[Lecture Notes in Computer Science] Parallel Problem Solving from Nature — PPSN V Volume 1498 || Selection of training data for neural networks by a genetic algorithm

✍ Scribed by Eiben, Agoston E.; Bäck, Thomas; Schoenauer, Marc; Schwefel, Hans-Paul

• Book ID: 115530923
• Publisher: Springer Berlin Heidelberg
• Year: 1998
• Tongue: German
• Weight: 500 KB
• Edition: 1998
• Category: Article
• ISBN-13: 9783540650782
• DOI: 10.1007/bfb0056905

✦ Synopsis

This book constitutes the refereed proceedings of the 5th International Conference on Parallel Problem Solving from Nature, PPSN V, held in Amsterdam, The Netherlands, in September 1998.
The 101 papers included in their revised form were carefully reviewed and selected from a total of 185 submissions. The book is divided into topical sections on convergence theory; fitness landscape and problem difficulty; noisy and non-stationary objective functions; multi-criteria and constrained optimization; representative issues; selection, operators, and evolution schemes; coevolution and learning; cellular automata, fuzzy systems, and neural networks; ant colonies, immune systems, and other paradigms; TSP, graphs, and satisfiability; scheduling, partitioning, and packing; design and telecommunications; and model estimations and layout problems.