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The LCS problem is a classic problem of dynamic programming, and it is also considered an entry problem. The goal is to require the longest common substring of two strings. For example the following two strings:
string 1:abcbdab
string 2:bdcaba
So, their longest common subsequence is BCBA. Note that the longest common subsequence is not the longest public string, the longest public string in Leetcode seems to have such a problem, with the method of brute force can be calculated in a very short p
This article simply draws a chessboard, through the input coordinates (format example: 3,4) to play chess, then is the Victory judgment algorithm. My first algorithm will be the array of cross-border problems, that is, when the chess pieces on the side of the most side of the array will appear on the side of the exception, and then changed the big change, solve the problem. The following is the correct code
Please cherish small compilation of labor results, the article for the small series of original, reproduced please indicate the source.
Scan (SCAN) scheduling algorithm: Always start from the current position of the magnetic arm, along the direction of the movement of the arm to select the closest to the current boom of the cylinder visitors. If there is no request to access along the direction of the magnetic arm, the direction of movement of the ma
In the field of pattern recognition, the nearest neighbor Method (KNN algorithm and K-nearest neighbor algorithm ) is the method to classify the closest training samples in the feature space.
The nearest neighbor method uses the vector space model to classify, the concept is the same category of cases, the similarity between each other is high, and can be calculated with a known category of cases of similar
This LZ and you share the last two algorithms of GC, the replication algorithm and the tagging/finishing algorithm. As mentioned in the previous chapter on the marking/elimination algorithm, both of these algorithms evolve on this basis, and what are the two algorithms that optimize the previous tagging/removal algorithms?
Replication
Rplace.cTitle: Assume that the string "Qwer TYUBFG hsdf jjhg" exists, and that the string has a large enough space-writing algorithm to replace the space characters with "%20".Requirements: Time complexity: O (n), spatial complexity: S (1).Algorithm Analysis:To achieve a time complexity of O (n), a loop must be used, and the loop control is controlled by the array length n, which can be used multiple loops.
You must be able to read it. Algorithm base Book code example based on Python more than 400 diagrams, a vivid introduction to the implementation of the algorithm to show the advantages and disadvantages of the performance of different algorithms teach you to use common algorithms to solve daily problems faced by the actual programming
This book is easy to understand, there is no big span of thinking jump,
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1.The distance vector routing algorithm (Distance vector ROUTING,DV) is the first routing algorithm used on the ARPANET network, also known as Bellman-ford routing algorithm and Ford-fulkerson algorithm, mainly in RIP (route Information Protocol) protocol. Cisco's IGRP and EIGRP routing protocols are also using DV as a
The planar region filling algorithm is an important algorithm in the field of computer graphics, where the region fill gives the boundary of a region (or it can be without boundary, but gives the specified color), and requires that all pixel elements within the boundary range be modified to the specified color (or pattern fill). The most commonly used in area filling is the polygon fill, in this paper we di
Concept
In statistical calculations, the maximal expectation (EM) algorithm is the algorithm for finding the maximum likelihood or maximum posteriori estimation of a parameter in the probability (probabilistic) model, where the probabilistic model relies on the invisible hidden variable (latent Variable).
Maximum expectations are often used in the field of data clustering for machine learning and computer v
One: Prim algorithm1. OverviewPrimm algorithm (prim algorithm). An algorithm in graph theory. The smallest spanning tree can be searched in weighted connected graphs. This is the tree formed by the subset of edges that the algorithm searches for. Contains not only all the vertices in the connected graph (English: Verte
Kruskal algorithm and prim algorithm of minimum spanning treeDepending on the depth-first traversal and breadth-first traversal of the graph, all vertices can be connected with the fewest edges, and no loops are formed. This tree structure, which joins all vertices and the path is unique, is called a spanning tree or an extension tree. In practice, the weights and minimums of all sides of the spanning tree
First, merge Sort methodMerge sort is an efficient or relatively high algorithm. The divide-and-conquer approach is often used as a solution to this problem, and today's popular cloud computing is in fact a sort of application of the divide-and-conquer approach.The so-called division of the Law, the literal interpretation is "divide and conquer", is to divide a complex problem into two or many other similar or similar sub-problems, until the last sub-
K-Nearest-neighbor algorithm for machine learning (KNN algorithm)
first, the conceptK-Nearest Neighbor algorithm is a simple machine learning method based on the distance between different eigenvalues. This paper simply introduces the next KNN algorithm and uses it to realize handwritten digit recognition.
working pr
Learning the basics of algorithmic design and analysis, exercise 2.4 5th asks to design a non-recursive algorithm for Hanoi games.Think, not the solution. After reading the answer tips:If you can't, don't be depressed: the non-recursive algorithm of this problem is not complicated, but it is not easy to find. As a consolation, you can find answers on the internet.Well, the words are so straightforward, so B
Introduction:
Consistent hashing algorithm a distributed hash (DHT) implementation algorithm, proposed by MIT in 1997, aims to solve the hot spot problem in the Internet, the original intention and carp very similar. Consistent hashing fixes the problem with the simple hashing algorithm used by Carp, which allows distributed hashing (DHT) to be truly applied in
Dijkstra algorithmThe Dijkstra (Dijkstra) algorithm is a typical single-source shortest path algorithm that calculates the shortest path of a node to all other nodes. The main feature is to extend from the center of the starting point to the outer layer until it expands to the end point.Floyd algorithmThe Floyd algorithm is a classical dynamic programming
D1,D2,D3 is a subset of samples of young, middle-aged and old age, respectively.
Age-Conditional information gain is
Information gain with work
Have information about the house gain
Information gain on credit conditions
Finally, the information gain value of each feature is compared, and the information gain value of its own house is maximal for the characteristic A3, so the feature A3 is chosen
(A book "Programmer's Practical Algorithm" (Andrew Binstock/john Rex), the Internet has a Chinese electronic version, but recommended to buy a genuine, this is a classic book. )
1. Overview
The sorting algorithm is the most basic algorithm in the computer technology, and many complex algorithms use the sort. Although all sorts of sorting algorithms have been enc
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