Robert G. Reynolds - Cultural Algorithms

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A thorough look at how societies can use cultural algorithms to understand human social evolution For those working in computational intelligence, developing an understanding of how cultural algorithms and social intelligence form the essential framework for the evolution of human social interaction is essential. This book,
, is the foundation of that study. It showcases how we can use cultural algorithms to organize social structures and develop socio-political systems that work.
For such a vast topic, the text covers everything from the history of the development of cultural algorithms and the basic framework with which it was organized. Readers will also learn how other nature-inspired algorithms can be expressed and how to use social metrics to assess the performance of various algorithms. 
In addition to these topics, the book covers topics including:
● The CAT system including the Repast Simphony System and CAT Sample Runs
● How to problem solve using social networks in cultural algorithms with auctions
● Understanding Common Value Action to enhance Social Knowledge Distribution Systems
● Case studies on team formations
● An exploration of virtual worlds using cultural algorithms
For industry professionals or new students,
provides an impactful and thorough look at both social intelligence and how human social evolution translates into the modern world.

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IEEE Press445 Hoes Lane Piscataway, NJ 08854

IEEE Press Editorial BoardEkram Hossain, Editor in Chief

Jón Atli Benediktsso David Alan Grier Elya B. Joffe
Xiaoou Li Peter Lian Sarah Spurgeon
Saeid Nahavandi Jeffrey Reed Diomidis Spinellis
Sarah Spurgeon Ahmet Murat Tekalp

Cultural Algorithms

Tools to Model Complex Dynamic Social Systems

Robert G. Reynolds

Department of Computer Science College of Engineering Wayne State University Detroit, Michigan 48202

and

Visiting Research Scientist Museum of Anthropological Archaeology University of MIchigan‐Ann Arbor Ann Arbor, MIchigan 48107‐1259

Copyright 2021 by The Institute of Electrical and Electronics Engineers Inc - фото 1

Copyright © 2021 by The Institute of Electrical and Electronics Engineers, Inc. All rights reserved.

Published by John Wiley & Sons, Inc., Hoboken, New Jersey.

Published simultaneously in Canada.

No part of this publication may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, electronic, mechanical, photocopying, recording, scanning, or otherwise, except as permitted under Section 107 or 108 of the 1976 United States Copyright Act, without either the prior written permission of the Publisher, or authorization through payment of the appropriate per‐copy fee to the Copyright Clearance Center, Inc., 222 Rosewood Drive, Danvers, MA 01923, (978) 750‐8400, fax (978) 750‐4470, or on the web at www.copyright.com. Requests to the Publisher for permission should be addressed to the Permissions Department, John Wiley & Sons, Inc., 111 River Street, Hoboken, NJ 07030, (201) 748‐6011, fax (201) 748‐6008, or online at http://www.wiley.com/go/permission.

Limit of Liability/Disclaimer of Warranty: While the publisher and author have used their best efforts in preparing this book, they make no representations or warranties with respect to the accuracy or completeness of the contents of this book and specifically disclaim any implied warranties of merchantability or fitness for a particular purpose. No warranty may be created or extended by sales representatives or written sales materials. The advice and strategies contained herein may not be suitable for your situation. You should consult with a professional where appropriate. Neither the publisher nor author shall be liable for any loss of profit or any other commercial damages, including but not limited to special, incidental, consequential, or other damages.

For general information on our other products and services or for technical support, please contact our Customer Care Department within the United States at (800) 762‐2974, outside the United States at (317) 572‐3993 or fax (317) 572‐4002.

Wiley also publishes its books in a variety of electronic formats. Some content that appears in print may not be available in electronic formats. For more information about Wiley products, visit our web site at www.wiley.com.

Library of Congress Cataloging‐in‐Publication Data:

Names: Reynolds, Robert G., author.

Title: Cultural algorithms : tools to model complex dynamic social systems / Robert G. Reynolds.

Description: Hoboken, New Jersey : John Wiley & Sons, [2020] | Series: IEEE Press series on computational intelligence | Includes bibliographical references and index.

Identifiers: LCCN 2020001817 (print) | LCCN 2020001818 (ebook) | ISBN 9781119403081 (hardback) | ISBN 9781119403098 (adobe pdf) | ISBN 9781119403104 (epub)

Subjects: LCSH: Social systems–Mathematical models. | Culture–Mathematical models. | Algorithms. | Social intelligence. | Computational intelligence.

Classification: LCC H61.25 .R49 2020 (print) | LCC H61.25 (ebook) | DDC 300.1/5181–dc23

LC record available at https://lccn.loc.gov/2020001817LC ebook record available at https://lccn.loc.gov/2020001818

Cover Design: Wiley

Cover Image: © engel.ac/Shutterstock

List of Contributors

Anas AL-Tirawi Department of Computer Science, Wayne State University, Detroit, MI, USA

Rami Alazrai Department of Computer Engineering, German Jordanian University, Amman, Jordan

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