Cultural algorithms : (Record no. 88664)

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005 - DATE AND TIME OF LATEST TRANSACTION
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006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS--GENERAL INFORMATION
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007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
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020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781119403111
Qualifying information (electronic bk. : oBook)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 1119403111
Qualifying information (electronic bk. : oBook)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781119403098
Qualifying information (adobe pdf)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 111940309X
Qualifying information (adobe pdf)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781119403104
Qualifying information (electronic bk.)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 1119403103
Qualifying information (electronic bk.)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Cancelled/invalid ISBN 9781119403081
Qualifying information (hardback)
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)1150804616
040 ## - CATALOGING SOURCE
Original cataloging agency DLC
Language of cataloging eng
Description conventions rda
Transcribing agency DLC
Modifying agency OCLCO
-- OCLCQ
-- OCLCF
-- N$T
-- DG1
-- SFB
042 ## - AUTHENTICATION CODE
Authentication code pcc
050 00 - LIBRARY OF CONGRESS CALL NUMBER
Classification number H61.25
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 300.1/5181
Edition number 23
100 1# - MAIN ENTRY--PERSONAL NAME
Preferred name for the person Reynolds, Robert G.,
Authority record control number http://id.loc.gov/authorities/names/n95047345
Relator term author.
245 10 - TITLE STATEMENT
Title Cultural algorithms :
Remainder of title tools to model complex dynamic social systems /
Statement of responsibility, etc Robert G. Reynolds.
264 #1 - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc Hoboken, New Jersey :
Name of publisher, distributor, etc John Wiley & Sons,
Date of publication, distribution, etc [2020]
300 ## - PHYSICAL DESCRIPTION
Extent 1 online resource.
336 ## - CONTENT TYPE
Content type term text
Content type code txt
Source rdacontent.
337 ## - MEDIA TYPE
Media type term computer
Media type code c
Source rdamedia.
338 ## - CARRIER TYPE
Carrier type term online resource
Carrier type code cr
Source rdacarrier.
490 1# - SERIES STATEMENT
Series statement IEEE Press series on computational intelligence.
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references and index.
505 8# - CONTENTS
Formatted contents note Table of Contents<br/>List of Contributors ix<br/><br/>About the Companion Website xi<br/><br/>1 System Design Using Cultural Algorithms 1<br/>Robert G. Reynolds<br/><br/>Introduction 1<br/><br/>The Cultural Engine 4<br/><br/>Outline of the Book: Cultural Learning in Dynamic Environments 6<br/><br/>References 10<br/><br/>2 The Cultural Algorithm Toolkit System 11<br/>Thomas Palazzolo<br/><br/>CAT Overview 11<br/><br/>Downloading and Running CAT 14<br/><br/>The Repast Simphony System 15<br/><br/>Knowledge Sources 15<br/><br/>Fitness Functions 18<br/><br/>ConesWorld 19<br/><br/>The Logistics Function 23<br/><br/>CAT Sample Runs: ConesWorld 24<br/><br/>CAT Sample Runs: Other Problems 32<br/><br/>Reference 34<br/><br/>3 Social Learning in Cultural Algorithms with Auctions 35<br/>Robert G. Reynolds and Leonard Kinnaird-Heether<br/><br/>Introduction 35<br/><br/>Cultural Algorithms 37<br/><br/>Subcultured Multi-Layered, Deep Heterogeneous Networks 40<br/><br/>Auction Mechanisms 42<br/><br/>The Cultural Engine 45<br/><br/>ConesWorld 47<br/><br/>Experimental Framework 50<br/><br/>Results 50<br/><br/>Conclusions 54<br/><br/>References 55<br/><br/>4 Using Common Value Auction in Cultural Algorithm