Struct SmoothedLoadOptimization

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pub struct SmoothedLoadOptimization<T> {
    pub d: i32,
    pub t_end: i32,
    pub bounds: Vec<T>,
    pub switching_cost: Vec<f64>,
    pub hitting_cost: Vec<f64>,
    pub load: Vec<T>,
}
Expand description

Smoothed Load Optimization (SLO).

  • SSCO
  • hitting costs are time independent and linear in some incoming load

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§d: i32

Number of dimensions.

§t_end: i32

Finite, positive time horizon.

§bounds: Vec<T>

Vector of upper bounds of each dimension.

§switching_cost: Vec<f64>

Vector of positive real constants resembling the switching cost of each dimension (strictly ascending). Dimensions must be efficient, i.e. there must not be dimensions with a higher switching and higher hitting cost than onether dimension.

§hitting_cost: Vec<f64>

Time-independent cost of each dimension (strictly descending).

§load: Vec<T>

Non-negative load at each time step.

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impl<'a, T> SmoothedLoadOptimization<T>
where T: Value<'a>,

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pub fn into_sblo(self) -> SmoothedBalancedLoadOptimization<'a, T>

Convert instance to an instance of Smoothed Balanced-Load Optimization.

Trait Implementations§

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impl<'a, T> BaseProblem for SmoothedLoadOptimization<T>
where T: Value<'a>,

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fn d(&self) -> i32

Number of dimensions.
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fn t_end(&self) -> i32

Finite, positive time horizon.
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fn set_t_end(&mut self, t_end: i32)

Updates the time horizon.
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fn inc_t_end(&mut self)

Increases the time horizon by one time step.
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impl<T: Clone> Clone for SmoothedLoadOptimization<T>

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fn clone(&self) -> SmoothedLoadOptimization<T>

Returns a copy of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl<T: Debug> Debug for SmoothedLoadOptimization<T>

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
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impl DefaultGivenOnlineProblem<i32, SmoothedLoadOptimization<i32>, (), DataCenterModelOutputFailure> for Memory

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impl<'a, T> Model<T, SmoothedLoadOptimization<T>, DataCenterOfflineInput, DataCenterOnlineInput, (), DataCenterModelOutputFailure> for DataCenterModel
where T: Value<'a>,

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fn to(&self, _: DataCenterOfflineInput) -> SmoothedLoadOptimization<T>

Notes:

  • Only allows for a single location, source, and job type.
  • Assumes full utilization and averages the energy cost over the time horizon.
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fn update( &self, o: &mut Online<SmoothedLoadOptimization<T>>, _: DataCenterOnlineInput, )

Performs an online update of the given problem instance $o$ with some $input$ (which may be uncertain).
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impl<'a, T> Problem<T, (), DataCenterModelOutputFailure> for SmoothedLoadOptimization<T>
where T: Value<'a>,

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fn hit_cost( &self, t: i32, x: Config<T>, ) -> Cost<(), DataCenterModelOutputFailure>

Hitting cost.
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fn movement(&self, prev_x: Config<T>, x: Config<T>, inverted: bool) -> N64

Movement cost.
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fn objective_function<'a>(&self, xs: &Schedule<T>) -> Result<Cost<C, D>>
where T: Value<'a>,

Objective function. Calculates the cost of a schedule.
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fn inverted_objective_function<'a>( &self, xs: &Schedule<T>, ) -> Result<Cost<C, D>>
where T: Value<'a>,

Inverted Objective function. Calculates the cost of a schedule. Pays the switching cost for powering down rather than powering up.
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fn alpha_unfair_objective_function<'a>( &self, xs: &Schedule<T>, alpha: f64, ) -> Result<Cost<C, D>>
where T: Value<'a>,

$\alpha$-unfair Objective function. Calculates the cost of a schedule.
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fn objective_function_with_default<'a>( &self, xs: &Schedule<T>, default: &Config<T>, ) -> Result<Cost<C, D>>
where T: Value<'a>,

Objective function starting from an initial configuration other than $\mathbf{0}$.
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fn _objective_function_with_default<'a>( &self, xs: &Schedule<T>, default: &Config<T>, alpha: f64, inverted: bool, t_end: i32, ) -> Result<Cost<C, D>>
where T: Value<'a>,

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fn total_movement<'a>(&self, xs: &Schedule<T>, inverted: bool) -> Result<N64>
where T: Value<'a>,

Movement in the decision space.
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fn _default_config<'a>(&self) -> Config<T>
where T: Value<'a>,

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impl<'a, T> VerifiableProblem for SmoothedLoadOptimization<T>
where T: Value<'a>,

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fn verify(&self) -> Result<()>

Auto Trait Implementations§

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impl<T> Any for T
where T: 'static + ?Sized,

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unsafe fn clone_to_uninit(&self, dst: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
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fn vzip(self) -> V