By Romulus-Catalin Damaceanu
"Agent-based Computational Economics utilizing NetLogo" explores how researchers can create, use and enforce multi-agent computational types in Economics by utilizing NetLogo software program platform. difficulties of financial technology might be solved utilizing multi-agent modelling (MAM). this system makes use of a working laptop or computer version to simulate the activities and interactions of self reliant entities in a community, so that it will learn the results at the whole economy. MAM combines components of online game idea, advanced structures, emergence and evolutionary programming. The Monte Carlo strategy is additionally utilized in this publication to introduce random parts. The eleven versions offered during this textual content simulate the simultaneous operations of a number of brokers in an try and recreate and are expecting advanced fiscal phenomena.
This ebook explains the subject in a scientific demeanour, beginning with an creation for readers as a consequence by way of method and implementation utilizing NetLogo. the amount ends with conclusions according to the result of the experiments presented.
The publication is meant as a concise and important source for economists, utilized mathematicians, social sciences scientists, structures analysts, operations researchers and numerical analysts.
Read Online or Download Agent-based Computational Economics using NetLogo PDF
Similar computer simulation books
Agent-based expertise presents a brand new computing paradigm, the place clever brokers can be utilized to accomplish projects reminiscent of sensing, making plans, scheduling, reasoning and decision-making. In an agent-based approach, software program brokers with adequate intelligence and autonomy can both paintings independently or coordinately with different brokers to complete initiatives and missions.
This is often the second one quantity within the sequence "Mathematics in business Prob lems. " the inducement for either volumes is to foster inter motion among and arithmetic on the "grass roots"; that's on the point of spe cific difficulties. those difficulties come from undefined: they come up from versions constructed by means of the commercial scientists in enterprise directed on the manufac ture of recent or better items.
Simulation of ODE/PDE types with MATLAB®, OCTAVE and SCILAB indicates the reader easy methods to take advantage of a fuller array of numerical tools for the research of complicated clinical and engineering platforms than is conventionally hired. The ebook is devoted to numerical simulation of allotted parameter structures defined through combined structures of algebraic equations, traditional differential equations (ODEs) and partial differential equations (PDEs).
- Communication System Design Using DSP Algorithms: With Laboratory Experiments for the TMS320C6701 and TMS320C6711
- Reviews in Computational Chemistry
- Environments for Multi-Agent Systems III: Third International Workshop, E4MAS 2006, Hakodate, Japan, May 8, 2006, Selected Revised and Invited Papers
- Numerical simulation in molecular dynamics. Numerics, algorithms, parallelization
Extra info for Agent-based Computational Economics using NetLogo
Parameters have numerical values that do not modify on the entire period of simulation. Normally, parameters are initialized before simulation. However, in some situations they can be changed during the simulation. Variables are labels that exhibit a number of values during the simulation. Procedures are a finite list of well-defined operations that are working with the passive part of an-agent based computational (agents, parameters and variables) and with the active part (other procedures). In the frame of NetLogo there are two types of procedures: commands and reporters.
1996). Growing Artificial Societies: Social Science from the Bottom Up. , Gabriele, R. (2004). Matching, Bargaining, and Wage Setting in an Evolutionary Model of Labor Market and Output Dynamics. Advances in Complex Systems, 14, 237-273. Gardner, M. (1970). Mathematical Games - The fantastic combinations of John Conway's new solitaire game "life". , & Terna, P. (2000). How to build and use agent-based models in social science. , Nooteboom, B. (2006). Adaptive Build-up and Breakdown of Trust: An Agent Based Computational Approach.
Ask consumers COi with neit = 0 to call procedure Find Producers, ComputeBalance Step 6. Ask producers PRi to: - call procedure ComputeProfit - if > 0 then set msit: = Step 7. Set ht: = Step 8. Set tht: = tht+ht Step 9. Set ht: = tht/t Step 10. Set tgt: = tgt+gt Step 11. Set gt: = tgt/t Step 12. Set tpt: = tpt+ Step 13. Set pt: = tpt/t Step 14. Set rt: = trt+ Step 15. Set rt: = trt/t Step 16. Set tst: = Step 17. If t = 1000 the stop simulation - ComputeGiniIndex is the procedure used to compute Gini index: Step 1.
Agent-based Computational Economics using NetLogo by Romulus-Catalin Damaceanu