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Parallel Problem Solving from Nature

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Parallel Problem Solving from Nature
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Parallel Problem Solving from Nature, or PPSN, is a peer-reviewed research conference focusing on the topic of natural computing.

Quick facts Parallel Problem Solving from Nature, Status ...

In 2020 PPSN got a CORE rank of A,[1] corresponding to an "excellent conference, and highly respected in a discipline area".[2]

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Origin

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The idea behind PPSN emerged around 1989-1990 when Bernard Manderick, Reinhard Männer, Heinz Mühlenbein, and Hans-Paul Schwefel, realised they shared a common field of study that was not covered by the conferences on Operations Research, Physics, or Computer Science they attended regularly.[3]

The field of genetic algorithms had already been established in the form of the ICGA conference in 1985, but the founders of PPSN wanted a wider focus, with algorithms that included problem solving, parallel computing and the use of natural metaphors (such as Darwinian evolution or Boltzmann dynamics).

The success of the first PPSN event at Dortmund encouraged its organisers to start a biennial conference series, as a European counterpart to the American-based ICGA (which in 1999 merged with the Genetic Programming conference to give rise to GECCO).

Analogies to natural processes included the thermodynamic process of annealing, immune systems and neural networks, as well as other paradigms, with Darwinian evolution being by far the most frequently used metaphor.

In this way, evolutionary algorithms and evolutionary computation became the common denominator for the PPSN approach to problem solving by mimicking biological principles like populations, birth, death, mutation, recombination, and natural selection.

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History

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So far, eighteen PPSN conferences have been held. The table below describes their dates, locations and cites their websites and proceedings, where accessible. The importance of Dortmund, as the location of the Technical University of Dortmund (de:Technische Universität Dortmund), where the conference originated, as the location of many successor conferences and as the location of on-going relevant research, should not be understated.

More information Year, Dates ...


The last-but-two conference, held in Leiden, counted on Thomas Bäck and Mike Preuss as General Chairs and Carola Doerr, Michael Emmerich and Heike Trautmann as Programme Committee Chairs. André Deutz and Hao Wang were Proceedings Chairs and Anna Esparcia-Alcázar, Ofer Shir and Vanessa Volz were Workshops, Tutorials and Competitions Chairs, respectively; Anna Kononova was Local Chair.

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Format

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Keynote speakers

The diversity of subjects that the conference covers means that it has attracted a wide range of keynote speakers in natural computing and related areas.


More information Year, Keynote speakers ...

Each PPSN conference includes workshops, tutorials and poster sessions, which will be described in more detail.

References

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