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- W28534489 abstract "Synergies exist between empirical and formal approaches to agent-based systems. We discuss these approaches and posit that whether to follow an empirical or formal approach depends on the domain of interest and the properties of the results we seek. The focus in the empirical approach to agent-based systems is system-centric. In the empirical approach we remain grounded in objects and events of the real world. Uncertainties and other realities in the world that are difficult to formalize are best captured by empirical approaches. In domains in which observational data is available, such as biological systems, empirical approximations of real phenomena are useful. Systems of mobile robots as agents are all empirical systems and by observation we extrapolate principles, methodologies, and architectures. With the empirical approach we seek to measure, experiment, and gain access to metrics and benchmarks. The focus in the formal approach to agent-based systems is model-centric. Cognitive ingredients of complex mental states as well as precise models and requirements of critical systems are best captured by formal approaches. Models are often designed for" @default.
- W28534489 created "2016-06-24" @default.
- W28534489 creator A5078422001 @default.
- W28534489 date "2000-01-01" @default.
- W28534489 modified "2023-09-27" @default.
- W28534489 title "Empirical versus Formal Approaches to Agent-Based Systems" @default.
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