The Fundamentals Of Search Algorithms

Author : Robert A. Bohm (Computer scientist)
Publisher : Unknown
Page : 0 pages
File Size : 45,6 Mb
Release : 2021
Category : Algorithms
ISBN : 1536190071

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The Fundamentals of Search Algorithms by Robert A. Bohm (Computer scientist) Pdf

"Heuristic local search algorithms are used to find "good" solutions to the NP-hard combinatorial optimization problems that cannot be solved using analytical methods. Chapter one discusses the characterization and computation of heuristic local search algorithm for the Traveling Salesman Problem (TSP) from the perspective of dynamical systems. The purpose of chapter 2 is to show the practical application of CBIR technology in the security and protection of personal data, access to classified documents and objects, identification of illegal attacks that are part of the social life of the present and future of mankind. Continuous search space problems are difficult problems to solve because the number of solutions is infinite. Moreover, the search space gets more complex as we add constraints to the problem. In this context, chapter 3 aims to show the usage of the differential evolution algorithm for solving continuous search space problems using unconstrained functions and a constrained real-world problem"--

Author : Robert Sedgewick
Publisher : Addison-Wesley Professional
Page : 730 pages
File Size : 42,5 Mb
Release : 1998
Category : Computers
ISBN : 0201314525

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Algorithms in C by Robert Sedgewick Pdf

Introduction. Principles of algorithm analysis. Elementary data structures. Abstract data types. Recursion and trees. Elementary sorting methods. Quicksort. Merging and mergesort. Priority queues and heapsort. Radix sorting. Special-purpose sorts. Symbol tables and BSTs. Balanced trees. Hashing. Radix search. External searching. Index.

Author : Sammie Bae
Publisher : Apress
Page : 362 pages
File Size : 47,6 Mb
Release : 2019-01-23
Category : Computers
ISBN : 9781484239889

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JavaScript Data Structures and Algorithms by Sammie Bae Pdf

Explore data structures and algorithm concepts and their relation to everyday JavaScript development. A basic understanding of these ideas is essential to any JavaScript developer wishing to analyze and build great software solutions. You'll discover how to implement data structures such as hash tables, linked lists, stacks, queues, trees, and graphs. You'll also learn how a URL shortener, such as bit.ly, is developed and what is happening to the data as a PDF is uploaded to a webpage. This book covers the practical applications of data structures and algorithms to encryption, searching, sorting, and pattern matching. It is crucial for JavaScript developers to understand how data structures work and how to design algorithms. This book and the accompanying code provide that essential foundation for doing so. With JavaScript Data Structures and Algorithms you can start developing your knowledge and applying it to your JavaScript projects today. What You'll Learn Review core data structure fundamentals: arrays, linked-lists, trees, heaps, graphs, and hash-tableReview core algorithm fundamentals: search, sort, recursion, breadth/depth first search, dynamic programming, bitwise operators Examine how the core data structure and algorithms knowledge fits into context of JavaScript explained using prototypical inheritance and native JavaScript objects/data types Take a high-level look at commonly used design patterns in JavaScript Who This Book Is For Existing web developers and software engineers seeking to develop or revisit their fundamental data structures knowledge; beginners and students studying JavaScript independently or via a course or coding bootcamp.

Author : Robert Sedgewick
Publisher : Addison-Wesley Professional
Page : 1415 pages
File Size : 50,5 Mb
Release : 1997-08-22
Category : Computers
ISBN : 9780768685015

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Algorithms in C, Parts 1-4 by Robert Sedgewick Pdf

Robert Sedgewick has thoroughly rewritten and substantially expanded his popular work to provide current and comprehensive coverage of important algorithms and data structures. Many new algorithms are presented, and the explanations of each algorithm are much more detailed than in previous editions. A new text design and detailed, innovative figures, with accompanying commentary, greatly enhance the presentation. The third edition retains the successful blend of theory and practice that has made Sedgewick's work an invaluable resource for more than 250,000 programmers! This particular book, Parts 1-4, represents the essential first half of Sedgewick's complete work. It provides extensive coverage of fundamental data structures and algorithms for sorting, searching, and related applications. The algorithms and data structures are expressed in concise implementations in C, so that you can both appreciate their fundamental properties and test them on real applications. Of course, the substance of the book applies to programming in any language. Highlights Expanded coverage of arrays, linked lists, strings, trees, and other basic data structures Greater emphasis on abstract data types (ADTs) than in previous editions Over 100 algorithms for sorting, selection, priority queue ADT implementations, and symbol table ADT (searching) implementations New implementations of binomial queues, multiway radix sorting, Batcher's sorting networks, randomized BSTs, splay trees, skip lists, multiway tries, and much more Increased quantitative information about the algorithms, including extensive empirical studies and basic analytic studies, giving you a basis for comparing them Over 1000 new exercises to help you learn the properties of algorithms Whether you are a student learning the algorithms for the first time or a professional interested in having up-to-date reference material, you will find a wealth of useful information in this book.

