Construct Merge Solve Adapt

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Construct Merge Solve Adapt

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Author : Christian Blum
language : en
Publisher:
Release Date : 2024

Construct Merge Solve Adapt written by Christian Blum and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024 with categories.

This book describes a general hybrid metaheuristic for combinatorial optimization labeled Construct, Merge, Solve & Adapt (CMSA). The general idea of standard CMSA is the following one. At each iteration, a number of valid solutions to the tackled problem instance are generated in a probabilistic way. Hereby, each of these solutions is composed of a set of solution components. The components found in the generated solutions are then added to an initially empty sub-instance. Next, an exact solver is applied in order to compute the best solution of the sub-instance, which is then used to update the sub-instance provided as input for the next iteration. In this way, the power of exact solvers can be exploited for solving problem instances much too large for a standalone application of the solver. Important research lines on CMSA from recent years are covered in this book. After an introductory chapter about standard CMSA, subsequent chapters cover a self-adaptive CMSA variant as well as a variant equipped with a learning component for improving the quality of the generated solutions over time. Furthermore, on outlining the advantages of using set-covering-based integer linear programming models for sub-instance solving, the author shows how to apply CMSA to problems naturally modelled by non-binary integer linear programming models. The book concludes with a chapter on topics such as the development of a problem-agnostic CMSA and the relation between large neighborhood search and CMSA. Combinatorial optimization problems used in the book as test cases include the minimum dominating set problem, the variable-sized bin packing problem, and an electric vehicle routing problem. The book will be valuable and is intended for researchers, professionals and graduate students working in a wide range of fields, such as combinatorial optimization, algorithmics, metaheuristics, mathematical modeling, evolutionary computing, operations research, artificial intelligence, or statistics.

Proceedings Of The 19th International Conference On Very Large Data Bases

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Author : Rakesh Agrawal
language : en
Publisher: Morgan Kaufmann
Release Date : 1993

Proceedings Of The 19th International Conference On Very Large Data Bases written by Rakesh Agrawal and has been published by Morgan Kaufmann this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with Computers categories.

Dolap

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Author :
language : en
Publisher:
Release Date : 2002

Dolap written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with Data warehousing categories.

19th International Conference On Very Large Data Bases August 24th 27th 1993 Dublin Ireland

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Author :
language : en
Publisher:
Release Date : 1993

19th International Conference On Very Large Data Bases August 24th 27th 1993 Dublin Ireland written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with Database management categories.

Very Large Data Bases

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Author :
language : en
Publisher:
Release Date : 1996

Very Large Data Bases written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with Data structures (Computer science) categories.

Burton S Legal Thesaurus Fourth Edition

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Author : William Burton
language : en
Publisher: McGraw Hill Professional
Release Date : 2007

Burton S Legal Thesaurus Fourth Edition written by William Burton and has been published by McGraw Hill Professional this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with Business & Economics categories.

BURTON'S IS GUILTY...OF BEING THE BEST LEGAL THESAURUS ON THE MARKET! 8,000 legal terms, synonyms, definitions, and parts of speech - now fully updated and revised "Prepared by lawyers, comprehensive, up-to-date, easy to use." -American Bar Association Journal After twenty-five years as the standard-bearer of legal terminology, Burton's Legal Thesaurus continues to be an essential reference tool. In law, precision and accuracy is vital. This fourth edition contains more entries than ever before, including cutting-edge terms unique to today's legal profession. This new edition is an indispensable reference source for: Partners, Associates, Attorneys and judges, who will appreciate the timeliness of the 1,000-plus new entries Law school students seeking to use a more specific word or recall a word forgotten Journalists and scholars looking for the right word to fit the thought PRAISE FOR PREVIOUS EDITIONS "A tool to strengthen the lawyer's vocabulary and improve the precision of legal writing." -Maryland Bar Journal "Given the popularity of plain language laws, the Legal Thesaurus could be just the book to own." -United States Law Week "The legal profession should find this volume valuable in using the exact word to convey the meaning intended." -New York State Bar Journal "It is through the use of such a tool as the Legal Thesaurus that one may find the precise term to fit the nuances of a particular situation." -William O. Douglas Justice, U.S. Supreme Court, 1939-1975

Burton S Legal Thesaurus

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Author : William C. Burton
language : en
Publisher: MacMillan Reference Library
Release Date : 1998

Burton S Legal Thesaurus written by William C. Burton and has been published by MacMillan Reference Library this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998 with Law categories.

The new edition of this distinguished legal reference adds more than 1,000 new terms relating to electronic commerce, intellectual property and other new developments, as well as a new format with thorough cross-referencing. The introduction includes an invaluable essay on plain language laws and guidelines across the U.S.

Eighth International Workshop On High Level Parallel Programming Models And Supportive Environments

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Author :
language : en
Publisher: Institute of Electrical & Electronics Engineers(IEEE)
Release Date : 2003

Eighth International Workshop On High Level Parallel Programming Models And Supportive Environments written by and has been published by Institute of Electrical & Electronics Engineers(IEEE) this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with Computers categories.

HIPS 2003 is a forum for researchers in the areas of applications, computational models, language design, compilers, system architecture, and programming tools to discuss new developments in programming parallel and grid systems. The proceedings covers the design and implementation of high-level programming models for parallel and grid environments. It also looks at current programming models such as MPI and OpenMP and covers implementation techniques for OpenMP on SMP systems.

Integer Programming And Combinatorial Optimization

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Author :
language : en
Publisher:
Release Date : 2002

Integer Programming And Combinatorial Optimization written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with Combinatorial optimization categories.

Theory Of Computing And Systems

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Author : Danny Dolev
language : en
Publisher: Springer
Release Date : 1992

Theory Of Computing And Systems written by Danny Dolev and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with Computers categories.

"ISTCS '92, the Israel Symposium on the Theory of Computing and Systems, cameabout spontaneously as a result of informal interaction between a group of people who viewed the conference as an appropriate expression of Israeli strength in theoretical aspects of computing and systems. The enthusiasm that the symposium created resulted in the submission of a large number of extremely high quality papers, which led in turn to strict acceptance criteria. This volume contains nineteen selected papers representing the cream of Israeli talent in the field, on a variety of active and interesting topics in the theory of computing and systems."--PUBLISHER'S WEBSITE.