단행본
Simulation for the social scientist
- 판사항
- 2nd ed
- 발행사항
- Maidenhead, England; New York, NY : Open University Press, 2005
- 형태사항
- xi, 295 p. : ill.; 23cm
- ISBN
- 0335216005
- 청구기호
- 300.1 G428s
- 서지주기
- Includes bibliographical references (p. [275]-286) and indexes
소장정보
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|---|---|---|---|---|
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이용 가능 (1)
- 등록번호
- 00011775
- 상태/반납예정일
- 대출가능
- -
- 위치/청구기호(출력)
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목차
Preface ix
1 Simulation and social science 1(14)
What is simulation? 2(4)
The history of social science simulation 6(4)
Simulating human societies 10(3)
Conclusion 13(2)
2 Simulation as a method 15(13)
The logic of simulation 16(2)
The stages of simulation-based research 18(8)
Conclusion 26(2)
3 System dynamics and world models 28(29)
Software 31(1)
An example: doves, hawks and law-abiders 32(12)
Commentary 44(1)
World models 45(5)
Problems and an outlook 50(4)
Further reading 54(3)
4 Microanalytical simulation models 57(22)
Methodologies 60(5)
Software 65(1)
Examples 66(9)
Commentary 75(1)
Further reading 76(3)
5 Queuing models 79(21)
Characteristics of queuing models 80(6)
Software 86(1)
Examples 87(10)
Commentary 97(1)
Further reading 98(2)
6 Multilevel simulation models 100(30)
Some synergetics 102(5)
Software: MIMOSE 107(6)
Examples 113(14)
Commentary 127(1)
Further reading 128(2)
7 Cellular automata 130(42)
The Game of Life 131(3)
Other cellular automata models 134(11)
Extensions to the basic model 145(6)
Software 151(18)
Further reading 169(3)
8 Multi-agent models 172(27)
Agents and agency 173(5)
Agent architecture 178(4)
Building multi-agent simulations 182(8)
Examples of multi-agent modelling 190(7)
Further reading 197(2)
9 Developing multi-agent systems 199(18)
Making a start 200(2)
From theory to model 202(5)
Adding dynamics 207(2)
Cognitive models 209(1)
The user interface 210(1)
Unit tests 211(1)
Debugging 212(2)
Using multi-agent simulations 214(1)
Conclusion 215(1)
Further reading 215(2)
10 Learning and evolutionary models 217(39)
Artificial neural networks 219(3)
Using artificial neural networks for social simulation 222(5)
Designing neural networks 227(3)
Evolutionary computation 230(23)
Further reading 253(3)
Appendix A Web sites 256(11)
General 256(1)
Programs, packages and languages 256(4)
Electronic journals 260(1)
System dynamics 260(1)
Microsimulation 261(2)
Queuing models 263(1)
Cellular automata 264(1)
Multi-agent systems 265(1)
Neural networks 265(1)
Evolutionary computation 266(1)
Appendix B Linear stability analysis of the dove-hawk-lawabider model 267(5)
Appendix C Random number generators 272(3)
References 275(12)
Author index 287(4)
Subject index 291
