About: SimPy

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SimPy is a process-based discrete-event simulation framework based on standard Python. SimPy is released as open source software under the MIT License. The first version was released in December 2002. Its event dispatcher is based on Python's generators and can also be used for asynchronous networking or to implement multi-agent systems (with both, simulated and real communication). Simulations can be performed “as fast as possible”, in real time (wall clock time) or by manually stepping through the events.Though it is theoretically possible to do continuous simulations with SimPy, it has no features to carry out that. However, SimPy is overkill for simulations with a fixed step size where your processes don't interact with each other or with shared resources — use a simple while loop in t

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  • SimPy is a process-based discrete-event simulation framework based on standard Python. SimPy is released as open source software under the MIT License. The first version was released in December 2002. Its event dispatcher is based on Python's generators and can also be used for asynchronous networking or to implement multi-agent systems (with both, simulated and real communication). Simulations can be performed “as fast as possible”, in real time (wall clock time) or by manually stepping through the events.Though it is theoretically possible to do continuous simulations with SimPy, it has no features to carry out that. However, SimPy is overkill for simulations with a fixed step size where your processes don't interact with each other or with shared resources — use a simple while loop in this case. Processes in SimPy are simple Python generator functions and are used to model active components like customers, vehicles or agents. SimPy also provides various types of shared resources to model limited capacity congestion points (like servers, checkout counters and tunnels). From version 3.1, it will also provide monitoring capabilities to aid in gathering statistics about resources and processes. Simpy 3.0 requires Python 3. , while Simpy 4.0 requires Python 3.6+. SimPy distribution contains tutorials, documentation, and examples. (en)
  • SimPy ("Simulation in Python") é um ambiente para a simulação de eventos discretos baseado no Python. Seu despachador de eventos é baseado em funções geradoras e também pode ser usado para redes assíncronas ou para implementar sistemas de multiagentes (tanto com comunicação simulada, quando real). Processos em SimPy são meras funções geradoras em Python e são utilizadas para modelar entidades, tais como: clientes, veículos ou agentes. SimPy também fornece vários tipos de recursos compartilhados para modelar sistemas com capacidade limitada (como servidores, guichês de atendimento, estações de trabalho etc.). A partir da versão 3.1, serão disponibilizados recursos de monitoramento, que permitirão extrair diversas estatísticas sobre recursos e processos existentes em um modelo. As simulações podem ser realizadas "o mais rápido quanto possível", avançando o tempo de simulação ou manualmente, eventos a evento. Embora seja teoricamente possível fazer simulações de processos contínuos com o SimPy, ele não nenhum recursos específico para realizar isso. No entanto, SimPy é excelentepara as simulações com um tamanho fixo de passo, onde os processos não interagem um comos outros ou com recursos partilhados — um simples loop while é suficiente neste caso. A distribuição do SimPy contém tutoriais, documentação detalhada e um grande número de exemplos. SimPy é um software open source sob a Licença MIT. A sua primeira versão foi lançada em Dezembro de 2002. (pt)
  • SimPy — это Python фреймворк процессо-ориентированной дискретно-событийной системы моделирования. Его диспетчеры событий основаны на функциях-генераторах Python. Также они могут использоваться для создания асинхронных сетей или для реализации мультиагентных систем (с как моделируемым, так и реальным взаимодействием). Процессы в SimPy — это просто Python генераторы, которые используются для моделирования активных компонентов, например, таких как покупатели, транспортные средства или агенты. SimPy также обеспечивает различные виды общих ресурсов для моделирования точек с ограниченной пропускной способностью (например, серверов, касс, тоннелей). Начиная с версии 3.1, SimPy также будет обеспечить возможности мониторинга для помощи в сборе статистических данных о ресурсахи процессах. Моделирование может выполняться в режиме «as fast as possible», в режиме реального времени (wall clock time) или в режиме ручного выполнения событий. Теоретически, в SimPy можно сделать непрерывную симуляцию, но фактически это не осуществимо. Однако, в случае моделирования с шагом фиксированного размера, где процессы не взаимодействуют с друг с другом или с общими ресурсами, может использоваться простой цикл while. SimPy распространяется с руководством, подробной документацией и большим количеством примеров. SimPy выпущен как open source проект под лицензией MIT. Первая версия была выпущена в декабре 2002 года. (ru)
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  • Klaus G. Müller, Tony Vignaux (en)
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  • Ontje Lünsdorf, Stefan Scherfke (en)
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  • SimPy, a free discrete-event simulation package based on Python (en)
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  • SimPy is a process-based discrete-event simulation framework based on standard Python. SimPy is released as open source software under the MIT License. The first version was released in December 2002. Its event dispatcher is based on Python's generators and can also be used for asynchronous networking or to implement multi-agent systems (with both, simulated and real communication). Simulations can be performed “as fast as possible”, in real time (wall clock time) or by manually stepping through the events.Though it is theoretically possible to do continuous simulations with SimPy, it has no features to carry out that. However, SimPy is overkill for simulations with a fixed step size where your processes don't interact with each other or with shared resources — use a simple while loop in t (en)
  • SimPy ("Simulation in Python") é um ambiente para a simulação de eventos discretos baseado no Python. Seu despachador de eventos é baseado em funções geradoras e também pode ser usado para redes assíncronas ou para implementar sistemas de multiagentes (tanto com comunicação simulada, quando real). As simulações podem ser realizadas "o mais rápido quanto possível", avançando o tempo de simulação ou manualmente, eventos a evento. A distribuição do SimPy contém tutoriais, documentação detalhada e um grande número de exemplos. (pt)
  • SimPy — это Python фреймворк процессо-ориентированной дискретно-событийной системы моделирования. Его диспетчеры событий основаны на функциях-генераторах Python. Также они могут использоваться для создания асинхронных сетей или для реализации мультиагентных систем (с как моделируемым, так и реальным взаимодействием). Моделирование может выполняться в режиме «as fast as possible», в режиме реального времени (wall clock time) или в режиме ручного выполнения событий. SimPy распространяется с руководством, подробной документацией и большим количеством примеров. (ru)
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  • SimPy (en)
  • SimPy (pt)
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