Merge sort demonstrates _______ behavior, making it a suitable choice for sorting large datasets.
- Backtracking
- Divide-and-conquer
- Dynamic programming
- Greedy
Merge sort demonstrates divide-and-conquer behavior, as it recursively breaks down the sorting problem into smaller sub-problems, making it efficient for handling large datasets.
The A* search algorithm uses a _______ function to estimate the cost of reaching the goal from a given state.
- Admissible
- Cost
- Heuristic
- Informed
A* utilizes a heuristic function to estimate the cost of reaching the goal from a given state. This heuristic guides the search by providing an informed guess about the remaining cost, helping A* prioritize paths likely to lead to the optimal solution efficiently.
Choosing the right _______ strategy can significantly impact the performance of the Ford-Fulkerson algorithm.
- Flow augmentation
- Initialization
- Residual graph
- Vertex selection
Choosing the right flow augmentation strategy is crucial in the Ford-Fulkerson algorithm. This strategy determines how much flow can be added to the current flow in each iteration, affecting the overall algorithm performance. Different augmentation strategies may lead to different convergence rates and efficiency.
The coin change problem involves finding the minimum number of _______ needed to make a particular _______.
- Coins, value
- Ways, denomination
- Steps, target
- Moves, sum
The correct option is "Coins, value." The coin change problem revolves around determining the minimum number of coins needed to reach a specific target value. The key elements are the types of coins (denominations) available and the target value to achieve.
In the context of WAN optimization, ____ balancing refers to distributing traffic across multiple network paths.
- Load
- Traffic
- Path
- Link
In the context of WAN optimization, load balancing refers to distributing traffic across multiple network paths.
EtherChannel can be configured using which of these methods?
- DHCP (Dynamic Host Configuration Protocol)
- NAT (Network Address Translation)
- RIP (Routing Information Protocol)
- Static configuration
EtherChannel can be configured using static configuration methods, where administrators manually define the channel configuration.
In cloud computing, ________ is a method used to minimize the risk of data loss and downtime by distributing copies of data across multiple data centers.
- Load Balancing
- Redundancy
- Encryption
- Virtualization
Redundancy in cloud computing involves distributing copies of data across multiple data centers, minimizing the risk of data loss and downtime.
What does regular expression matching involve?
- Identifying the smallest element in a collection.
- Matching patterns in text using a sequence of characters and metacharacters.
- Randomly rearranging elements for pattern recognition.
- Sorting elements in a list based on a predefined order.
Regular expression matching involves identifying patterns in text using a sequence of characters and metacharacters. These patterns can represent specific sequences, characters, or conditions, enabling powerful text searching and manipulation.
How does the concept of recursion relate to the implementation of binary search?
- Recursion involves breaking a problem into subproblems and solving them. Binary search naturally lends itself to recursion because it repeatedly solves a smaller instance of the same problem.
- Recursion is not applicable to binary search
- Recursion is only used in iterative algorithms
- Recursion is used in sorting algorithms
The concept of recursion aligns well with binary search. The algorithm repeatedly divides the array into halves, creating a recursive structure. Each recursive call works on a smaller portion of the array until the target is found or the base case is met.
The Fibonacci sequence is defined by the recurrence relation F(n) = F(n-1) + F(n-2), where F(n) represents the _______ Fibonacci number.
- 1st
- 2nd
- 3rd
- 4th
In the recurrence relation F(n) = F(n-1) + F(n-2), F(n) represents the (n)th Fibonacci number, the sum of the two preceding numbers in the sequence. So, it represents the 2nd Fibonacci number in this context.
The in-place nature of Insertion Sort makes it suitable for sorting _______ data structures.
- Hash Tables
- Linked Lists
- Priority Queues
- Trees
The in-place nature of Insertion Sort makes it suitable for sorting linked lists. Since it only requires constant extra memory space, it's advantageous for scenarios where memory allocation is a concern.
Describe the process of sorting an array using Insertion Sort step by step.
- Build the sorted array one element at a time
- Divide the array into subarrays for sorting
- Multiply each element by a random factor
- Swap elements until the smallest is at the end
The Insertion Sort process involves building the sorted array one element at a time. Each iteration takes an element from the unsorted part and inserts it into its correct position in the sorted part, shifting other elements accordingly.