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Agricultural Field Monitor
Implement the applyVegetationFilter method in the AgriculturalFieldMonitor class to classify crop he
Agricultural Land Analysis
Implement a method to identify the 2x2 submatrix with the highest total crop yield in an agricultura
Airline Reservations System
This question involves designing an AirlineReservations class to manage seat reservations on an airp
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.
Appliance Efficiency Analyzer
Design an appliance efficiency analyzer using inheritance. Create an abstract Appliance class with a
ArrayStatistics Utility Class
Implement the ArrayStatistics class as described below.
Art Collection Organizer
This question involves organizing an art collection by the year each piece was created. You will imp
Art Exhibit
This question asks you to design an ArtExhibit class to represent an art exhibition show.
Autonomous Vacuum Cleaner
This question involves simulating an autonomous vacuum cleaner navigating a room represented as a 2D
Bank Account
This question requires you to design a BankAccount class that models a simple bank account.
Bank Account Manager
This question requires you to compute interest on a set of bank accounts. You will implement methods
Bank Transaction Explorer
This question involves searching for transactions by transactionID in a bank system. You will implem
Bank Transaction Processor
This question simulates processing transactions within a bank. The TransactionProcessor class manage
Battlefield Strategy Grid
This question involves determining line-of-sight on a battlefield grid to decide if a unit can attac
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
Battleship Board Analysis
This question involves a simplified Battleship game board represented by a 2D char array. In this bo
Battleship Navigation
This problem involves simulating the navigation of a battleship through an ocean grid with obstacles
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 Organizer
This question involves managing a book collection using an ArrayList. You will implement methods to
BudgetTracker
Design a BudgetTracker class that helps manage expenses by category.
Bus Route Scheduler
This question simulates managing a bus route schedule. You will implement methods to search for a bu
Car Class Design
Implement the Car class as described above.
Car Rental Reservation Checker
Implement the sortReservationsByConfirmation and searchReservationByConfirmation methods in the Rese
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
Chess Board Analyzer
This EXTREME question involves analyzing a chess board represented as a 2D array. Implement methods
City Grid Energy Consumption Analyzer
Implement a method to identify a high energy consumption area in a city grid by detecting a submatri
City Public Library Reservation System
Implement the sortReservationsByUserId and searchReservationByUserId methods in the LibraryReservati
City Traffic Grid Analysis
This question uses a 2D character array representing a city traffic grid, where 'C' indicates a car
Coffee Shop Order
This question asks you to design a CoffeeOrder class to manage orders at a coffee shop.
ComplexNumberOperations Utility Class
Implement the ComplexNumberOperations class as described below.
Container Shipping Scheduler
This question simulates scheduling container shipments in a logistics system. The ShippingScheduler
Contest Ranking System
Implement the sortScoresDescending and findTopTwoScores methods in the ContestRanker class.
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
CurrencyConverter Utility Class
Implement the CurrencyConverter class as described below.
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
DataEncryption Utility Class
Implement the DataEncryption class as described below.
DateCalculator Utility Class
Implement the DateCalculator class as described below.
Digital Art Transformer
This question involves transforming a digital art image represented as a 2D array of grayscale pixel
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 Poster Editor
Enhance the digital poster editing experience by implementing brightness adjustment and horizontal m
Drone Flight Grid
This question simulates a drone flying over a 2D airspace grid. You will implement methods to naviga
Dynamic Shopping Cart Simulator
This question simulates an online shopping cart scenario in which you must implement methods to dyna
E-commerce Order Tracker
Manage e-commerce orders by identifying high-value orders and applying discounts to applicable order
E-commerce Review Sorter
Implement methods to sort product reviews by rating and search for a review with a specific rating.
E-commerce Transaction Validator
This question revolves around the validation of e-commerce transactions using credit card verificati
Election Results Processor
This question involves implementing an ElectionResults class to tally votes and determine the winnin
Election Vote Counter
Implement the sortCandidatesByName and searchCandidateByName methods in the VoteCounter class.
Election Vote Tally
This question involves tallying votes from multiple precincts stored in a 2D array. Implement method
Elevator Simulation
This question simulates an elevator system. The ElevatorSystem class tracks the current floor of an
Email Management System
This question involves sorting emails by date and searching for an email by its subject. You will im
Emergency Alerts Hierarchy
Design a class hierarchy for an emergency alert system.
