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Book
Engineering stochastic local search algorithms : designing, implementing and analyzing effective heuristics ; second international workshop, SLS 2009, Brussels, Belgium, September 3-4, 2009 ; proceedings
Authors: --- --- ---
ISBN: 364203750X 3642037518 Year: 2009 Publisher: Berlin ; New York : Springer,

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Abstract

Stochastic local search (SLS) algorithms are established tools for the solution of computationally hard problems arising in computer science, business adm- istration, engineering, biology, and various other disciplines. To a large extent, their success is due to their conceptual simplicity, broad applicability and high performance for many important problems studied in academia and enco- tered in real-world applications. SLS methods include a wide spectrum of te- niques, ranging from constructive search procedures and iterative improvement algorithms to more complex SLS methods, such as ant colony optimization, evolutionary computation, iterated local search, memetic algorithms, simulated annealing, tabu search, and variable neighborhood search. Historically, the development of e?ective SLS algorithms has been guided to a large extent by experience and intuition. In recent years, it has become - creasingly evident that success with SLS algorithms depends not merely on the adoption and e?cient implementation of the most appropriate SLS technique for a given problem, but also on the mastery of a more complex algorithm - gineering process. Challenges in SLS algorithm development arise partly from the complexity of the problems being tackled and in part from the many - grees of freedom researchers and practitioners encounter when developing SLS algorithms. Crucial aspects in the SLS algorithm development comprise al- rithm design, empirical analysis techniques, problem-speci?c background, and background knowledge in several key disciplines and areas, including computer science, operations research, arti?cial intelligence, and statistics.

Keywords

Computer algorithms --- Electronic information resource searching --- Search theory --- Heuristic programming --- Stochastic programming --- Computer Science --- Engineering & Applied Sciences --- Computer searching --- Electronic searching --- Online searching --- Searching electronic information resources --- Computer science. --- Computer programming. --- Data structures (Computer science). --- Algorithms. --- Computer logic. --- Computer Science. --- Programming Techniques. --- Data Structures. --- Data Structures, Cryptology and Information Theory. --- Data Storage Representation. --- Algorithm Analysis and Problem Complexity. --- Logics and Meanings of Programs. --- Computer science logic --- Logic, Symbolic and mathematical --- Algorism --- Algebra --- Arithmetic --- Information structures (Computer science) --- Structures, Data (Computer science) --- Structures, Information (Computer science) --- Electronic data processing --- File organization (Computer science) --- Abstract data types (Computer science) --- Computers --- Electronic computer programming --- Electronic digital computers --- Programming (Electronic computers) --- Coding theory --- Informatics --- Science --- Foundations --- Programming --- Linear programming --- Operations research --- Artificial intelligence --- Programming (Mathematics) --- Information retrieval --- Data structures (Computer scienc. --- Computer software. --- Logic design. --- Data Structures and Information Theory. --- Design, Logic --- Design of logic systems --- Digital electronics --- Electronic circuit design --- Logic circuits --- Machine theory --- Switching theory --- Software, Computer --- Computer systems --- Recursos electrònics en xarxa --- Cerca a Internet --- Programació estocàstica --- Programació lineal --- Cerca a la WEB --- Cerca per Internet --- Cerca web --- Recerca a Internet --- Recerca de la informació per Internet --- Internet --- Recuperació de la informació --- Cercadors d'Internet --- Alfabetització informacional --- Informació electrònica --- Recursos d'Internet --- Recursos en Internet --- Recursos en línia --- Recursos Web --- Recursos electrònics --- Canals de continguts (RSS) --- Catalogació de recursos electrònics en xarxa --- Llocs web --- Serveis electrònics de referència (Biblioteques) --- Artificial intelligence—Data processing. --- Information theory. --- Information retrieval. --- Computer architecture. --- Data Science. --- Computer Science Logic and Foundations of Programming. --- Architecture, Computer --- Data retrieval --- Data storage --- Discovery, Information --- Information discovery --- Information storage and retrieval --- Retrieval of information --- Documentation --- Information science --- Information storage and retrieval systems --- Communication theory --- Communication --- Cybernetics

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