Implement shift operation for VNS algorithm #111

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bustikiller merged 2 commits from shift into main 2024-11-10 17:12:04 +00:00
3 changed files with 84 additions and 0 deletions
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@ -7,6 +7,7 @@ class TableSimulatorJob < ApplicationJob
engine = VNS::Engine.new
engine.add_perturbation(Tables::Swap)
engine.add_perturbation(Tables::Shift)
initial_solution = Tables::Distribution.new(min_per_table: 8, max_per_table: 10)
initial_solution.random_distribution(Guest.potential.shuffle)

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@ -0,0 +1,30 @@
# Copyright (C) 2024 Manuel Bustillo
module Tables
class Shift
private attr_reader :initial_solution
def initialize(initial_solution)
@initial_solution = initial_solution
end
def each
@initial_solution.tables.permutation(2) do |table_a, table_b|
table_a.dup.each do |person|
original_discomfort_a = table_a.reset
original_discomfort_b = table_b.reset
table_a.delete(person)
table_b << person
yield(@initial_solution)
ensure
table_b.delete(person)
table_a << person
table_a.discomfort = original_discomfort_a
table_b.discomfort = original_discomfort_b
end
end
end
end
end

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@ -0,0 +1,53 @@
require 'rails_helper'
module Tables
RSpec.describe Shift do
describe '#each' do
let(:shifts) do
acc = []
described_class.new(initial_solution).each do |solution|
acc << solution.tables.map(&:dup)
end
acc
end
context 'when there are two tables with two people each' do
let(:initial_solution) do
Distribution.new(min_per_table: 2, max_per_table: 2).tap do |distribution|
distribution.tables << Set[:a, :b].to_table
distribution.tables << Set[:c, :d].to_table
end
end
it 'yields all possible shifts between the tables' do
expect(shifts).to contain_exactly(
[Set[:b], Set[:c, :d, :a]],
[Set[:a], Set[:c, :d, :b]],
[Set[:b, :a, :d], Set[:c]],
[Set[:b, :a, :c], Set[:d]]
)
end
end
context 'when there are two tables with three people each' do
let(:initial_solution) do
Distribution.new(min_per_table: 3, max_per_table: 3).tap do |distribution|
distribution.tables << Set[:a, :b, :c].to_table
distribution.tables << Set[:d, :e, :f].to_table
end
end
it 'yields all possible shifts between the tables' do
expect(shifts).to contain_exactly(
[Set[:b, :c], Set[:d, :e, :f, :a]],
[Set[:c, :a], Set[:d, :e, :f, :b]],
[Set[:a, :b], Set[:d, :e, :f, :c]],
[Set[:a, :b, :c, :d], Set[:e, :f]],
[Set[:a, :b, :c, :e], Set[:d, :f]],
[Set[:a, :b, :c, :f], Set[:d, :e]]
)
end
end
end
end
end