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Academic Course Management
Develop an academic course management system using inheritance. Create an abstract Course class with
Agricultural Land Analysis
Implement a method to identify the 2x2 submatrix with the highest total crop yield in an agricultura
Airline Ticket Price Calculator
This question involves calculating airline ticket prices. You will implement methods to compute the
Animal Sounds Hierarchy
Design a class hierarchy for representing animals and their sounds.
Apartment Class Design
Implement the Apartment class as described above.
Bank Account Fee Calculator
Develop a bank account fee calculator using inheritance. Create an abstract BankAccount class with a
Bank Transaction Explorer
This question involves searching for transactions by transactionID in a bank system. You will implem
Bank Transaction Summarizer
Design a Bank Transaction Summarizer to sum deposits and filter withdrawals.
Battlefield Troop Counter
The Battlefield class contains a 2D array of integers representing troop counts in different segment
BattleGrid Analysis
In this question, you will analyze a battleship board represented as a 2D array. Implement methods i
Beverage Preparation Hierarchy
Design a class hierarchy for beverage preparation.
Blueprint Analyzer
Develop methods in the BlueprintAnalyzer class to rotate a blueprint 90 degrees and to check if it i
Book Catalog Manager
Design a Book Catalog Manager to search for books by author and compute the average publication year
Book Class Design
Implement the Book class as described above.
Book Collection Manager
This question involves designing a BookCollection class for managing a collection of books, includin
Book Inventory Manager
This question asks you to design a Book class to manage book details in an inventory system.
Bookstore Inventory Organizer
This FRQ focuses on organizing bookstore inventory data. You will implement methods to sort book tit
Campus Map Path Finder
This question involves analyzing a campus map represented as a 2D array. Implement methods in the Ca
Car Class Design
Implement the Car class as described above.
Car Rental Service
This question asks you to design a CarRental class to model a car available for rent.
ChatBot Response System
This question involves designing a ChatBotResponseSystem class to simulate basic conversational resp
ChatRoom
Design a ChatRoom class that simulates a messaging environment for users.
Chess Board Analyzer
This EXTREME question involves analyzing a chess board represented as a 2D array. Implement methods
CipherUtility Utility Class
Implement the CipherUtility class as described below.
City Metro Routing
This question involves developing methods for a MetroRouter class that assists in finding optimal tr
City Traffic Congestion
Develop a City Traffic Congestion analyzer to filter intersections with high delays and compute the
City Weather Report
This question asks you to design a CityWeather class to represent weather reports for a city.
Classroom Seating Analyzer
This question requires scanning a 2D array representing classroom seating to determine the size of t
Concert Ticket
This question asks you to design a ConcertTicket class to represent tickets for a concert event.
Container Shipping Scheduler
This question simulates scheduling container shipments in a logistics system. The ShippingScheduler
Course Enrollment Hierarchy
Design a class hierarchy for course enrollments.
CreditCardFormatter Utility Class
Implement the CreditCardFormatter class as described below.
Crop Health Analyzer
This question requires scanning a 2D array representing a farm field's crop health indices to evalua
Cryptography Tool
This question simulates a simple cryptography tool that uses a Caesar cipher to encrypt messages. Th
Cuisine Dish Preparation Hierarchy
Design a class hierarchy for cuisine dish preparation.
Cybersecurity Intrusion Detector
This question involves detecting potential intrusions by validating IP addresses. You will implement
Data Compression Implementation
This question involves implementing simple data compression and decompression methods using run-leng
DataFormatter Utility Class
Implement the DataFormatter class as described below.
DateCalculator Utility Class
Implement the DateCalculator class as described below.
Digital Elevation Map Analyzer
This question involves analyzing a digital elevation map represented by a 2D array of integers. You
Digital Mosaic Generator
Develop methods in the DigitalMosaicGenerator class to create a mosaic effect by computing block ave
Digital Photo Editor
Implement a brightness adjustment method in the DigitalPhotoEditor class to uniformly increase the b
DigitalArt: Invert Colors
This question involves designing the DigitalArt class to invert the colors of a grayscale image. Imp
E-commerce Order System
This question simulates processing customer orders in an e-commerce environment. The OrderProcessor
E-commerce Order Tracker
Manage e-commerce orders by identifying high-value orders and applying discounts to applicable order
E-Commerce Price Analyzer
This FRQ involves processing product prices for an e-commerce platform. You will implement methods t
E-Mail Filter
Filter an ArrayList of email messages to remove those containing the keyword 'spam'.
