
Problem Statement
Given the binary string representation s
of an integer, the task is to determine how many operational steps are required to reduce the value represented by s
to 1
. The operations involved adhere to specific rules based on the parity (even or odd nature) of the current integer:
- For an even-valued integer, the operation is a division by
2
, effectively shifting its binary representation to the right by one position. - For an odd-valued integer, the integer is first incremented by
1
, potentially converting it to an even number, implying a subsequent division operation in the next step.
These rules guarantee a finite number of steps to eventually reach the integer value 1
, irrespective of the initial binary string s
.
Examples
Example 1
Input:
s = "1101"
Output:
6
Explanation:
"1101" corressponds to number 13 in their decimal representation. Step 1) 13 is odd, add 1 and obtain 14. Step 2) 14 is even, divide by 2 and obtain 7. Step 3) 7 is odd, add 1 and obtain 8. Step 4) 8 is even, divide by 2 and obtain 4. Step 5) 4 is even, divide by 2 and obtain 2. Step 6) 2 is even, divide by 2 and obtain 1.
Example 2
Input:
s = "10"
Output:
1
Explanation:
"10" corresponds to number 2 in their decimal representation. Step 1) 2 is even, divide by 2 and obtain 1.
Example 3
Input:
s = "1"
Output:
0
Constraints
1 <= s.length <= 500
s
consists of characters '0' or '1's[0] == '1'
Approach and Intuition
The solution to the problem is inherently iterative, driven by sequential operations that adapt based on the current value's evenness or oddness, and it can be approached as follows:
Convert the binary string to a number: Start by converting the binary string
s
to an actual integer to make the operations of division and addition computationally feasible.Initialize the step counter: Establish a counter to keep track of the number of operations performed to transform the number down to
1
.Iterative reduction until 1 is reached:
- If the number is even, which means its binary form ends in
0
, right-shift the number by1
, effectively dividing it by2
. - If the number is odd, ending in
1
in binary, increment the number by1
(making it even) so that the subsequent operation would be a division.
- If the number is even, which means its binary form ends in
Loop until the number equals 1: Conduct the above checks and operations in a loop until the number is reduced to
1
. With each iteration, increment the step counter to reflect the operation just taken.Edge Case - Directly
1
: Check if the given binary strings
is directly"1"
, and if so, return0
as no operations are needed.
This approach employs simple arithmetic and binary operations, leveraging the properties of numbers in binary form to efficiently determine the number of steps needed for reduction. As per the constraints, this method works efficiently even for large binary numbers up to lengths of 500.
Solutions
- C++
- Java
- Python
class Solution {
public:
int stepsToReduce(string binary) {
int length = binary.length();
int stepCount = 0;
int extra = 0;
for (int j = length - 1; j > 0; j--) {
if (((binary[j] - '0') + extra) % 2) {
stepCount += 2;
extra = 1;
} else {
stepCount++;
}
}
return stepCount + extra;
}
};
This solution focuses on the problem of counting the number of steps required to reduce a binary number to one, using a C++ function. The function, stepsToReduce
, takes a binary string as input and calculates the number of steps involved.
- Start by determining the length of the binary string.
- Initialize variables,
stepCount
for keeping track of the total steps andextra
to manage cases when an operation on the binary string results in a carry over. - Iterate through the binary string in reverse (excluding the last bit since the goal is to reduce it to one bit), adjusting the steps needed based on whether bits are odd or even, considering the extra carry over if applicable.
- If a bit plus the
extra
(i.e.,binary[j] - '0' + extra
) is odd, it indicates a '1' bit. Two steps are needed: one for increment (causing a carry bit interference) and another for the actual sum operation, incrementing thestepCount
by two and settingextra
to 1. - If not, just increase the
stepCount
by one (for the division or removal of the last 0 bit).
- If a bit plus the
- Finally, add any remaining
extra
to thestepCount
. - The function returns the total number of steps (
stepCount + extra
), representing the count from the input binary to reduce to '1'.
Effectively, this function leverages bitwise operations and control flow to calculate the minimal steps required by simulating the process of binary reduction through basic arithmetic and binary operations.
public class Solution {
public int countSteps(String binaryStr) {
int length = binaryStr.length();
int stepCount = 0;
int overflow = 0;
for (int i = length - 1; i > 0; i--) {
int value = Character.getNumericValue(binaryStr.charAt(i)) + overflow;
if (value % 2 == 1) {
stepCount += 2;
overflow = 1;
} else {
stepCount++;
}
}
return stepCount + overflow;
}
}
The provided Java program aims to calculate the number of steps required to reduce a number in binary representation to one. Here's how the solution works:
- Start by determining the length of the binary string.
- Initialize
stepCount
to count each transformation step andoverflow
to handle carrying during step calculations. - Iterate through the string from the last character to the first (ignoring the first since you reduce the number to one), converting each character to its numeric value and adjusting by the current
overflow
. - For each iteration:
- If the sum of the digit and
overflow
is odd (i.e., the binary digit is 1 and anoverflow
is added), incrementstepCount
by two and setoverflow
to 1 to account for the additional steps needed to handle binary carry over during the subtraction step. - For even sums, simply increment
stepCount
, as no carrying over is required.
- If the sum of the digit and
Return the final stepCount
including any residual overflow
, which indicates the total operations needed to transform the input binary string to '1'.
This algorithm efficiently combines loop iteration and conditional checks to minimize the operations and accurately reflect the steps needed in binary subtraction and conversion processes.
class Solution:
def countSteps(self, binary_string: str) -> int:
string_length = len(binary_string)
step_count = 0
overflow = 0
for index in range(string_length - 1, 0, -1):
current_digit = int(binary_string[index]) + overflow
if current_digit % 2 == 1:
step_count += 2
overflow = 1
else:
step_count += 1
return step_count + overflow
The Python function countSteps
is designed to compute the number of steps required to reduce a number, given in its binary representation, to one. The solution employs a direct approach that iterates backward from the least significant bit (rightmost) to the most significant bit (leftmost) of the binary string. Here's a succinct breakdown of how the solution works:
Initialize
step_count
to count each operation andoverflow
to handle cases where a binary addition carries over.Iterate over the binary string's characters in reverse order (omitting the most significant bit for now):
- Convert the current bit and the overflow to an integer,
current_digit
. - Determine operations based on the value of
current_digit
:- If
current_digit
is odd, it indicates a '1' that needs two operations: increment to introduce a carry and a subsequent division by two. Thus, incrementstep_count
by two and setoverflow
to 1 for the next bit. - If
current_digit
is even, only a division operation is needed; thus, incrementstep_count
by one.
- If
- Convert the current bit and the overflow to an integer,
After processing all bits, add any remaining
overflow
tostep_count
since it represents a final increment operation which is needed to nullify the overflow.
By the time the loop exits, step_count
will store the total operations needed to reduce the binary number to one. This approach leverages bit manipulation tricks and is efficient in cases where binary representation is directly dealt with. It calculates the minimal steps effectively by simulating each essential operation on the binary number.
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