Quantum models of cognition and decision:
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Cambridge [u.a.]
Cambridge Univ. Press
2012
|
| Edition: | 1. publ. |
| Subjects: | |
| Online Access: | Contributor biographical information Publisher description Table of contents only Inhaltsverzeichnis |
| Item Description: | Hier auch später erschienene, unveränderte Nachdrucke Includes bibliographical references |
| Physical Description: | XV, 407 S. graph. Darst. |
| ISBN: | 9781107011991 9781107419889 |
Staff View
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Record in the Search Index
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| adam_text | IMAGE 1
CONTENTS
PREFACE XI
ACKNOWLEDGMENTS XV
1 WHY USE QUANTUM THEORY FOR COGNITION AND DECISION? SOME COMPELLING
REASONS 1
1.1 SIX REASONS FOR A QUANTUM APPROACH TO COGNITION AND DECISION 1 1.2
FOUR EXAMPLES FROM COGNITION AND DECISION 8
1.3 SOME HISTORY AND A BROADER PICTURE 20
2 WHAT IS QUANTUM THEORY? AN ELEMENTARY INTRODUCTION 28
2.1 GEOMETRIC APPROACH 29
2.2 PATH DIAGRAM APPROACH 49
2.3 MATRIX ALGEBRA 57
2.4 LINEAR ALGEBRA 77
2.5 QUANTUM AXIOMS 88
2.6 SOME FURTHER READING ON QUANTUM THEORY 98
3 WHAT CAN QUANTUM THEORY PREDICT? PREDICTING QUESTION ORDER EFFECTS ON
ATTITUDES 99
3.1 A SIMPLE EXAMPLE 100
3.2 EMPIRICAL TESTS OF RECIPROCITY 104
3.3 GENERAL QUANTUM MODEL 108
3.4 ORDER EFFECT PREDICTIONS 111
3.5 CONCLUDING THOUGHTS 115
4 HOW TO APPLY QUANTUM THEORY? ACCOUNTING FOR HUMAN PROBABILITY JUDGMENT
ERRORS 117
4.1 CONJUNCTION AND DISJUNCTION ERRORS 117
4.2 ORDER EFFECTS ON INFERENCE 131
4.3 COMPATIBILITY AND QUANTUM RATIONALITY 141
5 QUANTUM-INSPIRED MODELS OF CONCEPT COMBINATIONS 143
5.1 CONCEPT COMBINATIONS AND COGNITION 143
5.2 NON-COMPOSITIONAL MODELS OF CONCEPT COMBINATIONS BASED IN QUANTUM
INTERFERENCE 146
5.3 CONCEPT COMBINATIONS MODELLED AS COMPOSITE QUANTUM SYSTEMS 148
VI]
IMAGE 2
CONTENTS
5.4 PROBABILISTIC APPROACHES FOR ANALYZING THE COMPOSITIONALITY OF
CONCEPT COMBINATIONS 156
5.5 EMPIRICAL EXAMPLES OF THE NON-COMPOSITIONALITY OF CONCEPT
COMBINATIONS 162
6 AN APPLICATION OF QUANTUM THEORY TO CONJOINT MEMORY RECOGNITION 169
6.1 EPISODIC OVERDISTRIBUTION EFFECT 169
6.2 CLASSIC PROBABILITY 171
6.3 COGNITIVE MODELS 173
6.4 PATH DIAGRAM QUANTUM MODEL 177
6.5 COMPARISON OF MODELS 183
6.6 CONCLUDING COMMENTS 184
7 QUANTUM-LIKE MODELS OF HUMAN SEMANTIC SPACE 185
7.1 THE HUMAN MENTAL LEXICON 185
7.2 WORDS, CONTEXT AND HILBERT SPACE 191
7.3 AN ANALYSIS OF SPOOKY-ACTIVATION-AT-A-DISTANCE IN TERMS OF A
COMPOSITE QUANTUM SYSTEM 194
7.4 THE QUANTUM MECHANICS OF SEMANTIC SPACE 200
7.5 THE DISTANCE BETWEEN SEMANTIC SPACES 209
8 WHAT ABOUT QUANTUM DYNAMICS? MORE ADVANCED PRINCIPLES 211 8.1 BISTABLE
PERCEPTION APPLICATION 212
8.2 CATEGORIZATION DECISION-MAKING APPLICATION 231
8.3 RANDOM WALK SIGNAL DETECTION MODEL 242
9 WHAT IS THE QUANTUM ADVANTAGE? APPLICATIONS TO DECISION MAKING 254 9.1
ALLAIS AND ELLSBERG PARADOXES 255
9.2 THE DISJUNCTION EFFECT 261
9.3 MARKOV AND QUANTUM MODELS OF THE DISJUNCTION EFFECT 267 9.4 DYNAMIC
CONSISTENCY 280
9.5 INTERFERENCE OF CATEGORIZATION ON DECISIONS 288
9.6 CONCLUDING COMMENTS 290
10 HOW TO MODEL HUMAN INFORMATION PROCESSING USING QUANTUM INFORMATION
THEORY 291
