Initial version of VNS algorithm #8

Merged
bustikiller merged 20 commits from vns into main 2024-08-01 18:27:42 +00:00
2 changed files with 57 additions and 33 deletions
Showing only changes of commit 2a0a2d77df - Show all commits

View File

@ -14,6 +14,7 @@ module Tables
def cohesion_penalty
table.map { |guest| guest.affinity_group_list.first }.combination(2).sum do |a, b|
distance = AffinityGroupsHierarchy.instance.distance(a, b)
next 1 if distance.nil?
next 0 if distance.zero?

View File

@ -4,44 +4,67 @@ module Tables
let(:calculator) { described_class.new(table) }
describe '#cohesion_penalty' do
before do
# Overridden in each test except trivial cases
allow(AffinityGroupsHierarchy.instance).to receive(:distance).and_call_original
%w[family friends work school].each do |group|
allow(AffinityGroupsHierarchy.instance).to receive(:distance).with(group, group).and_return(0)
end
allow(AffinityGroupsHierarchy.instance).to receive(:distance).with('family', 'friends').and_return(nil)
allow(AffinityGroupsHierarchy.instance).to receive(:distance).with('friends', 'work').and_return(1)
allow(AffinityGroupsHierarchy.instance).to receive(:distance).with('family', 'work').and_return(2)
allow(AffinityGroupsHierarchy.instance).to receive(:distance).with('family', 'school').and_return(3)
allow(AffinityGroupsHierarchy.instance).to receive(:distance).with('friends', 'school').and_return(4)
allow(AffinityGroupsHierarchy.instance).to receive(:distance).with('work', 'school').and_return(5)
end
context 'when the table contains just two guests' do
context 'when they belong to the same group' do
let(:table) { create_list(:guest, 2, affinity_group_list: ['family']) }
it { expect(calculator.send(:cohesion_penalty)).to eq(0) }
end
context 'when they belong to completely unrelated groups' do
let(:table) do
[
create(:guest, affinity_group_list: ['family']),
create(:guest, affinity_group_list: ['friends'])
]
end
before do
allow(AffinityGroupsHierarchy.instance).to receive(:distance).and_return(distance)
end
context 'when they belong to the same group' do
let(:distance) { 0 }
it { expect(calculator.send(:cohesion_penalty)).to eq(0) }
end
context 'when they belong to completely unrelated groups' do
let(:distance) { nil }
it { expect(calculator.send(:cohesion_penalty)).to eq(1) }
end
context 'when they belong to groups at a distance of 1' do
let(:distance) { 1 }
let(:table) do
[
create(:guest, affinity_group_list: ['friends']),
create(:guest, affinity_group_list: ['work'])
]
end
it { expect(calculator.send(:cohesion_penalty)).to eq(0.5) }
end
context 'when they belong to groups at a distance of 2' do
let(:distance) { 2 }
let(:table) do
[
create(:guest, affinity_group_list: ['family']),
create(:guest, affinity_group_list: ['work'])
]
end
it { expect(calculator.send(:cohesion_penalty)).to eq(Rational(2, 3)) }
end
context 'when they belong to groups at a distance of 3' do
let(:distance) { 3 }
let(:table) do
[
create(:guest, affinity_group_list: ['family']),
create(:guest, affinity_group_list: ['school'])
]
end
it { expect(calculator.send(:cohesion_penalty)).to eq(Rational(3, 4)) }
end
@ -56,18 +79,12 @@ module Tables
]
end
before do
allow(AffinityGroupsHierarchy.instance).to receive(:distance).with('family', 'friends').and_return(nil)
allow(AffinityGroupsHierarchy.instance).to receive(:distance).with('friends', 'work').and_return(1)
allow(AffinityGroupsHierarchy.instance).to receive(:distance).with('family', 'work').and_return(2)
end
it 'returns the sum of the penalties for each pair of guests' do
expect(calculator.send(:cohesion_penalty)).to eq(1 + Rational(1, 2) + Rational(2, 3))
end
end
context 'when the table contains four guests' do
context 'when the table contains four guests of different groups' do
let(:table) do
[
create(:guest, affinity_group_list: ['family']),
@ -77,20 +94,26 @@ module Tables
]
end
before do
allow(AffinityGroupsHierarchy.instance).to receive(:distance).with('family', 'friends').and_return(nil)
allow(AffinityGroupsHierarchy.instance).to receive(:distance).with('friends', 'work').and_return(1)
allow(AffinityGroupsHierarchy.instance).to receive(:distance).with('family', 'work').and_return(2)
allow(AffinityGroupsHierarchy.instance).to receive(:distance).with('family', 'school').and_return(3)
allow(AffinityGroupsHierarchy.instance).to receive(:distance).with('friends', 'school').and_return(4)
allow(AffinityGroupsHierarchy.instance).to receive(:distance).with('work', 'school').and_return(5)
end
it 'returns the sum of the penalties for each pair of guests' do
expect(calculator.send(:cohesion_penalty))
.to eq(1 + Rational(1, 2) + Rational(2, 3) + Rational(3, 4) + Rational(4, 5) + Rational(5, 6))
end
end
context 'when the table contains four guests of two split groups' do
let(:table) do
[
create(:guest, affinity_group_list: ['family']),
create(:guest, affinity_group_list: ['family']),
create(:guest, affinity_group_list: ['friends']),
create(:guest, affinity_group_list: ['friends'])
]
end
it 'returns the sum of the penalties for each pair of guests' do
expect(calculator.send(:cohesion_penalty)).to eq(4)
end
end
end
end
end