R Simmer 中的即时库存补货

Question

总的来说，我对 Simmer 库和 R 都很陌生，所以我希望有人能帮助我解决这个问题。

Simmer 文档中的示例显示了一个补货监视器，它按设定的时间间隔检查库存，但我希望在客户取回一定数量的库存后立即补货。我试过创建一个开始时间不确定的补货生成器，并使用 set_source("Restock", at(now(env)) 重新安排在当前 sim 时间发生补货，但这似乎不起作用。有什么建议吗？

# Inv. properties
INV_CAP      <- 100
INV_TRIG     <- 30
INV_LEVEL    <- INV_CAP

# Environment rates
SERVE_RATE   <- 1/10
RESTOCK_RATE <- 1/10

env <- simmer()

restock <- trajectory() %>%
  # Restock only beneath INV_TRIG threshold
  branch(function() INV_LEVEL <= INV_TRIG,
    continue = TRUE,
      trajectory() %>%
        log_("Begin restock") %>%
        timeout(function() rexp(1, RESTOCK_RATE)) %>%
        log_(function(){
          INV_LEVEL <<- INV_CAP
          paste("Restock finished")
        }))

serve <- trajectory() %>%
  log_("Begin serving") %>%
  timeout(function() rexp(1, SERVE_RATE)) %>%
  # Decrease inv. level and cust. demand
  set_attribute("demand", function() {
    amount <- min(INV_LEVEL, get_attribute(env, "demand"))
    INV_LEVEL <<- INV_LEVEL - amount
    return(-amount)
  }, mod = "+")

customer <- trajectory() %>%
  set_attribute("demand", function() sample(DEMAND_MIN:DEMAND_MAX, 1)) %>%
  log_("Entering queue") %>%
  seize("Server") %>%
  join(serve) %>%
  release("Server") %>%
  log_("Finished")

env %>%
  add_resource("Server", capacity = SERVER_CAP, queue_size = QUEUE_CAP) %>%
  add_generator("Customer", customer, function() rexp(1, CUST_RATE), mon = 2) %>%
  run(until = 500)

Answer 1

要设置 "Restock" 源，您首先需要定义一个非活动的 "Restock" 生成器。鉴于它处于非活动状态，您需要在设置新源后将其激活。我给你举个小例子：

library(simmer)

env <- simmer()

restock <- trajectory() %>%
  log_("restock")

serve <- trajectory() %>%
  log_("serve") %>%
  set_source("Restock", at(0)) %>%
  activate("Restock")

env %>%
  add_generator("Customer", serve, at(1, 2, 3)) %>%
  add_generator("Restock", restock, at(-1)) %>%
  run()

编辑：如果您定义以下便捷函数（我想我会在下一个版本中将其添加到 simmer）：

when_activated <- function(n=1) {
  first <- TRUE
  function() {
    if (first) {
      first <<- FALSE
      return(-1)
    }
    c(rep(0, n), -1)
  }
}

然后，

library(simmer)

env <- simmer()

restock <- trajectory() %>%
  log_("restock")

serve <- trajectory() %>%
  log_("serve") %>%
  activate("Restock")

env %>%
  add_generator("Customer", serve, at(1, 2, 3)) %>%
  add_generator("Restock", restock, when_activated()) %>%
  run()

就是这样。

R Simmer 中的即时库存补货

Immediate Inventory Restock in R Simmer

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inventory