter organizational Commerce and EDI
EDI Implementation, MIME and ValueAdded Networks
Intra organizational Electronic Commerce
The Corporate Digital Library

5. Discrete Event System Simulation Internship
Discrete Event System Simulation interns will focus on following areas or topics:
Basic Simulation Modeling
Modeling Complex Systems
Simulation Software
Review of Basic Probability and Statistics
Building Valid, Credible and Appropriately Detailed Simulation Models
Selecting Input Probability Distributions
RandomNumber Generators
Generating Random Variates
Output Data Analysis for a Single System
Comparing Alternative System Configurations
VarianceReduction Techniques
Experimental Design, Sensitivity Analysis and Optimization
Simulation of Manufacturing Systems

The Stack
Recursion
Queues and Lists
Trees
Sorting
Searching
Graphs and Their Applications
Storage Management
Bibliography and References
Discrete Random Variables
Discrete Random Vectors

6. Engineering Statistics Internship
In Engineering Statistics internship, shortlisted interns will focus on following list of topics:
Probability
Discrete Random Variables and Their Probabilty Distributions
Continuous Variables and Their Probability Distributions
Multivariate Probabilty Distributions
Functions of Random Variables
Sampling Distributions and the Central Limit Theorem
Estimation
Properties of Point Estimators and Methods of Estimation
Hypothesis Testing
Linear Models and Estimations by Least Squares
Nonparametric Statistics
Introduction to Bayesian Methods for Inference
Probability
Expected Values

Limit Theorems
Distributions Derived from the Normal Distribution
Survey Sampling
Estimation of Parameters and Fitting of Probability Distributions
Testing Hypotheses and Assessing Goodness of Fit
Summarizing Data
Comparing Two Samples
The Analysis of Variance
The Analysis of Categorical Data
Linear Least Squares
Decision Theory and Bayesian Inference

7. Analysis and Control of Queues Internship
Shortlisted interns will focus on following list of topics under Analysis and Control of Queues internship:
Axioms of Probability
Conditional Probability and Independence
Probabilities on a Countable Space
Random Variables on a Countable Space
Construction of a Probability Measure
Construction of a Probability Measure on R
Random Variables
Integration with Respect to a Probability Measure
Independent Random Variables
Probability Distributions on R
Probability Distributions on R[superscript n]
Characteristic Functions
Properties of Characteristic Functions
Properties of Characteristic Functions
Gaussian Random Variables (The Normal and the Multivariate Normal Distributions)

Convergence of Random Variables
Weak Convergence
Weak Convergence and Characteristic Functions
The Laws of Large Numbers
The Central Limit Theorem
L[superscript 2] and Hilbert Spaces
Conditional Expectation
Martingales
Supermartingales and Submartingales
Martingale Inequalities
Martingale Convergence

8. Networks, Games and Algorithms Internship
In Networks, Games and Algorithms internship, interns will focus on following topics:
Basic Solution Concepts and Computational Issues
The Complexity of Finding Nash Equlibria
Equilibrium Computation for TwoPlayer Games in Strategic and Extensive Form
Learning, Regret Minimization, and Equilibria
Combinatorial Algorithms for Market Equlibria
Computation of Market Equuilibria by Convex Programming
Graphical Games
Cryptography and Game Theory
Algorithmic Mechanism Design
Mechanism Design without Money

Combinatorial Auctions
Computationally Efficient Approximation Mechanisms
Profit Maximization in Mechanism Design
Distributed Algorithmic Mechanism Design
Cost Sharing
Online Mechanisms
Inefficiency of Equilibria
Routing Games
Network Formation Games and the Potential Function Method
Selfish Load Balancing
The Price of Anarchy and the Design of Scalable Resource Allocation Mechanisms

9. Introduction to Stochastic Models Internship
Introduction to Stochastic Models interns will focus on following areas or topics:
Events and their probabilities
Random variables and their distributions
Discrete random variables
Continuous random variables
Generating functions and their applications
Markov chains
Convergence of random variables
Random Processes
Stationary Processes
Renewals
Queues
Martingales
Diffusion processes
The nature of probability theory
The sample space
Elements of combinatorial analysis

