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OpenShopScheduling

Struct OpenShopScheduling 

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pub struct OpenShopScheduling { /* private fields */ }
Expand description

The Open Shop Scheduling problem.

Given m machines and n jobs, where job j has one task on each machine i with processing time p[j][i], find a non-preemptive schedule that minimizes the makespan. Unlike flow-shop or job-shop scheduling, there is no prescribed order for the tasks of a given job — each job’s tasks may be processed on the machines in any order.

§Constraints

  1. Machine constraint: Each machine processes at most one job at a time.
  2. Job constraint: Each job occupies at most one machine at a time.

§Configuration Encoding

The configuration is a flat array of n * m values. config[i * n .. (i + 1) * n] gives the permutation of jobs on machine i (direct job indices, not Lehmer code). A segment is valid iff it is a permutation of 0..n. Invalid configs return Min(None).

§Example

use problemreductions::models::misc::OpenShopScheduling;
use problemreductions::{Problem, Solver, BruteForce};
use problemreductions::types::Min;

// 2 machines, 2 jobs
let p = vec![vec![1, 2], vec![2, 1]];
let problem = OpenShopScheduling::new(2, p);
let solver = BruteForce::new();
let value = Solver::solve(&solver, &problem);
assert_eq!(value, Min(Some(3)));

Implementations§

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impl OpenShopScheduling

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pub fn new(num_machines: usize, processing_times: Vec<Vec<usize>>) -> Self

Create a new Open Shop Scheduling instance.

§Arguments
  • num_machines - Number of machines m
  • processing_times - processing_times[j][i] = processing time of job j on machine i. Each inner Vec must have length num_machines.
§Panics

Panics if any job does not have exactly num_machines processing times.

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pub fn num_machines(&self) -> usize

Get the number of machines.

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pub fn num_jobs(&self) -> usize

Get the number of jobs.

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pub fn processing_times(&self) -> &[Vec<usize>]

Get the processing time matrix.

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pub fn decode_orders(&self, config: &[usize]) -> Option<Vec<Vec<usize>>>

Decode the per-machine job orderings from a config.

Returns None if the config length is wrong or any segment is not a valid permutation of 0..n.

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pub fn compute_makespan(&self, orders: &[Vec<usize>]) -> usize

Compute the makespan from a set of per-machine job orderings.

Uses a greedy simulation: at each step, among all machines whose next scheduled job can start (both machine and job are free), schedule the one with the earliest available start time.

Trait Implementations§

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impl Clone for OpenShopScheduling

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fn clone(&self) -> OpenShopScheduling

Returns a duplicate 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 Debug for OpenShopScheduling

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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<'de> Deserialize<'de> for OpenShopScheduling

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl Problem for OpenShopScheduling

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const NAME: &'static str = "OpenShopScheduling"

Base name of this problem type (e.g., “MaximumIndependentSet”).
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type Value = Min<usize>

The evaluation value type.
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fn variant() -> Vec<(&'static str, &'static str)>

Returns variant attributes derived from type parameters. Read more
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fn dims(&self) -> Vec<usize>

Configuration space dimensions. Each entry is the cardinality of that variable.
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fn evaluate(&self, config: &[usize]) -> Min<usize>

Evaluate the problem on a configuration.
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fn num_variables(&self) -> usize

Number of variables (derived from dims).
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fn problem_type() -> ProblemType

Look up this problem’s catalog entry. Read more
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impl ReduceTo<ILP<i32>> for OpenShopScheduling

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type Result = ReductionOSSToILP

The reduction result type.
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fn reduce_to(&self) -> Self::Result

Reduce this problem to the target problem type.
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impl ReduceTo<OpenShopScheduling> for Partition

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type Result = ReductionPartitionToOpenShopScheduling

The reduction result type.
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fn reduce_to(&self) -> Self::Result

Reduce this problem to the target problem type.
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impl Serialize for OpenShopScheduling

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fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>
where __S: Serializer,

Serialize this value into the given Serde serializer. Read more
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impl DeclaredVariant for OpenShopScheduling

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Evaluate a configuration and return the result as a serializable JSON value.
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