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Artificial ants : from collective intelligence to real-life optimization and beyond

Author: Nicolas Monmarché; Frederic Guinand; Patrick Siarry
Publisher: London, UK : ISTE ; Hoboken, NJ : Wiley, 2010.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:
"The purpose of this book is to provide a comprehensive overview of the current state of the art in ant colony algorithms. The first part of this book will help the reader to understand the basis of ant colony algorithms, and to map them to a panorama of applications in the field of optimization, particularly in the field of real-world applications. The second part deals with broader topics, such as those not  Read more...
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Document Type: Book
All Authors / Contributors: Nicolas Monmarché; Frederic Guinand; Patrick Siarry
ISBN: 9781848211940 1848211945
OCLC Number: 646308172
Notes: "Adapted and updated from two volumes Fourmis artificielles 1, 2 published 2009 in France by Hermes Science/Lavoisier"--Title page verso.
Description: xxiv, 537 pages : illustrations, music ; 24 cm
Contents: Introduction / Nicolas Monmarché, Frédéric Guinand and Patrick Siarry --
From real ants to artificial ants / Alain Lenoir and Nicolas Monmarché --
General principles of ant colony combinatorial problem serving / Antoine Dutot [and others] --
General survey of combinatorial problems treated by artificial ants / Antoine Dutot and Yoann Pigné --
Artificial ants for continuous optimization / Patrick Siarry, Johann Dréo and Nicolas Monmarché --
Ant colony optimization for constraint-based configuration / Patrick Albert, Laurent Henocque and Mathias Kleiner --
Ant colonies for the unit commitment problem : from optimization to predictive control / Guillaume Sandou [and others] --
Ant colony optimization for manufacturing aluminum bars / Marc Gravel and Caroline Gagné --
Ant colony optimization for car sequencing / Caroline Gagné and Marc Gravel --
An ant algorithm for measuring and optimizing the capacity of railway infrastructure / Xavier Gandibleux [and others] --
Artificial ants for magnetic resonance image segmentation / Amir Nakib [and others] --
Vertex coloring using ant colonies / Alain Hertz and Nicolas Zufferey --
Training hidden Markov models using the API ant algorithm / Sébastien Aupetit, Nicolas Monmarché and Mohamed Slimane --
Artificial ants for automatic classification / Amira Hamdi [and others] --
Collective and mobile robotics inspired by insects / Paulo Urbano, Nicolas Monmarché and Pierre Gaucher --
Artificial insects : design and achievement of a popular science exhibition aimed to promote collective artificial intelligence and bio-inspired robotics / Nicolas Monmarché [and others] --
Ant colony optimization for routing in mobile networks in an urban environment / Gianni A. Di Caro, Frederick J.A. Ducatelle and Luca M. Gambardella --
Detection of organizations in complex systems using ant colonies / Antoine Dutot and Damien Olivier --
Artificial ants and disability : three examples dealing with the compensation for autonomy losses and games for visually impaired people / Alexis Sepchat [and others] --
Artificial ants for artificial art / Nicolas Monmarché and Romain Clair --
Artificial ants for natural language processing / Frédéric Guinand and Mathieu Lafourcade --
Artificial ants and bioinformatics (protein folding, multiple alignment and sequencing by hybridization) / Stefan Balev, Omar Gaci and Yoann Pigné.
Responsibility: edited by Nicolas Monmarché, Frédéric Guinand, Patrick Siarry.
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Abstract:

During the last decade, artificial ants have experienced rapid development in the research community, mainly for solving optimization problems. This book provides an overview of the situation ant  Read more...

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"In the main this is a suitable book if you are trying to get into the world of artificial ant-based algorithms or just want to see what sorts of things have been achieved. As such it is a useful Read more...

 
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