Managing complexity: practical considerations in the development and application of ABMs to contemporary policy challenges:
Gespeichert in:
| Weitere Verfasser: | , , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Berlin
Springer-Verlag
[2013]
|
| Schriftenreihe: | Studies in computational intelligence
volume 504 |
| Schlagworte: | |
| Online-Zugang: | BTU01 FHA01 FHI01 FHN01 FHR01 FKE01 FWS01 UBY01 Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | 1 Online Ressource (VIII, 173 p) |
| ISBN: | 9783642392955 |
| DOI: | 10.1007/978-3-642-39295-5 |
Internformat
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Datensatz im Suchindex
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| adam_text | MANAGING COMPLEXITY: PRACTICAL CONSIDERATIONS IN THE DEVELOPMENT AND
APPLICATION OF ABMS TO CONTEMPORARY POLICY CHALLENGES
/
: 2013
TABLE OF CONTENTS / INHALTSVERZEICHNIS
ADDRESSING COMPLEX CHALLENGES IN AN INTERCONNECTED WORLD
COMPLEXITY: WHERE DOES IT COME FROM?
AN OVERVIEW OF AGENT BASED MODELS
RUNNING THE SYSTEM: PREDICTION AND INTERVENTION
THE ACSES MODEL OF AFGHANISTAN: INTRODUCTION AND SOCIAL THEORIES
THE ACSES MODEL OF AFGHANISTAN: THE MODEL OPERATION, SYNTHETIC
POPULATION, CALIBRATION, AND SURPRISES
IMPLEMENTATION INFLUENCES
TOWARDS A CHARACTERIZATION AND SYSTEMATIC EVALUATION FRAMEWORK FOR
THEORIES AND MODELS OF HUMAN, SOCIAL, BEHAVIORAL, AND CULTURAL PROCESSES
WITHIN AGENT-BASED MODELS
LESSONS LEARNED FROM THE ACSES MODEL
ADVANCING SOCIAL SCIENCE THROUGH AGENT-BASED MODELING
ADDITIONAL PROBLEMS
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
MANAGING COMPLEXITY: PRACTICAL CONSIDERATIONS IN THE DEVELOPMENT AND
APPLICATION OF ABMS TO CONTEMPORARY POLICY CHALLENGES
/
: 2013
ABSTRACT / INHALTSTEXT
THIS BOOK EMERGED OUT OF A PROJECT INITIATED AND FUNDED BY THE DEFENSE
ADVANCED RESEARCH PROJECTS AGENCY (DARPA) THAT SOUGHT TO BUILD ON
EFFORTS TO TRANSFORM AGENT-BASED MODELS INTO PLATFORMS FOR PREDICTING
AND EVALUATING POLICY RESPONSES TO REAL WORLD CHALLENGES AROUND THE
WORLD. IT BEGAN WITH THE OBSERVATION THAT SOCIAL SCIENCE THEORIES OF
HUMAN BEHAVIOR ARE OFTEN USED TO ESTIMATE THE CONSEQUENCES OF
ALTERNATIVE POLICY RESPONSES TO IMPORTANT ISSUES AND CHALLENGES.
HOWEVER, ALTERNATIVE THEORIES THAT REMAIN SUBJECT TO CONTRADICTORY
CLAIMS ARE ILL SUITED TO INFORM POLICY. THE VISION BEHIND THE DARPA
PROJECT WAS TO MINE THE SOCIAL SCIENCES LITERATURE FOR ALTERNATIVE
THEORIES OF HUMAN BEHAVIOR, AND THEN FORMALIZE, INSTANTIATE, AND
INTEGRATE THEM WITHIN THE CONTEXT OF AN AGENT-BASED MODELING SYSTEM.
THE RESEARCH TEAM DEVELOPED AN EXPERIMENTAL PLATFORM TO EVALUATE THE
CONDITIONS UNDER WHICH ALTERNATIVE THEORIES AND GROUPS OF THEORIES
APPLIED. THE END RESULT WAS A PROOF OF CONCEPT—DEVELOPED FROM THE
GROUND UP—OF SOCIAL KNOWLEDGE THAT COULD BE USED AS AN INFORMATIVE
GUIDE FOR POLICY ANALYSIS. THIS BOOK DESCRIBES IN DETAIL THE PROCESS OF
DESIGNING AND IMPLEMENTING A PILOT SYSTEM THAT HELPED DARPA ASSESS THE
FEASIBILITY OF A COMPUTATIONAL SOCIAL SCIENCE PROJECT ON A LARGE
SCALE.
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author2 | Hadžikadić, Mirsad O’Brien, Sean Khouja, Moutaz |
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| dewey-full | 006.3 |
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| dewey-ones | 006 - Special computer methods |
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| discipline | Informatik |
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| id | DE-604.BV043309634 |
| illustrated | Not Illustrated |
| indexdate | 2024-08-01T16:14:51Z |
| institution | BVB |
| isbn | 9783642392955 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-028730323 |
| oclc_num | 858014033 |
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| physical | 1 Online Ressource (VIII, 173 p) |
| psigel | ZDB-2-ENG ZDB-2-ENG_2013 |
| publishDate | 2013 |
| publishDateSearch | 2013 |
| publishDateSort | 2013 |
| publisher | Springer-Verlag |
| record_format | marc |
| series | Studies in computational intelligence |
| series2 | Studies in computational intelligence |
| spellingShingle | Managing complexity: practical considerations in the development and application of ABMs to contemporary policy challenges Studies in computational intelligence Engineering Artificial intelligence Computational intelligence Computational Intelligence Artificial Intelligence (incl. Robotics) Ingenieurwissenschaften Künstliche Intelligenz |
| title | Managing complexity: practical considerations in the development and application of ABMs to contemporary policy challenges |
| title_auth | Managing complexity: practical considerations in the development and application of ABMs to contemporary policy challenges |
| title_exact_search | Managing complexity: practical considerations in the development and application of ABMs to contemporary policy challenges |
| title_full | Managing complexity: practical considerations in the development and application of ABMs to contemporary policy challenges Mirsad Hadzikadic, Sean O’Brien, Moutaz Khouja editors |
| title_fullStr | Managing complexity: practical considerations in the development and application of ABMs to contemporary policy challenges Mirsad Hadzikadic, Sean O’Brien, Moutaz Khouja editors |
| title_full_unstemmed | Managing complexity: practical considerations in the development and application of ABMs to contemporary policy challenges Mirsad Hadzikadic, Sean O’Brien, Moutaz Khouja editors |
| title_short | Managing complexity: practical considerations in the development and application of ABMs to contemporary policy challenges |
| title_sort | managing complexity practical considerations in the development and application of abms to contemporary policy challenges |
| topic | Engineering Artificial intelligence Computational intelligence Computational Intelligence Artificial Intelligence (incl. Robotics) Ingenieurwissenschaften Künstliche Intelligenz |
| topic_facet | Engineering Artificial intelligence Computational intelligence Computational Intelligence Artificial Intelligence (incl. Robotics) Ingenieurwissenschaften Künstliche Intelligenz |
| url | https://doi.org/10.1007/978-3-642-39295-5 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028730323&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028730323&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
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