Scatter Search

Methodology and Implementations in C

Nonfiction, Science & Nature, Mathematics, Applied, Computers, Advanced Computing, Artificial Intelligence
Cover of the book Scatter Search by Manuel Laguna, Rafael Martí, Springer US
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Manuel Laguna, Rafael Martí ISBN: 9781461503378
Publisher: Springer US Publication: December 6, 2012
Imprint: Springer Language: English
Author: Manuel Laguna, Rafael Martí
ISBN: 9781461503378
Publisher: Springer US
Publication: December 6, 2012
Imprint: Springer
Language: English

The book Scatter Search by Manuel Laguna and Rafael Martí represents a long-awaited "missing link" in the literature of evolutionary methods. Scatter Search (SS)-together with its generalized form called Path Relinking-constitutes the only evolutionary approach that embraces a collection of principles from Tabu Search (TS), an approach popularly regarded to be divorced from evolutionary procedures. The TS perspective, which is responsible for introducing adaptive memory strategies into the metaheuristic literature (at purposeful level beyond simple inheritance mechanisms), may at first seem to be at odds with population-based approaches. Yet this perspective equips SS with a remarkably effective foundation for solving a wide range of practical problems. The successes documented by Scatter Search come not so much from the adoption of adaptive memory in the range of ways proposed in Tabu Search (except where, as often happens, SS is advantageously coupled with TS), but from the use of strategic ideas initially proposed for exploiting adaptive memory, which blend harmoniously with the structure of Scatter Search. From a historical perspective, the dedicated use of heuristic strategies both to guide the process of combining solutions and to enhance the quality of offspring has been heralded as a key innovation in evolutionary methods, giving rise to what are sometimes called "hybrid" (or "memetic") evolutionary procedures. The underlying processes have been introduced into the mainstream of evolutionary methods (such as genetic algorithms, for example) by a series of gradual steps beginning in the late 1980s.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

The book Scatter Search by Manuel Laguna and Rafael Martí represents a long-awaited "missing link" in the literature of evolutionary methods. Scatter Search (SS)-together with its generalized form called Path Relinking-constitutes the only evolutionary approach that embraces a collection of principles from Tabu Search (TS), an approach popularly regarded to be divorced from evolutionary procedures. The TS perspective, which is responsible for introducing adaptive memory strategies into the metaheuristic literature (at purposeful level beyond simple inheritance mechanisms), may at first seem to be at odds with population-based approaches. Yet this perspective equips SS with a remarkably effective foundation for solving a wide range of practical problems. The successes documented by Scatter Search come not so much from the adoption of adaptive memory in the range of ways proposed in Tabu Search (except where, as often happens, SS is advantageously coupled with TS), but from the use of strategic ideas initially proposed for exploiting adaptive memory, which blend harmoniously with the structure of Scatter Search. From a historical perspective, the dedicated use of heuristic strategies both to guide the process of combining solutions and to enhance the quality of offspring has been heralded as a key innovation in evolutionary methods, giving rise to what are sometimes called "hybrid" (or "memetic") evolutionary procedures. The underlying processes have been introduced into the mainstream of evolutionary methods (such as genetic algorithms, for example) by a series of gradual steps beginning in the late 1980s.

More books from Springer US

Cover of the book Privacy and the Digital State by Manuel Laguna, Rafael Martí
Cover of the book Postal and Delivery Services by Manuel Laguna, Rafael Martí
Cover of the book Public Technology Procurement and Innovation by Manuel Laguna, Rafael Martí
Cover of the book A Practical Guide to Acceptance and Commitment Therapy by Manuel Laguna, Rafael Martí
Cover of the book Pain Management of AIDS Patients by Manuel Laguna, Rafael Martí
Cover of the book Knowledge Intensive Design Technology by Manuel Laguna, Rafael Martí
Cover of the book Nonlinear Structural Mechanics by Manuel Laguna, Rafael Martí
Cover of the book Privacy and the Commercial Use of Personal Information by Manuel Laguna, Rafael Martí
Cover of the book School Consultation by Manuel Laguna, Rafael Martí
Cover of the book Textbook of Research Ethics by Manuel Laguna, Rafael Martí
Cover of the book The Behaviour of Teleost Fishes by Manuel Laguna, Rafael Martí
Cover of the book Theoretical Issues in Psychology by Manuel Laguna, Rafael Martí
Cover of the book Planning Production and Inventories in the Extended Enterprise by Manuel Laguna, Rafael Martí
Cover of the book Biophysics and Cancer by Manuel Laguna, Rafael Martí
Cover of the book Folding for the Synapse by Manuel Laguna, Rafael Martí
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy