Multicriteria decision aid and artificial intelligence : (Record no. 11900)
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| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 130227s2013 enk o 000 0 eng d |
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| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781118522509 |
| Qualifying information | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1118522508 |
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| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781118522516 |
| Qualifying information | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1118522516 |
| Qualifying information | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781299159532 |
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| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1299159532 |
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| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC)829426424 |
| Canceled/invalid control number | (OCoLC)1125397340 |
| -- | (OCoLC)1136321543 |
| 037 ## - SOURCE OF ACQUISITION | |
| Stock number | 447203 |
| Source of stock number/acquisition | MIL |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | T57.95 |
| Item number | .D578 2013 |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | BUS |
| Subject category code subdivision | 061000 |
| Source | bisacsh |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 658.4/033 |
| Edition number | 23 |
| 049 ## - LOCAL HOLDINGS (OCLC) | |
| Holding library | MAIN |
| 245 00 - TITLE STATEMENT | |
| Title | Multicriteria decision aid and artificial intelligence : |
| Remainder of title | links, theory and applications / |
| Statement of responsibility, etc. | edited by Michael Doumpos and Evangelos Grigoroundis. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Chichester, West Sussex, U.K. : |
| Name of publisher, distributor, etc. | John Wiley, |
| Date of publication, distribution, etc. | 2013. |
| 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 |
| 588 0# - SOURCE OF DESCRIPTION NOTE | |
| Source of description note | Online resource; title from digital title page (viewed on Feb. 27, 2013). |
| 505 00 - FORMATTED CONTENTS NOTE | |
| Miscellaneous information | Machine generated contents note: |
| -- | pt. I |
| Title | CONTRIBUTIONS OF INTELLIGENT TECHNIQUES IN MULTICRITERIA DECISION AIDING -- |
| Miscellaneous information | 1. |
| Title | Computational intelligence techniques for multicriteria decision aiding: An overview / |
| Statement of responsibility | Constantin Zopounidis -- |
| Miscellaneous information | 1.1. |
| Title | Introduction -- |
| Miscellaneous information | 1.2. |
| Title | MCDA paradigm -- |
| Miscellaneous information | 1.2.1. |
| Title | Modeling process -- |
| Miscellaneous information | 1.2.2. |
| Title | Methodological approaches -- |
| Miscellaneous information | 1.3. |
| Title | Computational intelligence in MCDA -- |
| Miscellaneous information | 1.3.1. |
| Title | Statistical learning and data mining -- |
| Miscellaneous information | 1.3.2. |
| Title | Fuzzy modeling -- |
| Miscellaneous information | 1.3.3. |
| Title | Metaheuristics -- |
| Miscellaneous information | 1.4. |
| Title | Conclusions -- |
| -- | References -- |
| Miscellaneous information | 2. |
| Title | Intelligent decision support systems / |
| Statement of responsibility | Gloria Phillips-Wren -- |
| Miscellaneous information | 2.1. |
| Title | Introduction -- |
| Miscellaneous information | 2.2. |
| Title | Fundamentals of human decision making -- |
| Miscellaneous information | 2.3. |
| Title | Decision support systems -- |
| Miscellaneous information | 2.4. |
| Title | Intelligent decision support systems -- |
| Miscellaneous information | 2.4.1. |
| Title | Artificial neural networks for intelligent decision support -- |
| Miscellaneous information | 2.4.2. |
| Title | Fuzzy logic for intelligent decision support -- |
| Miscellaneous information | 2.4.3. |
| Title | Expert systems for intelligent decision support -- |
| Miscellaneous information | 2.4.4. |
| Title | Evolutionary computing for intelligent decision support -- |
| Miscellaneous information | 2.4.5. |
| Title | Intelligent agents for intelligent decision support -- |
| Miscellaneous information | 2.5. |
| Title | Evaluating intelligent decision support systems -- |
| Miscellaneous information | 2.5.1. |