ECommerceOrderTracker
Design an ECommerceOrderTracker class that manages orders and tracks their statuses.
Election Results Processor
This question involves implementing an ElectionResults class to tally votes and determine the winnin
Election Vote Tally
This question involves tallying votes from multiple precincts stored in a 2D array. Implement method
Employee Salary System
Design an employee salary system using inheritance. Create an abstract Employee class with an abstra
Employee Schedules Organizer
Implement the sortShifts and searchShift methods in the EmployeeSchedule class.
Energy Consumption Tracker
Design an Energy Consumption Tracker to filter erroneous readings and compute peak consumption.
EnergyConsumption
Design an EnergyConsumption class that records daily energy usage and computes consumption statistic
Environmental Pollution Monitor
This question involves developing a PollutionMonitor class that analyzes environmental pollution dat
Environmental Sensor Data Analyzer
Implement the sortReadings and findFirstOutlier methods in the SensorDataAnalyzer class.
Environmental Sensor Readings
Develop a sensor reading system using inheritance. Create an abstract Sensor class with an abstract
Event Registration System
This FRQ focuses on managing event registration data. You will implement methods to sort participant
Event Scheduler
This question involves designing an EventScheduler class to manage and organize events on a timeline
Event Scheduling System
This question involves creating an EventScheduler class that manages event times stored in a sorted
Event Seating Analyzer
Implement a method to count horizontal contiguous sequences of empty seats in an event seating chart
Factory Production Line Monitor
The ProductionMonitor class records machine outputs on a factory floor using a 2D integer array. Imp
Farm Crop Yield Predictor
This question involves predicting crop yield across multiple fields. You will implement methods to c
FileProcessor Class
This question involves designing a FileProcessor utility class that deals with text file content pro
FileProcessor Utility Class
Implement the FileProcessor class as described below.
FileStatistics Class
This question involves designing a FileStatistics utility class for computing statistical informatio
Financial Portfolio Manager
This question involves designing a FinancialPortfolioManager class to track and analyze a portfolio
Financial Transaction Processor
Implement the sortTransactionsById and searchTransactionById methods in the TransactionProcessor cla
Fitness Tracker
This question asks you to design a FitnessTracker class to represent the data collected by a wearabl
Fitness Tracker
This question involves designing a FitnessTracker class to record and analyze workout sessions.
Fitness Tracker Data Analysis
This question simulates analyzing daily step count data from a fitness tracker. The FitnessTracker c
Fitness Tracker Data Analyzer
This question requires you to develop a FitnessTracker class that processes daily step counts record
FitnessTracker
Design a FitnessTracker class that logs workout sessions and provides summary statistics.
Flight Status Tracker
This question involves designing a FlightStatusTracker class to monitor and report the status of var
Floor Plan Transformer
Develop methods in the FloorPlanEditor class to rotate a floor plan 90 degrees and mirror it horizon
Forest Fire Simulation
This problem simulates the spread of a forest fire in a 2D grid representing a forest.
Forest Fire Simulator
Implement methods to analyze forest fire spread using a grid. Identify contiguous fire clusters and
Forest Region Identifier
This question requires scanning a 2D array representing a satellite image to analyze forest regions.
Fuel Consumption Tracker
Analyze fuel consumption readings by removing outlier values and computing the average consumption.
Game Item Shop
This question involves designing a GameItemShop class to simulate an online shop for virtual game it
Game of Life Pattern Detector
This question requires scanning a 2D array representing a Game of Life board to count the live neigh
Game Score Tracker
This question involves implementing a ScoreTracker class to update game scores and retrieve the high
GameBoardMirror: Invert Puzzle Board
This question involves designing the GameBoard class for a sliding puzzle game. Implement the mirror
Garden Layout Analyzer
This question requires scanning a 2D array representing a garden to analyze plant distribution patte
Garden Layout Planner
This question involves planning a garden layout represented as a 2D grid and evaluating sprinkler co
Garden Plant Height Analysis
The GardenAnalyzer class manages a 2D array representing the heights of plants in a garden. Implemen
Geometric Shapes Hierarchy
Design a class hierarchy for calculating the area of geometric shapes.