to Enhance Robustness and Resilience of Social Knowledge Distribution Systems 57<br/>Anas AL-Tirawi and Robert G. Reynolds<br/><br/>Cultural Algorithms 57<br/><br/>Common Value Auction 62<br/><br/>ConesWorld 64<br/><br/>Dynamic Experimental Framework 66<br/><br/>Results 67<br/><br/>Conclusions and Future Work 73<br/><br/>References 73<br/><br/>5 Optimizing AI Pipelines: A Game-Theoretic Cultural Algorithms Approach 75<br/>Faisal Waris and Robert G. Reynolds<br/><br/>Introduction 75<br/><br/>Overview of Cultural Algorithms 77<br/><br/>CA Knowledge Distribution Mechanisms 78<br/><br/>Primer on Game Theory 80<br/><br/>Game- Theoretic Knowledge Distribution 81<br/><br/>Continuous-Action Iterated Prisoner’s Dilemma 82<br/><br/>Test Results: Benchmark Problem 89<br/><br/>Test Results: Computer Vision Pipeline 92<br/><br/>Conclusions 95<br/><br/>References 96<br/><br/>6 Cultural Algorithms for Social Network Analysis: Case Studies in Team Formation 98<br/>Kalyani Selvarajah, Ziad Kobti, and Mehdi Kargar<br/><br/>Introduction 98<br/><br/>Application of Social Network 99<br/><br/>Forming Successful Teams 99<br/><br/>Formulating TFP 100<br/><br/>Communication Cost 101<br/><br/>Personnel Cost 101<br/><br/>Distance Cost 102<br/><br/>Workload Balance 102<br/><br/>Why Artificial Intelligence? 103<br/><br/>Cultural Algorithms 103<br/><br/>Forming Teams in Coauthorship Network 104<br/><br/>Individual Representation 105<br/><br/>Fitness Function 107<br/><br/>Belief Space 107<br/><br/>Dataset and Observations 108<br/><br/>Skill Frequency 108<br/><br/>Forming Teams in Health-care Network 108<br/><br/>Individual Representation 113<br/><br/>Fitness Function 114<br/><br/>Dataset and Observation 115<br/><br/>Summary and Conclusion 117<br/><br/>References 117<br/><br/>7 Evolving Emergent Team Strategies in Robotic Soccer using Enhanced Cultural Algorithms 119<br/>Mostafa Z. Ali, Mohammad I. Daoud, Rami Alazrai, and Robert G. Reynolds<br/><br/>Introduction 119<br/><br/>Related Work 121<br/><br/>The 2D Soccer Simulation Test Bed 122<br/><br/>Evolution of Team Strategies via Cultural Algorithm 124<br/><br/>Experiments and Analysis of Results 132<br/><br/>Conclusion 138<br/><br/>References 139<br/><br/>8 The Use of Cultural Algorithms to Learn the Impact of Climate on Local Fishing Behavior in Cerro Azul, Peru 143<br/>Khalid Kattan, Robert G. Reynolds, and Samuel Dustin Stanley<br/><br/>Introduction 143<br/><br/>An Overview of the Cerro Azul Fishing Dataset 143<br/><br/>Data Mining at the Macro, Meso, and Micro Levels 148<br/><br/>Cultural Algorithms and Multiobjective Optimization 149<br/><br/>The Artisanal Fishing Model 153<br/><br/>The Experimental Results 159<br/><br/>Statistical Validation 163<br/><br/>Conclusions and Future Work 166<br/><br/>References 167<br/><br/>9 CAPSO: A Parallelized Multiobjective Cultural Algorithm Particle Swarm Optimizer 169<br/>Samuel Dustin Stanley, Khalid Kattan, and Robert G. Reynolds<br/><br/>Introduction 169<br/><br/>Multiobjective Optimization 170<br/><br/>Cultural Algorithms 171<br/><br/>CAPSO Knowledge Structures 174<br/><br/>Tracking Knowledge Source Progress (Other than Topographic) 176<br/><br/>CAPSO Algorithm Pseudocode 177<br/><br/>Multiple Runs 180<br/><br/>Comparison of Benchmark Problems 180<br/><br/>Overall Summary of Results 192<br/><br/>Other Applications 192<br/><br/>References 193<br/><br/>10 Exploring Virtual Worlds with Cultural Algorithms: Ancient Alpena–Amberley Land Bridge 195<br/>Thomas Palazzolo, Robert G. Reynolds, and Samuel Dustin Stanley<br/><br/>Archaeological Challenges 195<br/><br/>Generalized Framework 198<br/><br/>The Land Bridge Hypothesis 199<br/><br/>Origin and Form 204<br/><br/>Putting Data to Work 205<br/><br/>Pathfinding and Planning 215<br/><br/>Identifying Good Locations: The Hotspot Finder 218<br/><br/>Cultural Algorithms 222<br/><br/>Cultural Algorithm Mechanisms 225<br/><br/>The Composition of the Belief Space 226<br/><br/>Future Work 227<br/><br/>Path Planning Strategy 227<br/><br/>Local Tactics 229<br/><br/>Detailed Locational Information 230<br/><br/>Extending the CA 231<br/><br/>Human Presence in the Virtual World 234<br/><br/>Increasing the Complexity 235<br/><br/>Updated Path-Planning Results in Unity 236<br/><br/>The Fully Rendered Land Bridge 237<br/><br/>Pathfinder Mechanisms 239<br/><br/>Results 245<br/><br/>Conclusions 254<br/><br/>References 255<br/><br/>Index 259