| Title | Determining evaluation criteria -- |
| Miscellaneous information | 2.5.2. |
| Title | Multi-criteria model for IDSS assessment -- |
| Miscellaneous information | 2.6. |
| Title | Summary and future trends -- |
| -- | Acknowledgment -- |
| -- | References -- |
| Miscellaneous information | pt. II |
| Title | INTELLIGENT TECHNOLOGIES FOR DECISION SUPPORT AND PREFERENCE MODELING -- |
| Miscellaneous information | 3. |
| Title | Designing distributed multi-criteria decision support systems for complex and uncertain situations / |
| Statement of responsibility | Frank Schultmann -- |
| Miscellaneous information | 3.1. |
| Title | Introduction -- |
| Miscellaneous information | 3.2. |
| Title | Example applications -- |
| Miscellaneous information | 3.3. |
| Title | Key challenges -- |
| Miscellaneous information | 3.4. |
| Title | Making trade-offs: Multi-criteria decision analysis -- |
| Miscellaneous information | 3.4.1. |
| Title | Multi-attribute decision support -- |
| Miscellaneous information | 3.4.2. |
| Title | Making trade-offs under uncertainty -- |
| Miscellaneous information | 3.5. |
| Title | Exploring the future: Scenario-based reasoning -- |
| Miscellaneous information | 3.6. |
| Title | Making robust decisions: Combining MCDA and SBR -- |
| Miscellaneous information | 3.6.1. |
| Title | Decisions under uncertainty: The concept of robustness -- |
| Miscellaneous information | 3.6.2. |
| Title | Combining scenarios and MCDA -- |
| Miscellaneous information | 3.6.3. |
| Title | Collecting, sharing and processing information: A distributed approach -- |
| Miscellaneous information | 3.6.4. |
| Title | Keeping track of future developments: Constructing comparable scenarios -- |
| Miscellaneous information | 3.6.5. |
| Title | Respecting constraints and requirements: Scenario management -- |
| Miscellaneous information | 3.6.6. |
| Title | Assisting evaluation: Assessing large numbers of scenarios -- |
| Miscellaneous information | 3.7. |
| Title | Discussion -- |
| Miscellaneous information | 3.8. |
| Title | Conclusion -- |
| -- | Acknowledgment -- |
| -- | References -- |
| Miscellaneous information | 4. |
| Title | Preference representation with ontologies / |
| Statement of responsibility | Joan Borras -- |
| Miscellaneous information | 4.1. |
| Title | Introduction -- |
| Miscellaneous information | 4.2. |
| Title | Ontology-based preference models -- |
| Miscellaneous information | 4.3. |
| Title | Maintaining the user profile up to date -- |
| Miscellaneous information | 4.4. |
| Title | Decision making methods exploiting the preference information stored in ontologies -- |
| Miscellaneous information | 4.4.1. |
| Title | Recommendation based on aggregation -- |
| Miscellaneous information | 4.4.2. |
| Title | Recommendation based on similarities -- |
| Miscellaneous information | 4.4.3. |
| Title | Recommendation based on rules -- |
| Miscellaneous information | 4.5. |
| Title | Discussion and open questions -- |
| -- | Acknowledgments -- |
| -- | References -- |
| Miscellaneous information | pt. III |
| Title | DECISION MODELS -- |
| Miscellaneous information | 5. |
| Title | Neural networks in multicriteria decision support / |
| Statement of responsibility | Thomas Hanne -- |
| Miscellaneous information | 5.1. |
| Title | Introduction -- |
| Miscellaneous information | 5.2. |
| Title | Basic concepts of neural networks -- |
| Miscellaneous information | 5.2.1. |
| Title | Neural networks for intelligent decision support -- |
| Miscellaneous information | 5.3. |
| Title | Basics in multicriteria decision aid -- |
| Miscellaneous information | 5.3.1. |
| Title | MCDM problems -- |
| Miscellaneous information | 5.3.2. |
| Title | Solutions of MCDM problems -- |
| Miscellaneous information | 5.4. |
| Title | Neural networks and multicriteria decision support -- |
| Miscellaneous information | 5.4.1. |
| Title | Review of neural network applications to MCDM problems -- |
| Miscellaneous information | 5.4.2. |
| Title | Discussion -- |
| Miscellaneous information | 5.5. |
| Title | Summary and conclusions -- |
| -- | References -- |
| Miscellaneous information | 6. |
| Title | Rule-based approach to multicriteria ranking / |
| Statement of responsibility | Roman Stowinski -- |
| Miscellaneous information | 6.1. |
| Title | Introduction -- |
| Miscellaneous information | 6.2. |
| Title | Problem setting -- |
| Miscellaneous information | 6.3. |
