The key difference in approach between Merge Sort and Quick Sort lies in how they divide and conquer. Merge Sort divides the array into smaller subarrays, sorts them, and then merges them back together. Quick Sort, on the other hand, selects a pivot element and partitions the array into two subarrays, which are then sorted independently. Merge Sort is not an in-place sorting algorithm, while Quick Sort typically is.

In Java, the boolean data type can only have two possible values: true or false. These values represent binary logic where true means "yes" or "on," and false means "no" or "off." It is essential to understand the fundamental concept of boolean data type for conditional expressions and logical operations in Java.

In Java, when you mark a class constructor as private, it prevents the class from being instantiated from outside the class, effectively restricting the creation of objects. Abstract classes can't be instantiated directly, but this is not the primary means of restriction. The final keyword prevents subclassing but doesn't restrict object creation. A singleton pattern controls object creation, but it's not the typical way to restrict a class.

Using += for string concatenation in a loop can have a significant impact on memory usage and performance. It creates a new string object in each iteration, leading to increased memory consumption and reduced performance, especially for large-scale operations. It is not optimized by the Java compiler, unlike using StringBuilder, which is more efficient for concatenating strings in a loop.

When a thread acquires a lock for a synchronized method, it blocks the entry of other threads for all synchronized methods in the same object or class. This means that while one thread is inside a synchronized method, other threads attempting to enter any synchronized method of the same object or class will be blocked until the lock is released by the executing thread. This ensures exclusive access to synchronized methods, preventing data corruption in multi-threaded scenarios.

In JDBC, the close() method should be used to release the resources held by a Statement object immediately. This method should be called when you're done using a Statement to free up resources, like database connections and memory. The other options do not serve this purpose.

Byte stream classes in Java are used for handling binary data. The correct options are FileInputStream and FileOutputStream, as they are used to read and write binary data to files. FileReader and Reader are character stream classes used for reading text data, not binary data.

In Java 8, interfaces were enhanced to support default methods, which provide a default implementation. The key difference between an abstract class and an interface is that an abstract class can have both abstract and concrete methods, whereas an interface can only have abstract methods. This allows for multiple inheritance of behavior through interfaces while maintaining the ability to inherit state through abstract classes.

Bubble Sort is a simple sorting algorithm that repeatedly steps through the list to be sorted, compares adjacent elements, and swaps them if they are in the wrong order. It is known for its simplicity but is less efficient than other sorting algorithms like Quick Sort and Merge Sort in terms of time complexity.

Lambda expressions in Java can generate additional objects, known as "captured variables" or "closure instances." These objects may lead to more frequent Garbage Collection, as they are subject to memory management. However, Java's Garbage Collection system is designed to efficiently handle short-lived objects, so the impact is often minimal. Understanding this impact is essential for optimizing memory usage in applications that heavily use Lambdas.