GeometryUtil Class
This question involves designing a GeometryUtil utility class that calculates areas of common geomet
Grid Explorer Simulation
This problem simulates an explorer navigating an island grid with treasures, obstacles, and varied t
Gym Membership Tracker
This question involves implementing a MembershipTracker class to update member statuses and generate
Healthcare Appointment System
This question involves managing healthcare appointments. You will implement methods to schedule appo
Heat Map Cluster Detector
Implement methods to analyze a heat map grid. Determine if a cell is hot and compute the largest con
HeatMap: Smoothing and Normalization
This question involves designing the HeatMap class to process a 2D array of temperature readings. Im
Hospital Patient Queue
Write two search methods to find patients by emergency level in a hospital queue.
Hospital Patient System
This question involves a hospital patient management system. You will complete the searchPatient and
Hospital Patient Wait Times
Develop a Hospital Patient Wait Times analyzer to filter critical waits and compute the average wait
HTTPStatusHelper Class
This question involves designing an HTTPStatusHelper utility class that maps HTTP status codes to th
Ice Cream Flavor Finder
This question involves analyzing an ice cream parlor’s flavor distribution grid. Implement methods t
Image Filter Application
In this question, you will work with a grayscale image represented as a 2D array of pixel values. Im
Image Flipper
Develop methods in the ImageEditor class to flip an image horizontally and vertically.
Image Rotator
Develop methods in the ImageEditor class to rotate an image by 90 degrees and 180 degrees.
Inventory Item Locator
This question involves searching for items in an inventory system. You will implement the searchItem
Inventory Management System
This question involves creating an inventory management system that uses ArrayLists to maintain a dy
Inventory Manager
This question involves designing an InventoryManager class for managing stock levels in a retail set
Labyrinth Diagonal Pathfinder
This question focuses on diagonal traversal of a 2D array representing a labyrinth. Implement method
Lawn Mower Simulator
This problem simulates a lawn mower navigating a garden grid that includes obstacles such as flower
Leaderboard Manager
Design a Leaderboard class that dynamically manages player scores and rankings.
Leaderboard System Simulation
This question involves designing a Leaderboard class to dynamically track players' scores and update
Library Book Finder
This question simulates a library system that retrieves books by their ISBN. You will complete the f
Library Book Management
This FRQ focuses on managing a collection of library books. You will implement methods to sort books
Library Book Manager
This question simulates a library book manager that handles book search functionality. You will comp
Library Book Sorter
Implement two methods to sort library books by title using Bubble Sort and Insertion Sort.
Library Locator
Implement a method to locate the nearest library in a 2D city map grid.
Library Navigation Assistant
This question involves assisting with navigating a library, whose layout is represented as a 2D grid
LibraryCard Class Design
Implement the LibraryCard class as described above.
LibrarySystem
Design a LibrarySystem class that manages book inventory and tracks book lending.
Local Event Scheduler
This question involves implementing an EventScheduler class to manage community events by adding and
MatrixOperations Class
This question involves designing a MatrixOperations utility class for performing matrix multiplicati
MatrixOperations Utility Class
Implement the MatrixOperations class as described below.
Maze Navigator
Implement a method to determine if a path exists through a maze represented as a 2D grid of open ('0
Maze Navigator
The MazeNavigator class manages a maze represented as a 2D char array, where '#' represents a wall a
Maze Solver
This question involves designing a MazeSolver class that finds a path through a maze represented by
Messaging System Interface
Design a messaging system using inheritance. Create an abstract Message class with an abstract metho
Mining Sensor Data Processor
This question involves designing a SensorData class that processes quantitative readings from mining
Mobile App Notification System
Design a mobile app notification system using inheritance. Create an abstract Notification class wit
Mobile Phone
This question asks you to design a MobilePhone class to model a smartphone.
