Advances in Bio-inspired Computing for Combinatorial Optimization Problems

Advances in Bio-inspired Computing for Combinatorial Optimization Problems
Author :
Publisher : Springer Science & Business Media
Total Pages : 189
Release :
ISBN-10 : 9783642401794
ISBN-13 : 3642401791
Rating : 4/5 (94 Downloads)

Book Synopsis Advances in Bio-inspired Computing for Combinatorial Optimization Problems by : Camelia-Mihaela Pintea

Download or read book Advances in Bio-inspired Computing for Combinatorial Optimization Problems written by Camelia-Mihaela Pintea and published by Springer Science & Business Media. This book was released on 2013-08-13 with total page 189 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Advances in Bio-inspired Combinatorial Optimization Problems" illustrates several recent bio-inspired efficient algorithms for solving NP-hard problems. Theoretical bio-inspired concepts and models, in particular for agents, ants and virtual robots are described. Large-scale optimization problems, for example: the Generalized Traveling Salesman Problem and the Railway Traveling Salesman Problem, are solved and their results are discussed. Some of the main concepts and models described in this book are: inner rule to guide ant search - a recent model in ant optimization, heterogeneous sensitive ants; virtual sensitive robots; ant-based techniques for static and dynamic routing problems; stigmergic collaborative agents and learning sensitive agents. This monograph is useful for researchers, students and all people interested in the recent natural computing frameworks. The reader is presumed to have knowledge of combinatorial optimization, graph theory, algorithms and programming. The book should furthermore allow readers to acquire ideas, concepts and models to use and develop new software for solving complex real-life problems.


Advances in Bio-inspired Computing for Combinatorial Optimization Problems Related Books

Advances in Bio-inspired Computing for Combinatorial Optimization Problems
Language: en
Pages: 189
Authors: Camelia-Mihaela Pintea
Categories: Technology & Engineering
Type: BOOK - Published: 2013-08-13 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

"Advances in Bio-inspired Combinatorial Optimization Problems" illustrates several recent bio-inspired efficient algorithms for solving NP-hard problems. Theore
Bioinspired Computation in Combinatorial Optimization
Language: en
Pages: 215
Authors: Frank Neumann
Categories: Mathematics
Type: BOOK - Published: 2010-11-04 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

Bioinspired computation methods such as evolutionary algorithms and ant colony optimization are being applied successfully to complex engineering problems and t
Bio-Inspired Computation in Telecommunications
Language: en
Pages: 349
Authors: Xin-She Yang
Categories: Mathematics
Type: BOOK - Published: 2015-02-11 - Publisher: Morgan Kaufmann

DOWNLOAD EBOOK

Bio-inspired computation, especially those based on swarm intelligence, has become increasingly popular in the last decade. Bio-Inspired Computation in Telecomm
Advances in Physarum Machines
Language: en
Pages: 830
Authors: Andrew Adamatzky
Categories: Technology & Engineering
Type: BOOK - Published: 2016-01-09 - Publisher: Springer

DOWNLOAD EBOOK

This book is devoted to Slime mould Physarum polycephalum, which is a large single cell capable for distributed sensing, concurrent information processing, para
Application of Advanced Optimization Techniques for Healthcare Analytics
Language: en
Pages: 245
Authors: Mohamed Abdel-Basset
Categories: Computers
Type: BOOK - Published: 2023-04-11 - Publisher: CRC Press

DOWNLOAD EBOOK

Application of Advanced Optimization Techniques for Healthcare Analytics, 1st Edition, is an excellent compilation of current and advanced optimization techniqu