Employee Record Finder
Sort employee records by salary and implement a binary search method to locate an employee by salary
Employee Records Search
This FRQ involves managing employee records represented as strings. You will implement methods to so
Employee Salary Calculation Hierarchy
Design a class hierarchy to compute employee salaries.
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.
EncryptionHelper Class
This question involves designing an EncryptionHelper utility class that performs simple Caesar ciphe
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 Impact Calculator
This question involves implementing an ImpactCalculator class to compute the carbon footprint of var
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 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
Exam Grader Automation
This question involves designing an ExamGrader class to automatically grade multiple choice exams ba
Farm Cluster Detector
This question requires scanning a 2D array representing a farm field to detect clusters of the same
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
Financial Portfolio Manager
This question involves designing a FinancialPortfolioManager class to track and analyze a portfolio
Financial Stock Analyzer
This question simulates analysis of stock price data. The StockAnalyzer class processes an array of
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
Flight Seating Planner
This question involves planning seating on a flight, using a 2D array to represent seat availability
Flight Status Tracker
This question involves designing a FlightStatusTracker class to monitor and report the status of var
Flood Fill Algorithm
This problem involves implementing a flood fill algorithm on a 2D grid representing an image.
Forest Fire Simulator
Implement methods to analyze forest fire spread using a grid. Identify contiguous fire clusters and
Fuel Consumption Tracker
Analyze fuel consumption readings by removing outlier values and computing the average consumption.
Game Level Map Editor
Implement the rotateLevel method in the LevelEditor class to rotate a game level map 90 degrees.
Gaming Leaderboard Management
This FRQ involves managing a gaming leaderboard. You will implement methods to sort player scores in
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
Gardening Tool Hierarchy
Design a class hierarchy for gardening tools.
Geometric Shapes Hierarchy
Design a class hierarchy for calculating the area of geometric shapes.
GeometryHelper Utility Class
Implement the GeometryHelper class as described below.
Grayscale Image Edge Finder
This question requires scanning a 2D array representing a grayscale image to detect edge pixels base
Grid Explorer Simulation
This problem simulates an explorer navigating an island grid with treasures, obstacles, and varied t
Healthcare Appointment System
This question involves managing healthcare appointments. You will implement methods to schedule appo
Hospital Floor Navigator
This question involves navigating the complex layout of a hospital floor represented as a 2D grid. Y
Hospital Patient Management
Implement the sortPatientsByName and searchPatientByName methods in the PatientManager class.
Hospital Patient Record Management
This FRQ involves processing patient waiting times in a hospital. You will implement methods to sort
Hospital Patient Wait Times
Develop a Hospital Patient Wait Times analyzer to filter critical waits and compute the average wait
House Listing
This question asks you to design a House class to model real estate listings.
HTTPStatusHelper Class
This question involves designing an HTTPStatusHelper utility class that maps HTTP status codes to th
ImageFlipper: Horizontal Flip
This question involves designing an ImageFlipper class to perform a horizontal flip on a 2D array re
ImageFlipper: Vertical Flip
This question involves extending the ImageFlipper class to include a vertical flip method. Implement
ImageTransformer: Combined Horizontal Flip and 90-Degree Rotation
This multi-part question involves designing an ImageTransformer class that performs multiple transfo
Inventory Management System
This question involves managing an inventory system. You need to implement methods that update inven
Inventory Management System
This question involves developing methods for an InventoryManager class to manage a retail store's i
Inventory Management System
Implement the sortItemsByID and searchItemByID methods in the InventoryManager class.
Inventory Manager
This question simulates inventory management in a warehouse. The Inventory class tracks items and th
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.
Library Book Inventory
Process a library's book inventory by counting overdue books and computing total overdue fines.
Library Book Management
This FRQ focuses on managing a collection of library books. You will implement methods to sort books
Library Book Search
This question focuses on designing a Library class that stores Book objects. You will implement a me
Library Book Sorter
Implement two methods to sort library books by title using Bubble Sort and Insertion Sort.
Library Item Checkout Hierarchy
Design a class hierarchy for library item checkout.
Library Item Management
Design a library item management system using inheritance. Create an abstract LibraryItem class with
Library Loan Duration Analyzer
Create a Library Loan Duration Analyzer to remove overdue loans and compute the average loan duratio
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
Library Shelf Arrangement
The LibraryShelves class manages book placements on shelves using a 2D String array, where non-empty
LibraryCard Class Design
Implement the LibraryCard class as described above.
MathUtil Class
This question involves designing a MathUtil utility class that provides several mathematical computa
MatrixOperations Class
This question involves designing a MatrixOperations utility class for performing matrix multiplicati
MazeRobot Navigation
This question involves managing a MazeRobot that navigates a 2D grid maze with obstacles. You will i
Medical Image Processor
Design methods for processing medical images by enhancing contrast and detecting anomalies.
Medical Imaging Tumor Scanner
This question requires scanning a 2D array representing an image to detect tumor regions based on pi
MedicalImage: Contrast Enhancement
This question involves designing the MedicalImage class to perform contrast enhancement on a graysca
Messaging System Interface
Design a messaging system using inheritance. Create an abstract Message class with an abstract metho
Meteorological Storm Cell Detector
This question requires scanning a 2D array of radar data to identify storm cells based on intensity
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.
MosaicMaker: Pixelation Effect
This question involves designing the MosaicMaker class to create a pixelated version of an image. Im
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
Museum Exhibit Organizer
This question involves organizing museum exhibits by their estimated age. You will implement the mer
Museum Security Patrol
This problem simulates a museum guard’s patrol through a grid representing a museum layout.
Music Playlist Hierarchy
Design a class hierarchy for music playlists.
Music Playlist Manager
This question involves managing a music playlist that is maintained in a sorted order based on song
Music Playlist Organizer
This question focuses on managing a music playlist stored in an ArrayList. You will implement a meth
MusicTrack Class Design
Implement the MusicTrack class as described above.
Ocean Floor Depth Mapping
The DepthMapper class records ocean floor depths in a 2D double array. Implement methods to determin
Ocean Pollution Detector
Analyze a 2D ocean pollution map to detect and segment polluted clusters.
OceanSimulator: Wave Distortion
This question involves designing the OceanSimulator class to simulate wave distortions on a water su
Office Temperature Monitor
Implement a method to detect potential hot zones in an office by scanning for 2x2 submatrices where
Online Course Enrollment
This FRQ deals with managing course enrollment numbers for online classes. You will implement method
Online Shopping Cart
This question involves managing an online shopping cart. You will implement methods to compute the t
Online Survey Analyzer
This question involves analyzing online survey responses. You will implement methods to compute the
Order Processor
This question involves designing an OrderProcessor class to manage online orders and calculate total
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
Parking Lot Occupancy Tracker
This question involves determining occupancy information for a parking lot represented as a 2D array
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
Personal Finance Calculator
This question involves implementing a FinanceCalculator class to compute monthly interest and cumula
PixelArt: Color Quantization
This question involves designing the PixelArt class to perform color quantization on an image. Imple
PolynomialEvaluator Utility Class
Implement the PolynomialEvaluator class as described below.
Product Class Design
Implement the Product class as described above.
Product Price Sorter
Design and implement two sorting methods to order a list of products by price.
Product Pricing Sorter
This question involves sorting product objects by price using two distinct sorting algorithms: selec
Product Review Analyzer
This question involves analyzing product reviews by sorting them based on ratings. You will complete
Public Transportation Scheduler
This question requires you to write methods to compute bus wait times for public transportation. You
QR Code Processor
Implement methods for processing QR code images by reducing noise and flipping the code vertically.
Real Estate Analyzer
This question involves implementing a RealEstateAnalyzer class to compute the average property price
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
Recycling Center Material Sorter
Implement the sortMaterialsByType and searchMaterialByType methods in the MaterialSorter class.
Restaurant Table Reservation Grid
The ReservationSystem class uses a 2D boolean array to represent table reservations in a restaurant,
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 Product Pricing
Design a retail product pricing system using inheritance. Create an abstract Product class with an a
Retail Store Sales Matrix Analysis
The SalesAnalyzer class manages sales data in a retail store using a 2D integer array, where each ro
Ride Sharing App Matching System
This question involves designing a RideShareMatcher class that matches riders with nearby drivers us
Robot Navigation Simulator
This question involves designing a RobotNavigator class that simulates movement in a grid and determ
Robot Task Performance Hierarchy
Design a class hierarchy for robots performing various tasks.
Robot Vacuum Cleaner
This problem simulates a robot vacuum cleaner navigating and cleaning a room represented as a grid.
Score Analyzer
This question involves implementing the ScoreAnalyzer class to compute average scores and count the
Security Camera Image Analyzer
Implement the autoEnhance method in the SecurityCameraProcessor class to adjust brightness and contr
Sensor Data Filter
Filter sensor readings by removing values below a specified threshold.