Author : Weixiong Zhang
Publisher : Springer Science & Business Media
Page : 215 pages
File Size : 47,7 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9781461215387

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State-Space Search by Weixiong Zhang Pdf

This book is particularly concerned with heuristic state-space search for combinatorial optimization. Its two central themes are the average-case complexity of state-space search algorithms and the applications of the results notably to branch-and-bound techniques. Primarily written for researchers in computer science, the author presupposes a basic familiarity with complexity theory, and it is assumed that the reader is familiar with the basic concepts of random variables and recursive functions. Two successful applications are presented in depth: one is a set of state-space transformation methods which can be used to find approximate solutions quickly, and the second is forward estimation for constructing more informative evaluation functions.

Author : Fouad Sabry
Publisher : One Billion Knowledgeable
Page : 162 pages
File Size : 40,7 Mb
Release : 2023-06-28
Category : Computers
ISBN : PKEY:6610000471256

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Search Algorithm by Fouad Sabry Pdf

What Is Search Algorithm In the field of computer science, an algorithm that is designed to solve a search problem is referred to as a search algorithm. Search algorithms are designed to retrieve information that is either saved inside of a certain data structure or calculated within the search space of a problem domain. This information can have either discrete or continuous values. How You Will Benefit (I) Insights, and validations about the following topics: Chapter 1: Search Algorithm Chapter 2: Linear Search Chapter 3: Binary Search Algorithm Chapter 4: Depth-First Search Chapter 5: Breadth-First Search Chapter 6: Best-First Search Chapter 7: A* Search Algorithm Chapter 8: Hill Climbing Chapter 9: Simulated Annealing Chapter 10: Genetic Algorithm (II) Answering the public top questions about search algorithm. (III) Real world examples for the usage of search algorithm in many fields. (IV) 17 appendices to explain, briefly, 266 emerging technologies in each industry to have 360-degree full understanding of search algorithm' technologies. Who This Book Is For Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of search algorithm.

Author : Dr.J.Nithyapriya,Dr.Attili Venkata Ramana,Dr.B.Sugumar,Dr.S.Venkatesan,Mrs.B.Dhivya
Publisher : Leilani Katie Publication
Page : 196 pages
File Size : 48,8 Mb
Release : 2024-05-20
Category : Computers
ISBN : 9789363483057

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Data Structures Unleashed: Mastering the Fundamentals for Efficient Programming by Dr.J.Nithyapriya,Dr.Attili Venkata Ramana,Dr.B.Sugumar,Dr.S.Venkatesan,Mrs.B.Dhivya Pdf

Dr.J.Nithyapriya, Assistant Professor, Department of Computer Science, J.J.College of Arts and Science (Autonomous), Pudukkottai, Tamil Nadu, India. Dr.Attili Venkata Ramana, Associate Professor, Department of CSE (Data Science), Geethanjali College of Engineering and Technology, Hyderabad, Telangana, India. Dr.B.Sugumar, Assistant Professor, Department of Computer Science , Sourashtra College, Madurai, Tamil Nadu, India. Dr.S.Venkatesan, Guest Lecturer, Department of Computer Applications, Madurai Kamaraj University, Madurai, Tamil Nadu, India. Mrs.B.Dhivya, Assistant Professor, Department of Artificial Intelligence and Data Science, Karpaga Vinayaga College of Engineering and Technology, Chengelpet, Tamil Nadu, India.

Author : N.B. Singh
Publisher : N.B. Singh
Page : 428 pages
File Size : 43,5 Mb
Release : 426-01-01
Category : Computers
ISBN : 8210379456XXX

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Fundamentals of Quantum Data Structures by N.B. Singh Pdf

"Fundamentals of Quantum Data Structures" is a comprehensive guide that introduces the core concepts and principles underlying the marriage of quantum computing and data structures. Tailored for students, researchers, and professionals in the field of quantum computing, this book navigates through the essential foundations of quantum information processing, offering insights into quantum bits (qubits), quantum gates, and quantum algorithms. With clear explanations and practical examples, the book serves as an invaluable resource for those looking to grasp the fundamentals of organizing and manipulating data in the unique context of quantum computing.

