programming languages

CYBERNETIC INTELLIGENT SYSTEMS 2009 - TUTORIAL
Embedding Artificial Intelligence and
Soft Computing in general purpose
programming languages
Dr Wieslaw Pietruszkiewicz
SDART Ltd
www. .co.uk Wiesław Pietruszkiewicz
Embedding Artificial Intelligence and Soft Computing in
general purpose programming languages

CYBERNETIC INTELLIGENT SYSTEMS 2009 - TUTORIAL
Plan of presentation
Problem
Aim
Intelligent software
Examples
www. .co.uk Wiesław Pietruszkiewicz
Embedding Artificial Intelligence and Soft Computing in
general purpose programming languages

CYBERNETIC INTELLIGENT SYSTEMS 2009 - TUTORIAL
Why
Popular in the research community
Specialized languages
Many libraries/toolkits and examples are
available
www. .co.uk Wiesław Pietruszkiewicz
Embedding Artificial Intelligence and Soft Computing in
general purpose programming languages

CYBERNETIC INTELLIGENT SYSTEMS 2009 - TUTORIAL
Why not
Specialized
High price
Simple or no GUI
No networking
Research not production languges
CES (Numb3rs)
www. .co.uk Wiesław Pietruszkiewicz
Embedding Artificial Intelligence and Soft Computing in
general purpose programming languages

CYBERNETIC INTELLIGENT SYSTEMS 2009 - TUTORIAL
The aim of this tutorial
Promote other programming languages and
technologies
Show the benefits of software based on
technologies
www. .co.uk Wiesław Pietruszkiewicz
Embedding Artificial Intelligence and Soft Computing in
general purpose programming languages

CYBERNETIC INTELLIGENT SYSTEMS 2009 - TUTORIAL
Important features
Scientific libraries
Dynamic languages
Prototyping
Visual design (graphical programming)
www. .co.uk Wiesław Pietruszkiewicz
Embedding Artificial Intelligence and Soft Computing in
general purpose programming languages

CYBERNETIC INTELLIGENT SYSTEMS 2009 - TUTORIAL
More important part of AI
software
Intelli
gent
A
Mecha
nism
Knowledge
Models
Rules
Graphs
www. .co.uk Wiesław Pietruszkiewicz
Embedding Artificial Intelligence and Soft Computing in
general purpose programming languages

CYBERNETIC INTELLIGENT SYSTEMS 2009 - TUTORIAL
Product
Researchers
Proxy
Programmers
Marketing
Sales
Market
Customers
www. .co.uk Wiesław Pietruszkiewicz
Embedding Artificial Intelligence and Soft Computing in
general purpose programming languages

CYBERNETIC INTELLIGENT SYSTEMS 2009 - TUTORIAL
Software quality factors
Efficiency
Security
Testability
Maintainability
….
U s a b i l i t y
www. .co.uk Wiesław Pietruszkiewicz
Embedding Artificial Intelligence and Soft Computing in
general purpose programming languages

CYBERNETIC INTELLIGENT SYSTEMS 2009 - TUTORIAL
Levels of programming languages
Easieness
IV level
III level
II level
I level
Universality
Universality
www. .co.uk Wiesław Pietruszkiewicz
Embedding Artificial Intelligence and Soft Computing in
general purpose programming languages

CYBERNETIC INTELLIGENT SYSTEMS 2009 - TUTORIAL
Software production
Research
Development
Idea
Technology X
??
Technology X
Replanning
& redesign
???
Technology Y
??
Product
www. .co.uk Wiesław Pietruszkiewicz
Embedding Artificial Intelligence and Soft Computing in
general purpose programming languages

CYBERNETIC INTELLIGENT SYSTEMS 2009 - TUTORIAL
Examples
I II III
Desktop Server Client
www. .co.uk Wiesław Pietruszkiewicz
Embedding Artificial Intelligence and Soft Computing in
general purpose programming languages

CYBERNETIC INTELLIGENT SYSTEMS 2009 - TUTORIAL
Problem I
Perform machine learning task:
•Iris
•kNN
Java + Java-ML
www. .co.uk Wiesław Pietruszkiewicz
Embedding Artificial Intelligence and Soft Computing in
general purpose programming languages

CYBERNETIC INTELLIGENT SYSTEMS 2009 - TUTORIAL
Problem I
Java:
•Highly popular
•Many libraries
•Portable
•GUI
•Networking
•Look&Feel
www. .co.uk Wiesław Pietruszkiewicz
Embedding Artificial Intelligence and Soft Computing in
general purpose programming languages

CYBERNETIC INTELLIGENT SYSTEMS 2009 - TUTORIAL
Problem II
Web service with soft computing capabilities:
•Welch&Bishop filtering problem
•Graphical presentation of the results
Python + SciPy
www. .co.uk Wiesław Pietruszkiewicz
Embedding Artificial Intelligence and Soft Computing in
general purpose programming languages

CYBERNETIC INTELLIGENT SYSTEMS 2009 - TUTORIAL
Problem II
Welch&Bishop
www. .co.uk Wiesław Pietruszkiewicz
Embedding Artificial Intelligence and Soft Computing in
general purpose programming languages

CYBERNETIC INTELLIGENT SYSTEMS 2009 - TUTORIAL
Python:
•Highly popular
•Prototyping
•GUI
•Networking
•Dynamic language
•Portable
•Multiple targets
Problem II
www. .co.uk Wiesław Pietruszkiewicz
Embedding Artificial Intelligence and Soft Computing in
general purpose programming languages

CYBERNETIC INTELLIGENT SYSTEMS 2009 - TUTORIAL
Problem III
Particle Swarm Optimisation:
•Animated
•On client machine
Flex (ActionScript)
www. .co.uk Wiesław Pietruszkiewicz
Embedding Artificial Intelligence and Soft Computing in
general purpose programming languages

CYBERNETIC INTELLIGENT SYSTEMS 2009 - TUTORIAL
Problem III
Flex (but applies to the other RIAs):
•Web solutions
•Prototyping
•GUI
•Portable
•Easy to use
www. .co.uk Wiesław Pietruszkiewicz
Embedding Artificial Intelligence and Soft Computing in
general purpose programming languages

CYBERNETIC INTELLIGENT SYSTEMS 2009 - TUTORIAL
Choose a language/technology that suits your problem.
Do not solve the problem in some way only because that
suits your language/technology.
www. .co.uk Wiesław Pietruszkiewicz
Embedding Artificial Intelligence and Soft Computing in
general purpose programming languages

CYBERNETIC INTELLIGENT SYSTEMS 2009 - TUTORIAL
Idea
Prepare AI&SC programming benchmarks and
compare:
Speed
Easiness
Efficiency
www. .co.uk Wiesław Pietruszkiewicz
Embedding Artificial Intelligence and Soft Computing in
general purpose programming languages

CYBERNETIC INTELLIGENT SYSTEMS 2009 - TUTORIAL
Tutorial will be available at
www.pietruszkiewicz.info
www. .co.uk Wiesław Pietruszkiewicz
Embedding Artificial Intelligence and Soft Computing in
general purpose programming languages