# cycle finding algorithm

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### Find an algorithm with a time complexity of O (MN) for the smallest circle in the graph

Find an algorithm with a time complexity of O (MN) for the smallest circle in the graphThis paper presents an algorithm for finding an O (MN) time complexity of the smallest forward loop in a forward graph with a n-point M-bar and no negative-length-

### Computing Algorithm time and space complexity

1. Time Complexity (1) Time Frequency the time required for executing an algorithm cannot be calculated theoretically. You must run the test on the computer before you can understand it. However, it is impossible and unnecessary for us to test each

### Dijkstra algorithm: Finding the shortest path to all the points in the map

Dijkstra algorithm is introduced: the Dijkstra algorithm, which is the shortest path algorithm from one vertex to the other, solves the problem of the shortest path in the graph. The main feature of the Dijkstra algorithm is to extend the center of

### A binary lookup algorithm for finding duplicate elements

A binary lookup algorithm for finding duplicate elementsBinary search Algorithm idea: Also known as binary lookup, two-point lookup is suitable for a sorted set of data to find. Suppose you have an ascending data set that finds the most intermediate

### [Original] proof of correctness of the scanning algorithm for finding the intersection of two sorted Arrays

When reading "Introduction to Information Retrieval", I saw the implementation of this algorithm. It is used to demonstrate how to calculate the intersection of the inverted list of two terms. The pseudocode is as follows: Intersect(P1, P2) 1 answer

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### Sorting and finding

11th Chapter Sort and find The concept of algorithms An algorithm (algorithm) is a series of steps that convert a set of inputs into a set of outputs, each of which must be completed within a limited time. For example, a group of

### Machine learning Algorithm Basic Concept Learning Summary (reprint)

Source: lantian0802 's Columnblog.csdn.net/lantian0802/article/details/38333479　　OneBasic Concepts　　1, 10 percent cross-validation, English name is 10-fold cross-validation, used to test the accuracy of the algorithm. is a common test method. Divide

### Learning Summary of basic concept of machine learning algorithm

Transferred from: http://blog.csdn.net/lantian0802/article/details/383334791. Basic Concepts:(1) 10 percent cross-validation: The English name is 10-fold cross-validation, which is used to test the accuracy of the algorithm. is a common test method.

### Data structure and algorithm notes-Introduction

Data structure and algorithm notes-Introduction1. What is calculation2. Reference to evaluate the merits of DSA (ruler)3. Scale (scale) to measure DSA performance4. Methods of performance metrics for DSA5. Design and optimization of DSA performanceX1

### A rigorous proof of an algorithm for finding the minimum number of interchanges is strictly proof, not taken for granted

Problem Description:There is an array of 1~n, but this sequence has been scrambled to order, if we just "exchange any two elements", then to implement the elements from the 1~n order, "the minimum number of exchanges?" ”Solution process:First of all,

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