Fluctuations in coin tossing and random walks
Combination of events
Conditional probability, stochastic independence
The binomial and the Poisson distributions
The Normal approximation to the binomial distribution
Unlimited sequences of Bernoulli trials
Random variables, expectation
Laws of large numbers
Compound distributions
Branching processes
Recurrent events

10. Linear Systems Internship
In Linear Systems internship, shortlisted interns will focus on following list of topics:
Linear Spaces and Linear Operators
Mathematical Descriptions of Systems
Linear Dynamical Equations and ImpulseResponse Matrices
Controllability and Observability of Linear Dynamical Equations
Irreducible Realizations, Strict System Equivalence, and Identification
State Feedback and State Estimators
Stability of Linear Systems
LinearTime Invariant Composite Systems: Characterization, Stability, and Designs
First Order Equations
Planar Linear Systems
Phase Portraits

Classification of Planar Systems
Higher Dimensional Linear Algebra
Higher Dimensional Linear Systems
Fundamental Theory
Equilibria in Nonlinear Systems
Nonlinear Techniques
Closed Orbits and Limit Sets
Applications in Biology
Applications in Circuit Theory
The Lorenz System
Applications in Other Fields
Homoclinic Phenomana
Discrete Dynamical Systems
Higher Dimensional Discrete Systems

11. Decision Analysis and Game Theory Internship
Shortlisted interns will focus on following list of topics under Decision Analysis and Game Theory internship:
Nash Equilibrium: Theory
Nash Equilibrium: Illustrations
Mixed Strategy Equilibrium
Extensive Games with Perfect Information: Theory
Extensive Games with Perfect Information: Illustrations
Extensive Games with Perfect Information: Extensions and Discussion
Coalitional Games and the Core
Bayesian Games
Extensive Games with Imperfect Information

Strictly Competitive Games and Maxminimization
Rationalizability
Evolutionary Equilibrium
Repeated Games: The Prisoner’s Dilemma
Repeated Games: General Results
Bargaining
Static games of complete information
Dynamic games of complete information
Static games of incomplete information
Dynamic games of incomplete information

12. Engineering Economic Analysis Internship
In Engineering Economic Analysis internship, interns will focus on following topics:
Influence, Leadership, Control
Decision Making and Problem Solving
Small Group and Large Organizations
Social Structure and Organization
Laboratory Experimentation with Organization
Field Methods in the Study of Organizations
Simulation of Organizational Behavior
Mathematics and Organization Theory
Management Theory
Economic Theory of Organization
Organizational Growth and Development
Communication in Organizations
Interpersonal Relations in Organization
Organizational Decision Making
Organizational Control Structure

The comparative Analysis of Organization
Unions
Political Party Organization
Public Bureaucracies
The Organization of Traditional Authority:English County Government
Hospitals: Technology, Structure and Goals
The School as a Formula Organization
Prison Organizations
Business Organizations
Changing Interpersonal and Intergroup Relationships in Organizations
Applied Organizational Change in Industry:Structural, Technological, and Humanistic Approaches
Organization Design and Systems Analysis

13. Industrial Scheduling Internship
Industrial Scheduling interns will focus on following areas or topics:
Problems of Sequence
Measures for Schedule Evaluation
Finite Sequencing for a single Machine
Further Problem with One Operation Per Job
FlowShop scheduling
The General n/m JobShop Problem
General Network Problems Related to Scheduling
Selection Disciplines in a SingleServer Queuing System
SingleServer Queuing System with Setup Classes

MultipleServer Queuing Models
Experimental Investigation of the Continuous JobShop Process
Problem Formulation
Methods of Solution
OneMachine Problems
TwoMachine and ThreeMachine Problems
General FlowShop and JobShop Problems
Concluding Remarks

14. Quality Control and Reliability Internship
In Quality Control and Reliability internship, shortlisted interns will focus on following list of topics:
Business Quality Management
The Total Quality System
Management Strategies for Quality
Engineering Technology of Quality
Statistical Technology of Quality
Applying Total Quality Control in the Company
The Total Quality Imperative for the 1990s
The Principles of Total Quality Control
Radio Frequency Spectrum Management and Time Frequency Standards
International Telephony Recommendations
Units,Constants,and Conversion Factors
Properties of Materials
Components or Parts
Fundamentals of Networks
Fourier Waveform Analysis

