EAN: 9783319992525

PARALLEL PROBLEM SOLVING FROM NATURE - PPSN XV ...

This two-volume set LNCS 11101 and 11102 constitutes the refereed proceedings of the 15th
International Conference on Parallel Problem Solving from Nature  PPSN 2018  held in Coimbra 
Portugal  in September 2018. The 79 revised full papers were carefully reviewed and selected
from 205 submissions. The papers cover a wide range of topics in natural computing including
evolutionary computation  artificial neural networks  artificial life  swarm intelligence 
artificial immune systems  self-organizing systems  emergent behavior  molecular computing 
evolutionary robotics  evolvable hardware  parallel implementations and applications to
real-world problems. The papers are organized in the following topical sections: numerical
optimization  combinatorial optimization  genetic programming  multi-objective optimization 
parallel and distributed frameworks  runtime analysis and approximation results  fitness
landscape modeling and analysis  algorithm configuration  selection  and benchmarking  machine
learning and evolutionary algorithms  and applications. Also included are the descriptions of
23 tutorials and 6 workshops which took place in the framework of PPSN XV.

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