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 designing an EnergyMonitor class that processes smart home energy usage data
Smart Home Energy Monitor
This question involves developing a smart home energy monitor that computes energy consumption. Impl
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 Feed Filter
This question involves processing social media posts using an ArrayList. You will implement methods
Social Media Post
This question asks you to design a SocialMediaPost class to represent posts on a social media platfo
Social Media Post Scheduler
This question involves designing a PostScheduler class to manage the scheduling of social media post
Social Media Post Scheduler
This question involves scheduling social media posts. You will implement methods for scheduling indi
Social Media Post Summaries
Design a social media content system using inheritance. Create an abstract Post class with an abstra
Sports Equipment Hierarchy
Design a class hierarchy for modeling sports equipment usage.
Sports Statistics Tracker
This FRQ involves tracking sports statistics for a player. You will implement methods to sort game p
Sports Team Player Evaluation
Develop a sports team player evaluation system using inheritance. Create an abstract Player class wi
Sports Team Ranking
This question involves ranking sports teams by their number of wins. You will implement the selectio
Sports Tournament Scheduler
Design a Sports Tournament Scheduler to update team points and determine the top team.
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
Stock Market Analyzer
This question involves designing a MarketAnalyzer class that processes daily stock prices and uses s
Stock Market Trend Analyzer
This question involves analyzing stock price data using advanced array manipulation techniques. You
StringParser Utility Class
Implement the StringParser class as described below.
Student Grade Analyzer
This question involves designing a StudentGradeAnalyzer class to process student scores. You will im
Student Grades Analyzer
Analyze student grades using an ArrayList by computing the average and filtering failing grades.
Student Grades Sorting
This FRQ involves processing a list of student exam scores. You will implement methods to sort score
Student Record System
This question simulates the management of student records. The StudentRecords class maintains parall
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.
TeamStats
Implement methods to sort sports teams by their win-loss records and search for a team by name.
Temperature Data Analyzer
Develop a Temperature Data Analyzer that manipulates an array of temperature readings.
TemperatureConverter Utility Class
Implement the TemperatureConverter class as described below.
Ticket Booking System
This question simulates a seat booking system for events. The TicketBooking class manages a two-dime
TimeConversion Class
This question involves designing a TimeConversion utility class that converts between seconds and HH
Tissue Culture Growth Simulation
This problem involves simulating the growth of tissue culture on a grid over time.
Traffic Congestion Zone Detector
This question requires scanning a 2D array representing traffic densities to count contiguous zones
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 Timing
This question involves implementing a TrafficLightController class to manage traffic light state cha
Traffic Monitoring System
Develop methods to sort traffic data by vehicle speed and search for a vehicle with a specific speed
Traffic Signal Controller
This question simulates a traffic signal controller. The TrafficSignal class cycles through signal s
Traffic Simulator
This question involves designing a TrafficSimulator class to model and simulate traffic flow on a gr
Traffic Violation Record Search
Implement the sortRecordsByLicensePlate and searchRecordByLicensePlate methods in the ViolationRecor
TrafficMap: Route Highlighter
This question involves designing the TrafficMap class to highlight a route on a city grid represente
TrainTicket Class Design
Implement the TrainTicket class as described above.
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
This question asks you to design a TravelItinerary class to represent a planned travel schedule.
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.
UnitConverter Utility Class
Implement the UnitConverter class as described below.
University Course
This question asks you to design a UniversityCourse class to represent a course offered at a univers
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 Zoo Habitat Enclosure
This question involves analyzing animal species within a virtual zoo's habitat, represented as a 2D
Virus Spread Simulation
This question simulates the spread of a virus over a series of days. You will implement methods to p
Warehouse Inventory Manager
Develop a Warehouse Inventory Manager to remove out-of-stock items and compute the average stock lev
Warehouse Pallet Organizer
Develop methods to organize and sort warehouse pallets by weight using selection sort and merge sort
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 involves analyzing weather data represented as a 2D array of temperature readings. You
Weather Data Analyzer
This question simulates analyzing daily weather data. The WeatherAnalyzer class processes an array o
Weather Data Analyzer
Implement methods to process weather station data by sorting stations by temperature and searching f
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
Weather Station Data Processor
This question requires you to process temperature data from a weather station using arrays. You will
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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