Introduction to the Modeling and Analysis of Complex Systems (Record no. 38497)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03070nam a2200361 i 4500 |
| 001 - CONTROL NUMBER | |
| control field | OTLid0000233 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | MnU |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20241120064010.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS--GENERAL INFORMATION | |
| fixed length control field | m o d s |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 180907s2015 mnu o 0 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781942341093 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | MnU |
| Language of cataloging | eng |
| Transcribing agency | MnU |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | QA76 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Sayama, Hiroki |
| Relator term | author |
| 245 00 - TITLE STATEMENT | |
| Title | Introduction to the Modeling and Analysis of Complex Systems |
| Statement of responsibility, etc | Hiroki Sayama |
| 264 #2 - | |
| -- | Minneapolis, MN |
| -- | Open Textbook Library |
| 264 #1 - | |
| -- | [Place of publication not identified] |
| -- | Open SUNY |
| -- | [2015] |
| 264 #4 - | |
| -- | ©2015. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource |
| 336 ## - | |
| -- | text |
| -- | txt |
| -- | rdacontent |
| 337 ## - | |
| -- | computer |
| -- | c |
| -- | rdamedia |
| 338 ## - | |
| -- | online resource |
| -- | cr |
| -- | rdacarrier |
| 490 0# - SERIES STATEMENT | |
| Series statement | Open textbook library. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Introduction -- Fundamentals of Modeling -- Basics of Dynamical Systems -- Discrete-Time Models I: Modeling -- Discrete-Time Models II: Analysis -- Continuous-Time Models I: Modeling -- Continuous-Time Models II: Analysis -- Bifurcations -- Chaos -- Interactive Simulation of Complex Systems -- Cellular Automata I: Modeling -- Cellular Automata II: Analysis -- Continuous Field Models I: Modeling -- Continuous Field Models II: Analysis -- Basics of Networks -- Dynamical Networks I: Modeling -- Dynamical Networks II: Analysis of Network Topologies -- Dynamical Networks III: Analysis of Network Dynamics -- Agent-Based Models |
| 520 0# - SUMMARY, ETC. | |
| Summary, etc | Introduction to the Modeling and Analysis of Complex Systems introduces students to mathematical/computational modeling and analysis developed in the emerging interdisciplinary field of Complex Systems Science. Complex systems are systems made of a large number of microscopic components interacting with each other in nontrivial ways. Many real-world systems can be understood as complex systems, where critically important information resides in the relationships between the parts and not necessarily within the parts themselves. This textbook offers an accessible yet technically-oriented introduction to the modeling and analysis of complex systems. The topics covered include: fundamentals of modeling, basics of dynamical systems, discrete-time models, continuous-time models, bifurcations, chaos, cellular automata, continuous field models, static networks, dynamic networks, and agent-based models. Most of these topics are discussed in two chapters, one focusing on computational modeling and the other on mathematical analysis. This unique approach provides a comprehensive view of related concepts and techniques, and allows readers and instructors to flexibly choose relevant materials based on their objectives and needs. Python sample codes are provided for each modeling example. |
| 542 1# - | |
| -- | Attribution-NonCommercial-ShareAlike |
| 546 ## - LANGUAGE NOTE | |
| Language note | In English. |
| 588 0# - | |
| -- | Description based on print resource |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Computer Science |
| Form subdivision | Textbooks |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | Open Textbook Library |
| Relator term | distributor |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://open.umn.edu/opentextbooks/textbooks/233">https://open.umn.edu/opentextbooks/textbooks/233</a> |
| Public note | Access online version |
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