algorithms 4th edition

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Algorithm (4th edition) -1.4.10 Outlook

Summary: This section summarizes two major errors in the field of programming.Focus:1. Common error One: too much attention to the performance of the program.· Often reduces productivity because it produces complex and difficult-to-understand code· If the benefits of reducing costs are not obvious, then the improvement of the operating time is not worth2. Common error Two: completely ignore the performance of the program.· Wasted a lot of time3. Improving the process to make it clearer, more eff

Algorithm (4th edition) -1.4.8 processing dependency on input

Summary: Title.Focus:1. An effective way to handle dependencies on input:· More careful modeling of inputs processed by the problem we are addressing· Guaranteed performance for worst-case scenariosThe worst case scenario in a computer system is a very real concern, because the input of the program may come from another (possibly malicious) user rather than the nature. For example, a Web site that does not provide a performance assurance algorithm is not able to withstand a denial of service att

Algorithm (4th edition)-2.2 merge sort

for(inti = 1; i ) if(Less (A[i], a[i-1]))return false; return true; } Public Static voidMain (string[] args) {//reads strings from standard input, sorts them, and outputsString[] A =in.readstrings (); Sort (a); assertissorted (a); Show (a); }}Mergebu1. The first thing we do is 22 merge (think of each element as an array of size 1), then 44 merge (two arrays of 2 size into an array of 4 elements), then 88 merge, go on. In each merge, the second sub-array of the l

Algorithm (4th edition)-2.5 applications

2.5.1 sorting all sorts of data· Trading Services· Pointer sort· Immutable keys· Cheap Exchange.· Multiple sorting methods· Multi-key Array· Using the comparator to implement a priority queue· Stability: Ability to preserve the relative position of repeating elements in an arrayStabilize: Insert Sort, merge sortInstability: Select Sort, Hill sort, quick sort, heap sort2.5.2 What sort algorithm should I use1. Fast sorting is the fastest general-purpose sorting algorithm.2. Sort the raw type data:

Algorithm (4th edition) -1.4.7 considerations

Summary: Title.Focus:1. The following points are noted:· Large constantWe need to be sensitive to the possible large constants.· Non-deterministic inner loopThe assumption that the inner loop is the determinant is not always correct.· Instruction timeIt is not always correct to assume that the time required for each instruction execution is always the same.· System factorsA garbage collector or a JIT compiler, or a download being made from the Internet, can greatly affect the results of the expe

Algorithm (4th Edition) -1.4.3 mathematical model

sometimes the input model) determines the order of magnitude of growth.Separating the algorithm from the specific implementation on a computer is a powerful concept because it is our knowledge of algorithmic performance that can be applied to any computer.8. We used a cost model to evaluate the nature of the Algorithm.This model defines the basic operations in the algorithm we are studying.For example, the cost model for 3-sum problems is the number of times we access array Elements.The role of

"Thinking in Java 4th Edition" Reading notes 1.1 abstract process

Q: What is Object-oriented? What is the difference from a process-oriented one?A: Object-oriented: The problem-oriented space, based on the abstraction of the problem;Process oriented: The solution space, based on the computer structure to abstract;Five basic features of OOP:1) All things are objects.ExplainYou can extract any conceptualization artifacts that you want to solve for a problem and represent them as objects in your program.2) programs are collections of objects that they communicate

C + + Primer plus Sixth Edition programming Exercise---Chapter 4th composite types

1.#include int main (int argc, char* argv[]){Char firstname[50] = {0};Char lastname[50] = {0};char grade;int age;Std::cout Std::cin.getline (FirstName, 49);Std::cout Std::cin.getline (LastName, 49);Std::cout Std::cin >> grade;Std::cout Std::cin >> age;Std::cout Std::cout Std::cout return 0;}C + + Primer plus Sixth Edition programming Exercise---Chapter 4th composite types

C + + Primer (4th edition)-Study notes-part 3rd: Classes and Data abstraction

the built-in logical and, logical, or comma operators are not guaranteed to be evaluated. Class members and non-member overloaded operatorsOverloaded unary operator If there is no (explicit) parameter as a member function, there is a formal parameter as a non-member function. Similarly, the overloaded two-tuple operator has a formal parameter when defined as a member, and two parameters when defined as a non-member function. The principle of setting an operator to a class member or a no

C + + Primer (4th edition)-Study notes-Part 4: Object-oriented programming and generic programming

set to friend. Set a function template as FriendTemplate std::ostream operatorTemplate Friend Class queueNeeds access to item and nextFriend std::ostreamoperator// ...};Template Needs access to headFriend std::ostreamoperator}; Member templatesAny class (template or non-template) can have itself as a member of a class template or function template, a member of which is called a member template, and the member template cannot be virtual. Defining member templates outside of a classWhen a m

Pro ASP. NET MVC 4, 4th edition Reading Note---part (1) DI

(Type servicetype) in { - returnkernel. GetAll (servicetype); to } + - Private voidaddbindings () the { *Kernel. Bind(); $ //Create binding with property valuePanax NotoginsengKernel. Bind"discountsize", 50m); - the //Binding When specific condition happened +Kernel. Bind() A. Wheninjectedinto(); the } + } -}View CodeInject Resolver into Global.asaxprotected void Application_Start () {

C + + Programming (4th edition) Reading notes _ basic knowledge

Assigning values to variablesThe commonly used variable assignment is to use "=" to assign values.1 int 2;However, if you assign a floating-point number to I, it will result in a loss of precision, preferably in C + + using the initialization list of the way "{}" to assign a value to the variable, so as to ensure that some types of information loss may cause the conversion of the type1 #include 2usingnamespace std; 3 4 int Main () {5 int I {2.3}; 6 return 0 ; 7 }For example, the compile