| Title | Pairwise comparison table -- |
| Miscellaneous information | 6.4. |
| Title | Rough approximation of outranking and nonoutranking relations -- |
| Miscellaneous information | 6.5. |
| Title | Induction and application of decision rules -- |
| Miscellaneous information | 6.6. |
| Title | Exploitation of preference graphs -- |
| Miscellaneous information | 6.7. |
| Title | Illustrative example -- |
| Miscellaneous information | 6.8. |
| Title | Summary and conclusions -- |
| -- | Acknowledgment -- |
| -- | References -- |
| -- | Appendix -- |
| Miscellaneous information | 7. |
| Title | About the application of evidence theory in multicriteria decision aid / |
| Statement of responsibility | Yves De Smet -- |
| Miscellaneous information | 7.1. |
| Title | Introduction -- |
| Miscellaneous information | 7.2. |
| Title | Evidence theory: Some concepts -- |
| Miscellaneous information | 7.2.1. |
| Title | Knowledge model -- |
| Miscellaneous information | 7.2.2. |
| Title | Combination -- |
| Miscellaneous information | 7.2.3. |
| Title | Decision making -- |
| Miscellaneous information | 7.3. |
| Title | New concepts in evidence theory for MCDA -- |
| Miscellaneous information | 7.3.1. |
| Title | First belief dominance -- |
| Miscellaneous information | 7.3.2. |
| Title | RBBD concept -- |
| Miscellaneous information | 7.4. |
| Title | Multicriteria methods modeled by evidence theory -- |
| Miscellaneous information | 7.4.1. |
| Title | Evidential reasoning approach -- |
| Miscellaneous information | 7.4.2. |
| Title | DS/AHP -- |
| Miscellaneous information | 7.4.3. |
| Title | DISSET -- |
| Miscellaneous information | 7.4.4. |
| Title | choice model inspired by ELECTRE I -- |
| Miscellaneous information | 7.4.5. |
| Title | ranking model inspired by Xu et al.'s method -- |
| Miscellaneous information | 7.5. |
| Title | Discussion -- |
| Miscellaneous information | 7.6. |
| Title | Conclusion -- |
| -- | References -- |
| Miscellaneous information | pt. IV |
| Title | MULTIOBJECTIVE OPTIMIZATION -- |
| Miscellaneous information | 8. |
| Title | Interactive approaches applied to multiobjective evolutionary algorithms / |
| Statement of responsibility | Carlos A. Coello Coello -- |
| Miscellaneous information | 8.1. |
| Title | Introduction -- |
| Miscellaneous information | 8.1.1. |
| Title | Methods analyzed in this chapter -- |
| Miscellaneous information | 8.2. |
| Title | Basic concepts and notation -- |
| Miscellaneous information | 8.2.1. |
| Title | Multiobjective optimization problems -- |
| Miscellaneous information | 8.2.2. |
| Title | Classical interactive methods -- |
| Miscellaneous information | 8.3. |
| Title | MOEAs based on reference point methods -- |
| Miscellaneous information | 8.3.1. |
| Title | weighted distance metric -- |
| Miscellaneous information | 8.3.2. |
| Title | Light beam search combined with NSGA-II -- |
| Miscellaneous information | 8.3.3. |
| Title | Controlling the accuracy of the Pareto front approximation -- |
| Miscellaneous information | 8.3.4. |
| Title | Light beam search combined with PSO -- |
| Miscellaneous information | 8.3.5. |
| Title | preference relation based on a weighted distance metric -- |
| Miscellaneous information | 8.3.6. |
| Title | Chebyshev preference relation -- |
| Miscellaneous information | 8.4. |
| Title | MOEAs based on value function methods -- |
| Miscellaneous information | 8.4.1. |
| Title | Progressive approximation of a value function -- |
| Miscellaneous information | 8.4.2. |
| Title | Value function by ordinal regression -- |
| Miscellaneous information | 8.5. |
| Title | Miscellaneous methods -- |
| Miscellaneous information | 8.5.1. |
| Title | Desirability functions -- |
| Miscellaneous information | 8.6. |
| Title | Conclusions and future work -- |
| -- | Acknowledgment -- |
| -- | References -- |
| Miscellaneous information | 9. |
| Title | Generalized data envelopment analysis and computational intelligence in multiple criteria decision making / |
| Statement of responsibility | Hirotaka Nakayama -- |
| Miscellaneous information | 9.1. |
| Title | Introduction -- |
| Miscellaneous information | 9.2. |
| Title | Generalized data envelopment analysis -- |
| Miscellaneous information | 9.2.1. |
| Title | Basic DEA models: CCR, BCC and FDH models -- |
| Miscellaneous information | 9.2.2. |
| Title | GDEA model -- |
| Miscellaneous information | 9.3. |
