From Krzysztof Krawiec

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This page presents selected visualizations resulting from research conduced with my postdocs and students. Note: Part of my research is in pattern recognition and image analysis; see for instance the images resulting from our research on OCT Imaging.

Evolved detector of blood vessels

The image below presents the outcome of detecting blood vessels in a fundus image (conventional method for assessment of the back of the eye) using a detector evolved by means of genetic programming. See this paper for details.

Semantic-aware genetic programming

An optimized two-dimensional toroidal embedding of all 132 unique semantics obtained from 1024 programs of depth 3 composed of instructions +,−, , /, v, 1. Each tile plots program semantics in the interval [−1, 1]. Shading between tiles is the darker the greater the semantic distance. See (krawiec:2011:EuroGP) and (DBLP:conf/gecco/Krawiec11) for details.

Exploitation of related problems in genetic programming

Improving search efficiency using related problems

See the the poster and the paper See (2010CECKrawiecWieloch) that describe this research.

Co-evolving small-board Go players

Evolution of small-board Go player strategy (a hybrid of coevolutionary learning and temporal difference learning). See (2010CECKrawiecSzubert) for details.

Evolved RTS player

See (2009LichockiKrawiecEvoGames) for details.


(click to pause, double-click to resume)

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Page last modified on September 14, 2016, at 09:16 AM