10.1 INFORMATION REPRESENTED BY QUBITS 292
10.2 RULES FORMED BY CONTROL U GATES 295
10.3 EVALUATIONS REPRESENTED BY PLUS-MINUS STATES 307
10.4 STATE-ACTION SEQUENCES 314
10.5 CONCLUDING COMMENTS 320
11 CAN QUANTUM SYSTEMS LEARN? QUANTUM UPDATING 321
11.1 QUANTUM STATE UPDATING BASED ON EXPERIENCE 321
11.2 WEIGHT UPDATING BASED ON GRADIENT DESCENT LEARNING 327
IMAGE 3
CONTENTS IX
11.3 QUANTUM REINFORCEMENT LEARNING 332
11.4 SUMMARY OF LEARNING MODELS 337
12 WHAT ARE THE FUTURE PROSPECTS FOR QUANTUM COGNITION AND DECISION? 338
12.1 CONTRIBUTIONS TO COGNITION AND DECISION 338
12.2 DIRECTIONS FOR FUTURE RESEARCH 342
12.3 PRACTICAL APPLICATIONS OF QUANTUM COGNITION 344
12.4 QUANTUM RATIONALITY 347
12.5 NEUROSCIENCE AND QUANTUM THEORY 349
12.6 THE HARD PROBLEM OF CONSCIOUSNESS 353
12.7 CAN ONLY MISBEGOTTEN FALLACIES RESULT FROM A MARRIAGE BETWEEN
QUANTUM AND COGNITION? 357
APPENDICES 361
A NOTATION 361
B DENSITY MATRIX REPRESENTATION OF STATES 362
C ANALYSIS OF QUESTION ORDER EFFECTS USING DENSITY MATRICES 365 D PAULI
MATRICES 367
E QUANTUM RANDOM WALK 370
F ALTERNATIVE QUANTUM MODELS OF THE DISJUNCTION EFFECT 371
G COMPUTER PROGRAMS 378
REFERENCES 385
INDEX 403
|
| any_adam_object | 1 |
| author | Busemeyer, Jerome R. Bruza, Peter D. 1962- |
| author_GND | (DE-588)172577551 |
| author_facet | Busemeyer, Jerome R. Bruza, Peter D. 1962- |
| author_role | aut aut |
| author_sort | Busemeyer, Jerome R. |
| author_variant | j r b jr jrb p d b pd pdb |
| building | Verbundindex |
| bvnumber | BV040364622 |
| callnumber-first | Q - Science |
| callnumber-label | QA279 |
| callnumber-raw | QA279.4 |
| callnumber-search | QA279.4 |
| callnumber-sort | QA 3279.4 |
| callnumber-subject | QA - Mathematics |
| classification_rvk | CP 4000 |
| ctrlnum | (OCoLC)812221474 (DE-599)BVBBV040364622 |
| dewey-full | 530.12 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 530 - Physics |
| dewey-raw | 530.12 |
| dewey-search | 530.12 |
| dewey-sort | 3530.12 |
| dewey-tens | 530 - Physics |
| discipline | Physik Psychologie |
| edition | 1. publ. |
| format | Book |
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| id | DE-604.BV040364622 |
| illustrated | Illustrated |
| indexdate | 2024-07-10T00:22:33Z |
| institution | BVB |
| isbn | 9781107011991 9781107419889 |
| language | English |
| lccn | 2011051232 |
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| physical | XV, 407 S. graph. Darst. |
| publishDate | 2012 |
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| publisher | Cambridge Univ. Press |
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| spelling | Busemeyer, Jerome R. Verfasser aut Quantum models of cognition and decision Jerome R. Busemeyer ; Peter D. Bruza 1. publ. Cambridge [u.a.] Cambridge Univ. Press 2012 XV, 407 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Hier auch später erschienene, unveränderte Nachdrucke Includes bibliographical references Mathematisches Modell Quantentheorie Decision making Mathematical models Statistical decision Cognition Mathematical models Quantum theory PSYCHOLOGY / Cognitive Psychology bisacsh Informationsverarbeitung (DE-588)4161678-9 gnd rswk-swf Mathematisches Modell (DE-588)4114528-8 gnd rswk-swf Kognition (DE-588)4031630-0 gnd rswk-swf