Filters, ModernNetworkTheory Design
Active Filter Design
Attenuators
Measurements and Analysis
MagneticCore Transformers and Reactors
Filters,Simple Bandpass Design
Power ElectronicsRectifiers, Filters, and Power Supplies
Feedback Control Systems
Electron Tubes
Power GridTube Circuits
Semiconductors and Transistors
Transistor Circuits
Integrated circuits
Optoelectronics

15. Quantitative Analysis in Finance and Marketing Internship
Shortlisted interns will focus on following list of topics under Quantitative Analysis in Finance and Marketing internship:
Nature of Financial Management
Concept of Value and Return
Valuation of Bonds and Shares
Risks and Return:An Overview of Capital Market Theory
Risk and Return:Portfolio Theory and Assets Pricing Models
Beta Estimation and the Cost of Equity
Options and Their Valuation
Capital Budgeting Decisions
The Cost of Capital
Determining Cast Flow for Investment Analysis
Complex Investment Decisions
Risk Analysis in Capital Budgeting
Real Options, Investment Strategy and Process
Financial and Operating Leverage
Capital Structure Theory and Policy
Valuation and Financing
Dividend Theory
Dividend Policy
Capital Market Efficiency and Capital Markets in India
LongTerm Finance:Shares,Debentures and Term Loans

Convertible Debentures and Warrants
AssetBased Financing:Lease,Hire Purchase and Project Financing
Venture capital Financing
Financial Statement and Cast Flow Analysis
Financial Statement Analysis
Financial Planning and Strategy
Principles of Working Capital Management
Receivables Management and Factoring
Inventory Management
Cash Management
Working Capital Finance
Corporate Restructing,Mergers and Acquisitions
Derivatives for Managing Financial Risk
Internation Financial Management
Shareholder Value and Corporate Governance
Financial Management in Government Companies

16. Inventory Control and Management Systems Internship
In Inventory Control and Management Systems internship, interns will focus on following topics:
Heuristic Search for Network Design
Polyhedral Combinatorics
Conatraint Languages for Combinatorial Optimization
Constraint Languages for Combinatorial Optimization
Radiation Oncology and Optimization

Parallel Algorithm Design for Branch and Bound
ComputerAided Design for Electrial and Computer Engineering
Nonlinear Programming and Engineering Applications
Connecting MRP,MRPII and Engineering Applications

17. Neural Nets, Fuzzy Systems and Applications Internship
Neural Nets, Fuzzy Systems and Applications interns will focus on following areas or topics:
Learning Process
Correlation Matrix Memory
Perceptron
LeastMeanSquare Algorithm
Multilayer Perceptrons
RadialBasis Function Networks
Recurrent Networks Rooted in Statistical Physics
SelfOrganizing Systems I: Hebbian Learning
SelfOrganizing Systems II: Competitive Learning
SelfOrganizing Systems III: InformationTheoretic Models
Modular Networks

Temporal Processing
Neurodynamics
VLSI Implementations of Neural Networks
Neural Networks for Representation
Unsupervised Networks for Association/Classification
Supervised Networks for Classification
Neural Networks for Generalization/Restoration
Neural Net and Conventional Optimization Techniques
SpecialPurpose Supercomputers for Neural Nets

18. OR Applications in Infrastructural and Service Sectors Internship
In OR Applications in Infrastructural and Service Sectors internship, shortlisted interns will focus on following list of topics:
Design of a fast stepandscan wafer stepper
Configuration of telephone exchanges
Stock control of finished goods in a pharmaceutical company
Cutting problems in a production planning environment
Operational research supports maintenance decision making
Shopfloor planning and control for smallbatch parts manufacturing
production planning in the fodder industry
Operational research methods and their application within the HOT II system of computeraided planning for public transport
Planning the size and organization of KLM’s aircraft maintenance personnel
Strategic and tactical planning in jointproduct industries:a practical application of linear programming

The use of simulation in the design of a production system for liquid crystal displays
Decision support of assetliability management
A chain model for potted plants
Reoperations on patients with possibly defective artificial heart valves: the BjorkShiley dilemma
OR and the environment: a fruitful combination
Crisis? what crisis?: four decades of debate on operational research
What the cases don’t tell us
Epilogue
Transportation demand models
Matching transportation facilities and passenger demand in air traffic
Airline schedule design models
Crew scheduling problems
Seat reservation systems