| Title | Generation of Pareto optimal solutions using GDEA and computational intelligence -- |
| Miscellaneous information | 9.3.1. |
| Title | GDEA in fitness evaluation -- |
| Miscellaneous information | 9.3.2. |
| Title | GDEA in deciding the parameters of multi-objective PSO -- |
| Miscellaneous information | 9.3.3. |
| Title | Expected improvement for multi-objective optimization using GDEA -- |
| Miscellaneous information | 9.4. |
| Title | Summary -- |
| -- | References -- |
| Miscellaneous information | 10. |
| Title | Fuzzy multiobjective optimization / |
| Statement of responsibility | Masatoshi Sakawa -- |
| Miscellaneous information | 10.1. |
| Title | Introduction -- |
| Miscellaneous information | 10.2. |
| Title | Solution concepts for multiobjective programming -- |
| Miscellaneous information | 10.3. |
| Title | Interactive multiobjective linear programming -- |
| Miscellaneous information | 10.4. |
| Title | Fuzzy multiobjective linear programming -- |
| Miscellaneous information | 10.5. |
| Title | Interactive fuzzy multiobjective linear programming -- |
| Miscellaneous information | 10.6. |
| Title | Interactive fuzzy multiobjective linear programming with fuzzy parameters -- |
| Miscellaneous information | 10.7. |
| Title | Interactive fuzzy stochastic multiobjective linear programming -- |
| Miscellaneous information | 10.8. |
| Title | Related works and applications -- |
| -- | References -- |
| Miscellaneous information | pt. |
| 505 00 - FORMATTED CONTENTS NOTE | |
| Title | V |
| -- | APPLICATIONS IN MANAGEMENT AND ENGINEERING -- |
| Miscellaneous information | 11. |
| Title | Multiple criteria decision aid and agents: Supporting effective resource federation in virtual organizations / |
| Statement of responsibility | Nikolaos Matsatsinis -- |
| Miscellaneous information | 11.1. |
| Title | Introduction -- |
| Miscellaneous information | 11.2. |
| Title | intuition of MCDA in multi-agent systems -- |
| Miscellaneous information | 11.3. |
| Title | Resource federation applied -- |
| Miscellaneous information | 11.3.1. |
| Title | Describing the problem in a cloud computing context -- |
| Miscellaneous information | 11.3.2. |
| Title | Problem modeling -- |
| Miscellaneous information | 11.3.3. |
| Title | Assessing agents' value function for resource federation -- |
| Miscellaneous information | 11.4. |
| Title | illustrative example -- |
| Miscellaneous information | 11.5. |
| Title | Conclusions -- |
| -- | References -- |
| Miscellaneous information | 12. |
| Title | Fuzzy analytic hierarchy process using type-2 fuzzy sets: An application to warehouse location selection / |
| Statement of responsibility | Cengiz Kahraman -- |
| Miscellaneous information | 12.1. |
| Title | Introduction -- |
| Miscellaneous information | 12.2. |
| Title | Multicriteria selection -- |
| Miscellaneous information | 12.2.1. |
| Title | ELECTRE method -- |
| Miscellaneous information | 12.2.2. |
| Title | PROMETHEE -- |
| Miscellaneous information | 12.2.3. |
| Title | TOPSIS -- |
| Miscellaneous information | 12.2.4. |
| Title | weighted sum model method -- |
| Miscellaneous information | 12.2.5. |
| Title | Multi-attribute utility theory -- |
| Miscellaneous information | 12.2.6. |
| Title | Analytic hierarchy process -- |
| Miscellaneous information | 12.3. |
| Title | Literature review of fuzzy AHP -- |
| Miscellaneous information | 12.4. |
| Title | Buckley's type-1 fuzzy AHP -- |
| Miscellaneous information | 12.5. |
| Title | Type-2 fuzzy sets -- |
| Miscellaneous information | 12.6. |
| Title | Type-2 fuzzy AHP -- |
| Miscellaneous information | 12.7. |
| Title | application: Warehouse location selection -- |
| Miscellaneous information | 12.8. |
| Title | Conclusion -- |
| -- | References -- |
| Miscellaneous information | 13. |
| Title | Applying genetic algorithms to optimize energy efficiency in buildings / |
| Statement of responsibility | Evangelos Grigoroudis -- |
| Miscellaneous information | 13.1. |
| Title | Introduction -- |
| Miscellaneous information | 13.2. |
| Title | State-of-the-art review -- |
| Miscellaneous information | 13.3. |
| Title | example case study -- |
| Miscellaneous information | 13.3.1. |
| Title | Basic principles and problem definition -- |
| Miscellaneous information | 13.3.2. |
| Title | Decision variables -- |
| Miscellaneous information | 13.3.3. |
| Title | Decision criteria -- |
