I just got bit by using .clone() on my 2d boolean array, thinking that this was a deep copy.
How can I perform a deep copy of my boolean[][] array?
Should I loop through it and do a series of System.arraycopy's?
Yes, you should iterate over 2D boolean array in order to deep copy it. Also look at java.util.Arrays#copyOf methods if you are on Java 6.
I would suggest the next code for Java 6:
public static boolean[][] deepCopy(boolean[][] original) {
    if (original == null) {
        return null;
    }
    final boolean[][] result = new boolean[original.length][];
    for (int i = 0; i < original.length; i++) {
        result[i] = Arrays.copyOf(original[i], original[i].length);
        // For Java versions prior to Java 6 use the next:
        // System.arraycopy(original[i], 0, result[i], 0, original[i].length);
    }
    return result;
}
 
    
    In Java 8 this can be accomplished as a one-liner using lambdas:
<T> T[][] deepCopy(T[][] matrix) {
    return java.util.Arrays.stream(matrix).map(el -> el.clone()).toArray($ -> matrix.clone());
}
 
    
    I'm a fan of the Arrays utility. It has a copyOf method that will do a deep copy of a 1-D array for you, so you'd want something like this:
//say you have boolean[][] foo;
boolean[][] nv = new boolean[foo.length][foo[0].length];
for (int i = 0; i < nv.length; i++)
     nv[i] = Arrays.copyOf(foo[i], foo[i].length);
 
    
    I've managed to come up with a recursive array deep copy. It seems to work pretty well even for multi dimensional arrays with varying dimension lengths e.g.
private static final int[][][] INT_3D_ARRAY = {
        {
                {1}
        },
        {
                {2, 3},
                {4, 5}
        },
        {
                {6, 7, 8},
                {9, 10, 11},
                {12, 13, 14}
        }
};
Here is the utility method.
@SuppressWarnings("unchecked")
public static <T> T[] deepCopyOf(T[] array) {
    if (0 >= array.length) return array;
    return (T[]) deepCopyOf(
            array, 
            Array.newInstance(array[0].getClass(), array.length), 
            0);
}
private static Object deepCopyOf(Object array, Object copiedArray, int index) {
    if (index >= Array.getLength(array)) return copiedArray;
    Object element = Array.get(array, index);
    if (element.getClass().isArray()) {
        Array.set(copiedArray, index, deepCopyOf(
                element,
                Array.newInstance(
                        element.getClass().getComponentType(),
                        Array.getLength(element)),
                0));
    } else {
        Array.set(copiedArray, index, element);
    }
    return deepCopyOf(array, copiedArray, ++index);
}
EDIT: Updated the code to work with primitive arrays.
 
    
    Yes, that's the only way to do it. Neither java.util.Arrays not commons-lang offer deep copy for arrays.
 
    
    You can iterate over this array and perform a series of calls of Arrays.copyOf method:
boolean[][] arr1 = {{true, true}, {false, true}};    // original array
boolean[][] arr2 = Arrays.copyOf(arr1, arr1.length); // shallow copy
boolean[][] arr3 = Arrays.stream(arr1)               // deep copy
        .map(arr -> Arrays.copyOf(arr, arr.length))
        .toArray(boolean[][]::new);
arr1[0][0] = false;
System.out.println(Arrays.deepToString(arr1)); // [[false, true], [false, true]]
System.out.println(Arrays.deepToString(arr2)); // [[false, true], [false, true]]
System.out.println(Arrays.deepToString(arr3)); // [[true, true], [false, true]]
Or you can call Object.clone method:
boolean[][] arr3 = Arrays.stream(arr1)
        .map(boolean[]::clone)
        .toArray(boolean[][]::new);
Or you can create a generic method for this purpose:
static <T> T[][] deepCopy(T[][] matrix) {
    return Arrays.stream(matrix)
            .map(arr -> arr.clone())
            .toArray(s -> matrix.clone());
}
See also: Why does Array.copyOf() mutate the original array in case of 2D Arrays?
Here's a reflective example using java.lang.reflect.Array which is more robust and a bit easier to follow. This method will copy any array, and deeply copies multidimensional arrays.
package mcve.util;
import java.lang.reflect.*;
public final class Tools {
    private Tools() {}
    /**
     * Returns a copy of the specified array object, deeply copying
     * multidimensional arrays. If the specified object is null, the
     * return value is null. Note: if the array object has an element
     * type which is a reference type that is not an array type, the
     * elements themselves are not deep copied. This method only copies
     * array objects.
     *
     * @param  array the array object to deep copy
     * @param  <T>   the type of the array to deep copy
     * @return a copy of the specified array object, deeply copying
     *         multidimensional arrays, or null if the object is null
     * @throws IllegalArgumentException if the specified object is not
     *                                  an array
     */
    public static <T> T deepArrayCopy(T array) {
        if (array == null)
            return null;
        Class<?> arrayType = array.getClass();
        if (!arrayType.isArray())
            throw new IllegalArgumentException(arrayType.toString());
        int length = Array.getLength(array);
        Class<?> componentType = arrayType.getComponentType();
        @SuppressWarnings("unchecked")
        T copy = (T) Array.newInstance(componentType, length);
        if (componentType.isArray()) {
            for (int i = 0; i < length; ++i)
                Array.set(copy, i, deepArrayCopy(Array.get(array, i)));
        } else {
            System.arraycopy(array, 0, copy, 0, length);
        }
        return copy;
    }
}