19. Selected Application of Stochastic Models Internship
Shortlisted interns will focus on following list of topics under Selected Application of Stochastic Models internship:
Mechanics of futures markets
Hedging strategies using futures
Interest rates
Determination of forward and futures prices
Interest rate futures
Swaps
Mechanics of options markets
Properties of stock options
Trading strategies involving options
Binomnial trees
Wiener processes and It6’s lemma
The BlackScholesMerton model
Options on stock indices, currencies, and futures
The Greek letters
Volatility smiles
Basic numerical procedures
Value at risk

Estimating volatilities and correlations
Credit risk
Credit derivatives
Exotic options
Weather, energy, and insurance derivatives
More on models and numerical procedures
Martingales and measures
Interest rate derivatives: the standard market models
Convexity, timing, and quanto adjustments
Interest rate derivatives: models of the short rate
Interest rate derivatives: HJM and LMM
Swaps revisited
Real options
Derivatives mishaps and what we can learn from them

20. Quantitative Models for Supply Chain Management Internship
In Quantitative Models for Supply Chain Management internship, interns will focus on following topics:
Optimal Policies and Simulation Based Optimization for Capacitated Production Inventory Systems
Service Levels and Tail Probabilities in Multistage Capacitated ProductionInventory Systems
On (R, NQ) Policies Serial Inventory Systems
Competitive Supply Chain Inventory Management
Vehicle Routing and the Supply Chain
Supply Contracts with Quantity Commitments and Stochastic Demand
Supply Chain Contracting and Coordination with Stochastic Demand
Designing Supply Contracts: Contract Type and Information Asymmetry
Modeling Supply Chain Contracts: A Review
Modeling the Impact of Information on Inventories
Modeling Impacts of Electronic Data Interchange Technology
Business Cycles and Productivity in Capital Equipment Supply Chains
The Bullwhip Effect: Managerial Insights on the Impact of Forecasting and Information on Variability in a Supply Chain

Value of Information Sharing and Comparison with Delayed Differentiation
Managing Product Variety: An Operations Perspective
Retail Inventories and Consumer Choice
Retail Inventories and Consumer Choice
The Benefits of Design for Postponement
Stochastic Programming Models for Managing Product Variety
Global Sourcing Strategies Under Exchange Rate Uncertainty
Global Supply Chain Management: A Survey of Research and Applications
Managing Supply Chains in Emerging Markets
BottomUp vs. TopDown Approaches to Supply Chain Modeling
Inventory Planning in Large Assembly Supply Chains
Managing Inventory for Fashion Products
Inventory Control for Joint Manufacturing and Remanufacturing
A Taxonomic Review of Supply Chain Management Research

21. Integer Programming: Theory and Computations Internship
Integer Programming: Theory and Computations interns will focus on following areas or topics:
The scope of integer and combinatorial optimization
Linear programming
Graphs and networks
Polyhedral theory
Computational complexity
Polynomialtime algorithms for linear programming
Integer lattices
General integer programming. The theory of valid inequalities
Strong valid inequalities and facets for structured integer programs

Duality and relaxation
General algorithms
Specialpurpose algorithms
Applications of specialpurpose algorithms
Combinatorial optimization. Integral polyhedra
Matching
Matroid and submodular function optimization

22. Computer Programming and Algorithms Internship
23. Facilities Planning Internship
24. Network Flow Models and Applications Internship
25. Applied Integer Programming Internship
26. Modelling and Optimisation in Flexible Manufacturing System Internship
27. Introduction to Knowledge Based Systems and Applications Internship
28. Advanced Topics in Discrete Optimization Internship
29. Optimization Models Internship
Sanfoundry is looking for Interns who are passionate about their field of study and like core subjects in Industrial Engineering. Every intern contributes to Sanfoundry’s Global learning project during their internship and is Mentored and Guided by our
Founder and CTO. If you are interested to contribute and apply,
here’s full detail of Sanfoundry’s Internship Program.
Sanfoundry Global Education & Learning Series – Industrial Engineering Internships!