Movie Database Search
This question involves searching for movies by rating in a movie database. You will implement the se
Movie Rating Aggregator
This question involves writing a MovieRatingAggregator class that collects and processes movie ratin
Movie Ratings Analyzer
Compute the average rating from an ArrayList of movie ratings.
Movie Recommendation Engine
This question simulates a movie recommendation system. The MovieRecommender class stores movie title
Movie Theater Seat Reservation
This question examines seating arrangements in a movie theater using a 2D array. Implement methods i
Movie Ticket Sorter
Develop methods to sort movie showings by start time using selection sort and merge sort.
Music Playlist Duration Analyzer
Develop a Music Playlist Duration Analyzer to filter short tracks and compute total duration.
Music Playlist Manager
This question involves managing a music playlist that is maintained in a sorted order based on song
Music Playlist Organizer
Implement sorting methods to organize songs in a playlist by duration using bubble sort and merge so
MusicPlaylist
Design a MusicPlaylist class that manages a playlist of songs with basic playback controls.
MusicTrack Class Design
Implement the MusicTrack class as described above.
Ocean Pollution Detector
Analyze a 2D ocean pollution map to detect and segment polluted clusters.
Office Layout Navigation
This problem simulates an employee navigating through an office layout grid to find the exit.
Online Course Enrollment
This FRQ deals with managing course enrollment numbers for online classes. You will implement method
Online Course Feedback Analyzer
Implement the sortFeedbackScores and searchFeedbackScore methods in the FeedbackAnalyzer class.
Online Quiz System
This question involves implementing a QuizManager class to manage quiz questions, add new questions,
Online Shopping Cart
This question involves managing an online shopping cart. You will implement methods to compute the t
Online Shopping Cart
This question asks you to design a ShoppingCart class to model a shopping cart in an online store.
Online Store Feedback Analyzer
Develop an Online Store Feedback Analyzer to filter valid feedback and compute the median rating.
Online Survey Analyzer
This question involves analyzing online survey responses. You will implement methods to compute the
Parcel Delivery Optimization
This FRQ involves the management of parcel weights in a delivery system. You will implement methods
Park Ranger's Patrol
This problem simulates a park ranger patrolling a park grid to monitor potential hazards.
Parking Lot Manager
This question simulates a parking lot management system. The ParkingLot class manages a grid of park
PasswordGenerator Class
This question involves designing a PasswordGenerator utility class that generates random passwords m
PasswordGenerator Utility Class
Implement the PasswordGenerator class as described below.
Payment Processing Hierarchy
Design a class hierarchy for processing payments.
Payment Processing System
Design a payment processing system using inheritance and polymorphism. Create an abstract Payment cl
Plant Growth Analysis
Design a plant growth analysis system using inheritance. Create an abstract Plant class with an abst
PrimeUtils Class
This question involves designing a PrimeUtils utility class that offers methods for prime number ope
Product Class Design
Implement the Product class as described above.
Product Inventory System
This FRQ simulates a product inventory system. You will implement methods to sort an ArrayList of pr
Product Price Sorter
Design and implement two sorting methods to order a list of products by price.
Product Review Analyzer
This question involves analyzing product reviews by sorting them based on ratings. You will complete
Production Quality Control
Assess production quality by counting defective items and identifying their indices.
Public Transit Scheduler
This question involves creating a TransitScheduler class to determine bus arrival times and update b
Public Transportation Scheduler
This question requires you to write methods to compute bus wait times for public transportation. You
Race Times Analysis
This FRQ involves analyzing race times stored in an ArrayList. You will implement methods to sort ra
Race Timing Analyzer
Determine the fastest race time from an array of finish times.
Rainfall Data Processing
This question deals with processing a 2D array of rainfall data. The RainfallAnalyzer class stores r
Real Estate Analyzer
This question involves implementing a RealEstateAnalyzer class to compute the average property price
Real Estate Listing Analyzer
Implement the sortListingsByPrice and searchListingByPrice methods in the ListingAnalyzer class.
