AI x Quantum Computing and its Future · Confidential © 2018 4 MAGELLAN TECH PARK for Business AI...

Confidential

AI x Quantum Computing and its FutureSep 24, 2019

Confidential

© 20182

FukuokaJapan

TokyoJapan

Headquarters

Product Design and DevelopmentResearch and DevelopmentMarketingSales

MarketingSales

Confidential

© 20183

Solve social problemsEnrich the value of human society

Confidential

© 20184

MAGELLAN

TECH PARK

for Business

AI x Quantum Computer

for Children

Technology x Art

Art CGFabricationDigital ArtProgramming

Confidential

© 20185

AI x Quantum Computer for All

Confidential

© 20186

Confidential

© 20187

x

Confidential

© 20188

MARUNOUCHITHE HEART OF TOKYO

Confidential

© 20189

Confidential

© 201810

Confidential

© 201811

Confidential

12

Confidential

© 201813

100 office buildings

4,300 companies

230,000 office workers

Confidential

© 201814

Confidential

© 201815

x

Confidential

© 201816

GARBAGE COLLECTIONAI x OPTIMIZATION

Confidential

© 201817

30 buildingsMultiple types of garbageCollect individuallyEvery night

TARGET

Confidential

© 201818

Each building generates several type of garbage.Amounts depends on the type of shops and offices,

the day of week, weather, holidays, etc.

Confidential

© 201819

Past records

Learning with Deep Learning

Prediction Model

Past records of the type and amount of garbage.

MAGELLAN BLOCKS uses original Deep Learning modelfor regression and learns characteristics from past records.

MAGELLAN BLOCKS makes prediction models.

Confidential

© 201820

OptimizationCore

ApplicationCore

ModelGenerator

Predict the amount of each type of garbage for each building

Confidential

© 201821

OptimizationCore

ApplicationCore

ModelGenerator

Calculate optimized load pattern on trucks. Decide the buildings

Confidential

© 201822

Predict the future

Choose the way

Confidential

23

TECHNOLOGY

OptimizationCore

ApplicationCore

D-WaveModel

Generator

D-Wave

D-Wave

Confidential

Parallel ProcessManager

25

Optimization CoreApplication Core

OptimizationLibrary

Airline

SolutionSet

Transportation

Automobile

Retail

Customer Solution

Shift

Route

Job Schedule

Bin Packing Estate

FactoryTimetable

Predict and OptimizeHumans, Goods, and Work

Mobility as a Service

Predict and OptimizeHealth, Education, and Energy

Smart City

THANK YOU