The Fundamentals of Search Algorithms

Buch | Softcover

101 Seiten

2021
Nova Science Publishers Inc (Verlag)
978-1-5361-9007-6 (ISBN)

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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.

Preface; The Fundamentals of Heuristic Local Search Algorithms for the Traveling Salesman Problem; Biometric Data Search Algorithm; Differential Evolution for Solving Continuous Search Space Problems; Index.

Erscheinungsdatum	09.03.2021
Verlagsort	New York
Sprache	englisch
Gewicht	182 g
Themenwelt	Mathematik / Informatik ► Informatik ► Theorie / Studium
ISBN-10	1-5361-9007-1 / 1536190071
ISBN-13	978-1-5361-9007-6 / 9781536190076
Zustand	Neuware