Real Estate Listings
This FRQ simulates a real estate listings management system. You will implement methods to sort list
Recipe Ingredient Calculator
This question simulates scaling recipe ingredients for different serving sizes. The RecipeCalculator
Restaurant Menu Sorter
This question involves sorting a restaurant menu by price. You will implement the sortMenuByPrice me
Restaurant Order Processing
This FRQ entails managing restaurant orders represented as monetary amounts. You will implement meth
RestaurantOrder Class Design
Implement the RestaurantOrder class as described above.
Retail Inventory Manager
Implement methods to manage retail inventory by sorting items by stock quantity and searching for an
Retail Mall Floor Plan Analyzer
Implement a method to detect a cluster of food court cells in a retail mall floor plan grid.
Retail Product Pricing
Design a retail product pricing system using inheritance. Create an abstract Product class with an a
Ride Sharing App Matching System
This question involves designing a RideShareMatcher class that matches riders with nearby drivers us
Robot Maze Navigation
This problem simulates navigating a robot through a maze with obstacles.
Robot Navigation Simulator
This question involves designing a RobotNavigator class that simulates movement in a grid and determ
Robot Vacuum Cleaner
This problem simulates a robot vacuum cleaner navigating and cleaning a room represented as a grid.
Satellite Crop Field Analyzer
This question requires scanning a 2D array representing a satellite image of crop fields to determin
Score Analyzer
This question involves implementing the ScoreAnalyzer class to compute average scores and count the
Sea Temperature Analyzer
This question requires scanning a 2D float array representing sea surface temperatures to locate a h
Seating Arrangement Checker
This question involves checking seating arrangements represented as a 2D array. Implement methods in
Security Camera Image Analyzer
Implement the autoEnhance method in the SecurityCameraProcessor class to adjust brightness and contr
SecurityCam: Blur Filter
This question involves designing the SecurityCam class to apply a blur filter on a grayscale securit
Sensor Data Processor
This question involves designing a SensorDataProcessor class to handle and analyze data from multipl
Shape Area Calculator
Develop a shape hierarchy using inheritance. Create an abstract Shape class with an abstract method
Smart City Parking Assistant
This question involves managing parking spot assignments in a smart city environment. You are to imp
Smart Device Update Manager
Develop a smart device update manager using inheritance. Create an abstract SmartDevice class with a
Smart Home Energy Monitor
This question involves developing a smart home energy monitor that computes energy consumption. Impl
Smartphone Class Design
Implement the Smartphone class as described above.
Social Distancing Layout Checker
Implement a method to count pairs of people seated too close in a 2D seating grid.
Social Media Engagement Tracker
Develop a Social Media Engagement Tracker to filter trending posts and compute the median number of
Social Media Friend Search
Design search methods to find user profiles by username using linear and binary search.
Social Media Post
This question asks you to design a SocialMediaPost class to represent posts on a social media platfo
Social Media Post Analyzer
Determine the index of the most liked social media post from an array of like counts.
Social Media Post Scheduler
This question involves designing a PostScheduler class to manage the scheduling of social media post
SocialNetwork
Design a SocialNetwork class that manages user registrations and friend relationships.
Sports Equipment Hierarchy
Design a class hierarchy for modeling sports equipment usage.
Sports Team Player Evaluation
Develop a sports team player evaluation system using inheritance. Create an abstract Player class wi
Sports Tournament Scheduler
Design a Sports Tournament Scheduler to update team points and determine the top team.
Sports Tournament Scoreboard
The Scoreboard class tracks game scores in a sports tournament using a 2D array, where each row repr
SportsTeam Class Design
Implement the SportsTeam class as described above.
Spreadsheet Data Analyzer
This question analyzes a 2D array representing spreadsheet data. The SpreadsheetAnalyzer class store
StatisticsHelper Class
This question involves designing a StatisticsHelper utility class to compute basic statistical metri
StockTracker
Design a StockTracker class that records stock prices and computes moving averages.
StringAnalyzer Class
This question involves designing a StringAnalyzer utility class that performs various string manipul
StringParser Utility Class
Implement the StringParser class as described below.
Student Grade Processor
Develop a Student Grade Processor to filter passing grades and compute the median grade.