520 ## - SUMMARY, ETC.
Summary, etc "'The Foundations of Social Intelligence' covers a wide range of the basic framework of cultural algorithms, from the history of its development to how other nature-inspired algorithms can be expressed. It also demonstrates how the social organizational structures that make up human socio-political systems can be modeled in terms of cultural algorithms. It explores how the learning process is expressed in thermodynamic terms as a cultural engine, while proposing several social metrics to assess their performance. Cultural algorithms are a computational framework for understanding human social evolution based upon anthropological and archaeological models of cultural evolution. The key is how we can we use cultural algorithms as a vehicle to understand why these building blocks are ubiquitous across the globe in computational terms. The performance of the basic social models are compared against each other relative to the different categories of complex systems problems"--
Assigning source Provided by publisher.
545 0# - BIOGRAPHICAL OR HISTORICAL DATA
Biographical or historical note About the Author<br/>DR. ROBERT G. REYNOLDS is a Professor of Computer Science at Wayne State University and a Visiting Research Scientist at the University of Michigan's Museum of Anthropology. In addition to serving as the Computational Intelligence Representative to the IEEE USA Research and Development Committee, he has also been an Associate Editor for eight Intelligent System and IEEE journals.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Social systems
Authority record control number http://id.loc.gov/authorities/subjects/sh85124081
General subdivision Mathematical models.
Authority record control number http://id.loc.gov/authorities/subjects/sh2002007921.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Culture
Authority record control number http://id.loc.gov/authorities/subjects/sh85034755
General subdivision Mathematical models.
Authority record control number http://id.loc.gov/authorities/subjects/sh2002007921.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Algorithms.
Authority record control number http://id.loc.gov/authorities/subjects/sh85003487.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Social intelligence.
Authority record control number http://id.loc.gov/authorities/subjects/sh86007174.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computational intelligence.
Authority record control number http://id.loc.gov/authorities/subjects/sh94004659.
655 #4 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Electronic books.
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title IEEE series on computational intelligence.
Authority record control number http://id.loc.gov/authorities/names/no2005000378.
856 ## - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier https://onlinelibrary.wiley.com/doi/book/10.1002/9781119403111
Link text Full text is available at Wiley Online Library Click here to view.
942 ## - ADDED ENTRY ELEMENTS
Source of classification or shelving scheme
Item type EBOOK
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Permanent Location Current Location Date acquired Source of acquisition Shelving control number Full call number Barcode Date last seen Price effective from Item type
          COLLEGE LIBRARY COLLEGE LIBRARY 2024-09-17 Megatexts Phil. Inc. 127 300.15181 R333 2020 CL-51258 2024-09-17 2024-09-17 EBOOK