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Benjamin Doerr: Teaching


Seminar: Theory of Randomized Search Heuristics

PD Dr. Benjamin Doerr, and Dr. Konstantinos Panagiotou.

Date & Time: Oct. 5-9, daily 9-18h, details to be discussed
First Meeting: Wed July 29, 13:00h, room 333 (3rd floor rotunda), building E 14 (MPI für Informatik)

Room: 024 in the MPI building (E1 4)

Topic: Randomized search heuristics like evolutionary algorithms, simulated annealing or ant colony optimization are powerful generic approaches to solve optimization problems. They proved to be very effective in many applications areas. Unfortunately, the theoretical understanding of these methods remains underdeveloped.

Nevertheless, there has been significant progress here in the last decade. In the seminar, we shall try to learn some of this. To this aim, we shall read a soon-to-appear collection of survey articles, each of which covers a separate topic in the wide are of randomized search heuristics.

Credits: You earn the usual 7 LPs for a seminar if you complete the following tasks. You'll be given an survey article (about 25 pages, English language) about a particular topic on theory of randomized search heuristics. You carefully and critically read it. These articles are still in the reviewing process, hence they might contain minor deficiencies. You try to finde some and suggest possible improvements. Finally, you give a talk (45-60 min, German or English language) on the content of the article.

Registration: Send an email to (both) organizers. Please give some basic information about yourself (semester, bachelor/master, ...). Please indicate particular constraints/wishes on the schedule of the seminar. We plan to have a first meeting at the end of the term (roughly). Please also indicate preferences/constraints concerning this.

Schedule:
Time Name Title
Mo 10:00 Shaik Evolutionary Algorithms 1
Mo 13:00 Goran Simulated Annealing
Mo 15:15 Violeta Evolution Strategies
Tu 10:00 Radu Evolutionary Algorithms 2
Tu 13:00 Mittagsseminar
Tu 14:00 Wenkai Lower bounds for ES
We 10:00 Fidaa EAs and Path Problems
We 13:00 Touseef Memetic Algorithms
We 16:00 Senior Researcher Talk
Th 10:00 Sascha Ant Colony Optimization
Th 13:00 Silke Particle Swarm Optimization
Th 15:15 Sven Evol. Multi-Objective Optimization (dimo)
Party!!!
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