Quantentheorie (DE-588)4047992-4 gnd rswk-swf Quanteninformatik (DE-588)4705961-8 gnd rswk-swf Entscheidungstheorie (DE-588)4138606-1 gnd rswk-swf Informationsverarbeitung (DE-588)4161678-9 s Mathematisches Modell (DE-588)4114528-8 s Quantentheorie (DE-588)4047992-4 s DE-604 Entscheidungstheorie (DE-588)4138606-1 s Quanteninformatik (DE-588)4705961-8 s Kognition (DE-588)4031630-0 s b DE-604 Bruza, Peter D. 1962- Verfasser (DE-588)172577551 aut http://www.loc.gov/catdir/enhancements/fy1205/2011051232-b.html Contributor biographical information http://www.loc.gov/catdir/enhancements/fy1205/2011051232-d.html Publisher description http://www.loc.gov/catdir/enhancements/fy1205/2011051232-t.html Table of contents only SWB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025218379&sequence=000003&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Busemeyer, Jerome R. Bruza, Peter D. 1962- Quantum models of cognition and decision Mathematisches Modell Quantentheorie Decision making Mathematical models Statistical decision Cognition Mathematical models Quantum theory PSYCHOLOGY / Cognitive Psychology bisacsh Informationsverarbeitung (DE-588)4161678-9 gnd Mathematisches Modell (DE-588)4114528-8 gnd Kognition (DE-588)4031630-0 gnd Quantentheorie (DE-588)4047992-4 gnd Quanteninformatik (DE-588)4705961-8 gnd Entscheidungstheorie (DE-588)4138606-1 gnd |
| subject_GND | (DE-588)4161678-9 (DE-588)4114528-8 (DE-588)4031630-0 (DE-588)4047992-4 (DE-588)4705961-8 (DE-588)4138606-1 |
| title | Quantum models of cognition and decision |
| title_auth | Quantum models of cognition and decision |
| title_exact_search | Quantum models of cognition and decision |
| title_full | Quantum models of cognition and decision Jerome R. Busemeyer ; Peter D. Bruza |
| title_fullStr | Quantum models of cognition and decision Jerome R. Busemeyer ; Peter D. Bruza |
| title_full_unstemmed | Quantum models of cognition and decision Jerome R. Busemeyer ; Peter D. Bruza |
| title_short | Quantum models of cognition and decision |
| title_sort | quantum models of cognition and decision |
| topic | Mathematisches Modell Quantentheorie Decision making Mathematical models Statistical decision Cognition Mathematical models Quantum theory PSYCHOLOGY / Cognitive Psychology bisacsh Informationsverarbeitung (DE-588)4161678-9 gnd Mathematisches Modell (DE-588)4114528-8 gnd Kognition (DE-588)4031630-0 gnd Quantentheorie (DE-588)4047992-4 gnd Quanteninformatik (DE-588)4705961-8 gnd Entscheidungstheorie (DE-588)4138606-1 gnd |
| topic_facet | Mathematisches Modell Quantentheorie Decision making Mathematical models Statistical decision Cognition Mathematical models Quantum theory PSYCHOLOGY / Cognitive Psychology Informationsverarbeitung Kognition Quanteninformatik Entscheidungstheorie |
| url | http://www.loc.gov/catdir/enhancements/fy1205/2011051232-b.html http://www.loc.gov/catdir/enhancements/fy1205/2011051232-d.html http://www.loc.gov/catdir/enhancements/fy1205/2011051232-t.html http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025218379&sequence=000003&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT busemeyerjeromer quantummodelsofcognitionanddecision AT bruzapeterd quantummodelsofcognitionanddecision |