Algorithm 4th edition of Eclipse Environment building

The home page has the relevant environment configurationhttp://algs4.cs.princeton.edu/windows/Download the Algs4.exe and install it, but it will take a lot of useless steps.Since you are using eclipse, it is good to configure it directly under Eclipse.The work is very simple, is to add Stdlib.jar and Algs4.jar two packs into your project just fine.Under Project Build path, select Add External Archives and then find Stdlib.jar and Algs4.jar.In addition, many of the programs in the book are input

"Effective Java Chinese version 2nd edition" study Note 4th: The ability to harden non-instancing through private constructors

The compiler generates a public, parameterless default constructor only if the class does not contain an explicit constructor. This class cannot be instantiated as long as a class contains a private constructor. Example:1 //Tool Class2 Public classUtilityclass {3 //Private Constructors4 PrivateUtilityclass {5 Throw Newassertionerror ();6 }7 8 //Other operations ...9}  Assertionerror avoid invoking the constructor inside the class to ensure that the class is not inst

Algorithm (algorithms) version 4th Practice 2.2.11 (3)

, Destination,4, 5, 7) e G M r e O r S T e X A M P L e source:[ljava.lang.string;@1b6d3586 destination:[ljava.lang.string;@4554617cmerge (sou RCE, Destination,0, 3, 7) e e G M O r r S T e X A M P L e source:[ljava.lang.string;@1b6d3586 destination:[ljava.lang.string;@4554617cmerge (sou RCE, Destination,8, 8, 9) e e G M O r r S E T X A M P L e source:[ljava.lang.string;@1b6d3586 destination:[ljava.lang.string;@4554617cmerge (sou RCE, Destination,10, 10, 11) e e G M O r r S E T A X M P L e source:

Algorithm (algorithms) version 4th practice 1.3.20

("Insertatbeginning success:" +s); STDOUT.PRINTLN (list); } intK = 5; String s=List.delete (k); Stdout.println ("Delete" + k + "th Element success:" +s); STDOUT.PRINTLN (list); for(inti = 0; I ) {k= 1; S=List.delete (k); Stdout.println ("Delete" + k + "th Element success:" +s); STDOUT.PRINTLN (list); } k= 5; S=List.delete (k); Stdout.println ("Delete" + k + "th Element success:" +s); STDOUT.PRINTLN (list); }}Test data:TobeornottoOutput Result:"Mai

Algorithm (algorithms) version 4th practice 1.5.4

:226 50 1 2 4 4 6 6 7 4 9 1 1 1 1 3 1 2 1 1 1 7componentstotalcost:319 40 1 2 4 4 6 6 7 4 4 1 1 1 1 4 1 2 1 1 1 6componentstotalcost:402 10 2 2 4 4 6 6 7 4 4 1 1 2 1 4 1 2 1 1 1 5componentstotalcost:498 9is connectedtotalcost:555 06 2 2 4 4 6 6 7 4 4 1 1 2 1 4 1 3 1 1 1 4componentstotalcost:687 26 2 2 4 4 6 6 2 4 4 1 1 3 1 4 1 3 1 1 1 3componentstotalcost:776 16 2 6 4 4 6 6 2 4 4 1 1 3 1 4 1 6 1 1 1 2componentstotalcost:901 0is connectedtotalcost:986 7is connectedtotalcost:104Worst-case input:80

Algorithm (algorithms) version 4th practice 2.2.11 (2)

r G e S O r T E X A M P L e merge (input,2, 2, 3) e M G r e S O r T E X A M P L e merge (input,0, 1, 3) e G M r e S O r T E X A M P L e merge (input,4, 5, 7) e G M r e O r S T e X A M P L e merge (input,0, 3, 7) e e G M O r r S T e X A M P L e merge (input,8, 8, 9) e e G M O r r S E T X A M P L e merge (input,10, 10, 11) e e G M O r r S E T A X M P L e merge (input,8, 9, 11) e e G M O r r S A e T X M P L e merge (input,14, 14, 15) e e G M O r r S A e T X M P E L merge (input,12, 13, 15) e e G M

Algorithm (algorithms) version 4th practice 2.1.25

); }}Unit Test Results:Compare the performance of insertion and insertionhalfexchange: packagecom.qiusongde;Importedu.princeton.cs.algs4.Shell;Importedu.princeton.cs.algs4.StdOut;Importedu.princeton.cs.algs4.StdRandom; public classSortcompare { public Static DoubleTimerandominput (String alg,intNintT) {DoubleTotal = 0.0; double[] a=Newdouble[n]; for(intt = 0; T ) { for(inti = 0; I ) a[i]=Stdrandom.uniform (); total+=time (alg, a); } returntotal ; } public Stat

Algorithm (algorithms) version 4th practice 1.5.1

The change of the ID array:0 1 2 3 4 5 6 7 8 9 10 components9 00 1 2 3 4 5 6 7 8 0 9 components3 40 1 244 5 6 7 8 0 8 components5 80 1 2) 4 486 7 8) 0 7 components7 20 1 2 4 4 8 628 0 6 components2 10 114 4 8 618 0 5 components5 70 1 1) 4 416 110 4 components0 341 1 4 4 1 6 1 143 components4 211 11 11 6 1 112 ComponentsOperation Count Analysis:The Find () function accesses the array 1 times per Call.The connected function calls the Find () function every two times, so it accesses the array 2 Tim

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