| Miscellaneous information | 13.3.4. |
| Title | Decision model -- |
| Miscellaneous information | 13.4. |
| Title | Development and application of a genetic algorithm for the example case study -- |
| Miscellaneous information | 13.4.1. |
| Title | Development of the genetic algorithm -- |
| Miscellaneous information | 13.4.2. |
| Title | Application of the genetic algorithm, analysis of results and discussion -- |
| Miscellaneous information | 13.5. |
| Title | Conclusions -- |
| -- | References -- |
| Miscellaneous information | 14. |
| Title | Nature-inspired intelligence for Pareto optimality analysis in portfolio optimization / |
| Statement of responsibility | Georgios Dounias -- |
| Miscellaneous information | 14.1. |
| Title | Introduction -- |
| Miscellaneous information | 14.2. |
| Title | Literature review -- |
| Miscellaneous information | 14.3. |
| Title | Methodological issues -- |
| Miscellaneous information | 14.4. |
| Title | Pareto optimal sets in portfolio optimization -- |
| Miscellaneous information | 14.4.1. |
| Title | Pareto efficiency -- |
| Miscellaneous information | 14.4.2. |
| Title | Mathematical formulation of the portfolio optimization problem -- |
| Miscellaneous information | 14.5. |
| Title | Computational results -- |
| Miscellaneous information | 14.5.1. |
| Title | Experimental setup -- |
| Miscellaneous information | 14.5.2. |
| Title | Efficient frontier -- |
| Miscellaneous information | 14.6. |
| Title | Conclusion -- |
| -- | References. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Presents recent advances in both models and systems for intelligent decision making. Organisations often face complex decisions requiring the assessment of large amounts of data. In recent years Multicriteria Decision Aid (MCDA) and Artificial Intelligence (AI) techniques have been applied with considerable success to support decision making in a wide range of complex real-world problems. The integration of MCDA and AI provides new capabilities relating to the structuring of complex decision problems in static and distributed environments. These include the handlin. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Includes bibliographical references and index. |
| 590 ## - LOCAL NOTE (RLIN) | |
| Local note | John Wiley and Sons |
| Provenance (VM) [OBSOLETE] | Wiley Online Library: Complete oBooks |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Multiple criteria decision making. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Artificial intelligence. |
| 650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | D�ecision multicrit�ere. |
| 650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Intelligence artificielle. |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | artificial intelligence. |
| Source of heading or term | aat |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | BUSINESS & ECONOMICS |
| General subdivision | Statistics. |
| Source of heading or term | bisacsh |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Artificial intelligence |
| Source of heading or term | fast |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Multiple criteria decision making |
| Source of heading or term | fast |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Doumpos, Michael. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Grigoroudis, Evangelos. |
| 758 ## - RESOURCE IDENTIFIER | |
| Relationship information | has work: |
| Label | Multicriteria decision aid and artificial intelligence (Text) |
| Real World Object URI | https://id.oclc.org/worldcat/entity/E39PCGbgyX4W3D9hyKxwTRHX3P |
| Relationship | https://id.oclc.org/worldcat/ontology/hasWork |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Print version: |
| Title | Multicriteria Decision Aid and Artificial Intelligence : Links, Theory and Applications. |
| Place, publisher, and date of publication | New York : Wiley, c2013. |
| Record control number | (OCoLC)820108791 |
| -- | (DLC) 2012040171 |
| International Standard Book Number | 9781119976394. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://onlinelibrary.wiley.com/doi/book/10.1002/9781118522516">https://onlinelibrary.wiley.com/doi/book/10.1002/9781118522516</a> |
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| 938 ## - | |
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| 994 ## - | |
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