Student Grades Sorting
This FRQ involves processing a list of student exam scores. You will implement methods to sort score
Student Search Database
Implement linear and binary search methods to locate a student record by ID in a database.
Student Test Score Analyzer
This question involves analyzing student test scores by sorting and searching them. You will complet
Survey Data Processor
Analyze survey responses by computing frequency distribution and determining the most common respons
TaskManager
Design a TaskManager class that tracks tasks and their completion status for project management.
Temperature Grid Analysis
This question involves analyzing a 2D array of temperature readings from various sensors. Complete t
TemperatureConverter Utility Class
Implement the TemperatureConverter class as described below.
Terrain Elevation Map
This question involves analyzing a terrain elevation map stored as a 2D array. Implement methods in
TextStatistics Class
This question involves designing a TextStatistics utility class that analyzes text data using static
Thermal Image Converter
Implement a method in the ThermalImageConverter class to normalize thermal data to a 0-255 scale usi
TimeConverter Utility Class
Implement the TimeConverter class as described below.
Tissue Culture Growth Simulation
This problem involves simulating the growth of tissue culture on a grid over time.
Traffic Accident Analyzer
This question involves implementing an AccidentAnalyzer class to process accident reports and comput
Traffic Density Analyzer
Develop a Traffic Density Analyzer to process vehicle counts and compute average traffic at intersec
Traffic Flow Analyzer
This question involves developing a TrafficFlowAnalyzer class to evaluate traffic data collected by
Traffic Grid Simulator
This problem involves developing a simulation for vehicle movement within a city traffic grid.
Traffic Light Simulator
Adjust traffic light timings by adding bonus seconds to those below a given threshold.
Traffic Pattern Analyzer
Implement methods to process a traffic video frame by flipping it horizontally and detecting traffic
Traffic Simulator
This question involves designing a TrafficSimulator class to model and simulate traffic flow on a gr
TrafficMap: Route Highlighter
This question involves designing the TrafficMap class to highlight a route on a city grid represente
Transportation Ticket Pricing Hierarchy
Design a class hierarchy for transportation tickets.
Transportation Ticketing System
Design a ticketing system using inheritance. Create an abstract Ticket class with an abstract method
Travel Itinerary Planner
This question involves developing methods for an ItineraryPlanner class that organizes travel destin
Travel Time Estimator
Develop a Travel Time Estimator to filter outlier travel times and compute the median travel time.
Underwater Drone Explorer
This question involves simulating an underwater drone exploring a 2D grid representing the ocean flo
UnitConverter Utility Class
Implement the UnitConverter class as described below.
Vaccine Distribution Center Analyzer
This question requires scanning a 2D array representing vaccine storage bins to detect clusters of e
Vehicle Hierarchy System
Design a vehicle hierarchy using inheritance and polymorphism. Create an abstract Vehicle class and
Virtual Garden Planner
This question involves developing a method for a Virtual Garden Planner to select plants based on th
Warehouse Inventory Manager
Develop a Warehouse Inventory Manager to remove out-of-stock items and compute the average stock lev
Warehouse Path Planning
This problem involves planning and verifying a route for a warehouse robot navigating through a grid
Weather Data Analysis
This FRQ focuses on using an ArrayList of temperature readings. You will implement methods to sort t
Weather Data Analyzer
This question simulates analyzing daily weather data. The WeatherAnalyzer class processes an array o
Weather Data Analyzer
This question involves analyzing weather data represented as a 2D array of temperature readings. You
Weather Data Analyzer
Analyze temperature readings by filtering out extreme values and computing the average of the valid
Weather Data Processing
This question involves implementing a WeatherAnalyzer class to process daily temperature readings an
Weather Forecast Hierarchy
Design a class hierarchy for weather forecasts.
Weather Pattern Recognition
Analyze a grid representing meteorological data to detect storm patterns. Implement methods that ide
Wildlife Herd Counter
Implement a method to count the number of distinct animal herds in a wildlife tracking grid.
Word Search Detector
This question simulates a word search puzzle pattern detection. Implement methods to locate a target
Word Search Puzzle Analyzer
This question requires scanning a word search puzzle represented by a 2D character array to locate a
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