PPT-Ant Colony Optimization and its Potential in Data Mining

By Ben Degler Overview Ant Colony Optimization How it works Data Mining Classification Clustering Ant Colony Optimization ACO Introduced in early 1990s Social Insects Swarm Intelligence. Then count all of the ants you found and add them up Ant tug of war with a leaf bit Ant picking up a fallen leaf bit Ant carrying a stick a leaf stem or a flower Ant riding on a leaf that is being carried by another ant Ant falling out of tall plant Ant societies. evolution. It is believed that ants have evolved from wasps and have lived on Earth for at least 100 million years.. Ant colonies. Ants are colony makers and their colonies . may contain . Ant Survival. 2-3 Interesting facts or details in your own words:. . ____________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________. By Cody. Brownbill . At first you might think that they are small and not important, but when you start to look at what they do there is so much you can learn from them.. A wise king who lived 3000 years ago said “Look at the ant, watch his ways and be wise”.. traveling . salesman . problem. Eliran Natan. Seminar in Bioinformatics (. 236818. ) – Spring . 2013. Computer . Science . Department . Technion . - Israel Institute of Technology . Content. Pheromone trails . By:. Once upon a time, there lived a . happy . grasshopper named James. James lived under an old bridge. Every morning, he would always climb up his ladder to the top of the bridge and play his banjo. When the other insects heard the music, they would gather around grasshopper to hear James’s . C. om. S. ens. Research Group. Founding Head: Dr. . Nadeem. . Javaid. Ph.D. , University of Paris-. Est. , France.. Senior Member IEEE, . Associate Professor, Department of Computer Science, . COMSATS Institute of Information . Distance. Distance. (d) – how far an object . travels. Does . not. depend on . direction. Imagine an ant crawling along a . ruler. What distance did the ant travel?. d . = 3 cm. cm. 0. 1. 2. 3. 4. Classification of algorithms. The DIRECT algorithm. Divided rectangles. Exploration and Exploitation as bi-objective optimization. Application to High Speed Civil Transport. Global optimization issues. Types of Colonies Royal Colony – king appointed the governors and leaders of the colony Proprietary Colony – one or more people had authority/ownership over colony Joint-Stock/Company Colonies – businesses set up and in charge Shahed K. Mohammed, Farah Deeba, Francis M. Bui, and Khan A. Wahid. Electrical and Computer Engineering, University of Saskatchewan. 1. Presentation Outline. 2. Wireless Capsule Endoscopy. 60000 Frames per patient. Christoph Lenzen. Tsvetormira Radeva. Background. Feinerman and Korman, DISC ’12:. Memory Lower Bounds for Randomized Collaborative Search and Implications to Biology. . Feinerman et al., PODC ’12:. Michael Kantor. CEO and Founder . Promotion Optimization Institute (POI). First Name. Last Name. Company. Title. Denny. Belcastro. Kimberly-Clark. VP Industry Affairs. Pam. Brown. Del Monte. Director, IT Governance & PMO. Credit: Gaby . Matalon. What is Data Mining?. The. . process . of analyzing data from different perspectives and summarizing it into useful information. It . uncovers patterns . in a large set of data.