Author : Sukanta Nayak
Publisher : Academic Press
Page : 323 pages
File Size : 49,5 Mb
Release : 2020-08-25
Category : Technology & Engineering
ISBN : 9780128224922

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Fundamentals of Optimization Techniques with Algorithms by Sukanta Nayak Pdf

Optimization is a key concept in mathematics, computer science, and operations research, and is essential to the modeling of any system, playing an integral role in computer-aided design. Fundamentals of Optimization Techniques with Algorithms presents a complete package of various traditional and advanced optimization techniques along with a variety of example problems, algorithms and MATLAB© code optimization techniques, for linear and nonlinear single variable and multivariable models, as well as multi-objective and advanced optimization techniques. It presents both theoretical and numerical perspectives in a clear and approachable way. In order to help the reader apply optimization techniques in practice, the book details program codes and computer-aided designs in relation to real-world problems. Ten chapters cover, an introduction to optimization; linear programming; single variable nonlinear optimization; multivariable unconstrained nonlinear optimization; multivariable constrained nonlinear optimization; geometric programming; dynamic programming; integer programming; multi-objective optimization; and nature-inspired optimization. This book provides accessible coverage of optimization techniques, and helps the reader to apply them in practice. Presents optimization techniques clearly, including worked-out examples, from traditional to advanced Maps out the relations between optimization and other mathematical topics and disciplines Provides systematic coverage of algorithms to facilitate computer coding Gives MATLAB© codes in relation to optimization techniques and their use in computer-aided design Presents nature-inspired optimization techniques including genetic algorithms and artificial neural networks

Author : Sedgewick
Publisher : Unknown
Page : 739 pages
File Size : 54,8 Mb
Release : 1998
Category : Electronic
ISBN : 8131748294

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Algorithms in C++, Parts 1-4 by Sedgewick Pdf

Author : Kyle Loudon
Publisher : "O'Reilly Media, Inc."
Page : 560 pages
File Size : 45,6 Mb
Release : 1999
Category : Computers
ISBN : 9781565924536

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Mastering Algorithms with C by Kyle Loudon Pdf

Implementations, as well as interesting, real-world examples of each data structure and algorithm, are shown in the text. Full source code appears on the accompanying disk.

Author : Nelishia Pillay,Rong Qu
Publisher : Springer Nature
Page : 187 pages
File Size : 53,6 Mb
Release : 2021-07-28
Category : Computers
ISBN : 9783030720698

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Automated Design of Machine Learning and Search Algorithms by Nelishia Pillay,Rong Qu Pdf

This book presents recent advances in automated machine learning (AutoML) and automated algorithm design and indicates the future directions in this fast-developing area. Methods have been developed to automate the design of neural networks, heuristics and metaheuristics using techniques such as metaheuristics, statistical techniques, machine learning and hyper-heuristics. The book first defines the field of automated design, distinguishing it from the similar but different topics of automated algorithm configuration and automated algorithm selection. The chapters report on the current state of the art by experts in the field and include reviews of AutoML and automated design of search, theoretical analyses of automated algorithm design, automated design of control software for robot swarms, and overfitting as a benchmark and design tool. Also covered are automated generation of constructive and perturbative low-level heuristics, selection hyper-heuristics for automated design, automated design of deep-learning approaches using hyper-heuristics, genetic programming hyper-heuristics with transfer knowledge and automated design of classification algorithms. The book concludes by examining future research directions of this rapidly evolving field. The information presented here will especially interest researchers and practitioners in the fields of artificial intelligence, computational intelligence, evolutionary computation and optimisation.

Author : Robert Sedgewick
Publisher : Unknown
Page : 737 pages
File Size : 46,9 Mb
Release : 2000
Category : Computer algorithms
ISBN : OCLC:667096384

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Algorithms in Java by Robert Sedgewick Pdf

Author : Bo Xing,Wen-Jing Gao
Publisher : Springer Science & Business Media
Page : 451 pages
File Size : 45,9 Mb
Release : 2013-12-13
Category : Technology & Engineering
ISBN : 9783319034041

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Innovative Computational Intelligence: A Rough Guide to 134 Clever Algorithms by Bo Xing,Wen-Jing Gao Pdf

The first notable feature of this book is its innovation: Computational intelligence (CI), a fast evolving area, is currently attracting lots of researchers’ attention in dealing with many complex problems. At present, there are quite a lot competing books existing in the market. Nevertheless, the present book is markedly different from the existing books in that it presents new paradigms of CI that have rarely mentioned before, as opposed to the traditional CI techniques or methodologies employed in other books. During the past decade, a number of new CI algorithms are proposed. Unfortunately, they spread in a number of unrelated publishing directions which may hamper the use of such published resources. These provide us with motivation to analyze the existing research for categorizing and synthesizing it in a meaningful manner. The mission of this book is really important since those algorithms are going to be a new revolution in computer science. We hope it will stimulate the readers to make novel contributions or even start a new paradigm based on nature phenomena. Although structured as a textbook, the book's straightforward, self-contained style will also appeal to a wide audience of professionals, researchers and independent learners. We believe that the book will be instrumental in initiating an integrated approach to complex problems by allowing cross-fertilization of design principles from different design philosophies. The second feature of this book is its comprehensiveness: Through an extensive literature research, there are 134 innovative CI algorithms covered in this book.

Author : Juraj Wiedermann
Publisher : Unknown
Page : 136 pages
File Size : 46,9 Mb
Release : 1987
Category : Algorithms
ISBN : UOM:39015014347135

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Searching Algorithms by Juraj Wiedermann Pdf