Parallel Problem Solving From Nature Ppsn Xvi
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Author | : Thomas Bäck |
Publisher | : Springer Nature |
Total Pages | : 717 |
Release | : 2020-09-02 |
Genre | : Computers |
ISBN | : 3030581152 |
This two-volume set LNCS 12269 and LNCS 12270 constitutes the refereed proceedings of the 16th International Conference on Parallel Problem Solving from Nature, PPSN 2020, held in Leiden, The Netherlands, in September 2020. The 99 revised full papers were carefully reviewed and selected from 268 submissions. The topics cover classical subjects such as automated algorithm selection and configuration; Bayesian- and surrogate-assisted optimization; benchmarking and performance measures; combinatorial optimization; connection between nature-inspired optimization and artificial intelligence; genetic and evolutionary algorithms; genetic programming; landscape analysis; multiobjective optimization; real-world applications; reinforcement learning; and theoretical aspects of nature-inspired optimization.
Author | : Michael Affenzeller |
Publisher | : Springer Nature |
Total Pages | : 463 |
Release | : |
Genre | : |
ISBN | : 3031700856 |
Author | : Thomas Bäck |
Publisher | : Springer Nature |
Total Pages | : 753 |
Release | : 2020-09-02 |
Genre | : Computers |
ISBN | : 3030581128 |
This two-volume set LNCS 12269 and LNCS 12270 constitutes the refereed proceedings of the 16th International Conference on Parallel Problem Solving from Nature, PPSN 2020, held in Leiden, The Netherlands, in September 2020. The 99 revised full papers were carefully reviewed and selected from 268 submissions. The topics cover classical subjects such as automated algorithm selection and configuration; Bayesian- and surrogate-assisted optimization; benchmarking and performance measures; combinatorial optimization; connection between nature-inspired optimization and artificial intelligence; genetic and evolutionary algorithms; genetic programming; landscape analysis; multiobjective optimization; real-world applications; reinforcement learning; and theoretical aspects of nature-inspired optimization.
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Total Pages | : |
Release | : 1991 |
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Author | : Günter Rudolph |
Publisher | : Springer Nature |
Total Pages | : 643 |
Release | : 2022-08-15 |
Genre | : Computers |
ISBN | : 3031147219 |
This two-volume set LNCS 13398 and LNCS 13399 constitutes the refereed proceedings of the 17th International Conference on Parallel Problem Solving from Nature, PPSN 2022, held in Dortmund, Germany, in September 2022. The 87 revised full papers were carefully reviewed and selected from numerous submissions. The conference presents a study of computing methods derived from natural models. Amorphous Computing, Artificial Life, Artificial Ant Systems, Artificial Immune Systems, Artificial Neural Networks, Cellular Automata, Evolutionary Computation, Swarm Computing, Self-Organizing Systems, Chemical Computation, Molecular Computation, Quantum Computation, Machine Learning, and Artificial Intelligence approaches using Natural Computing methods are just some of the topics covered in this field.
Author | : Eiben |
Publisher | : |
Total Pages | : |
Release | : 1998 |
Genre | : |
ISBN | : 9783662190050 |
Author | : International Conference on Parallel Problem Solving from Nature |
Publisher | : |
Total Pages | : 1050 |
Release | : 1996 |
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Author | : Xin Yao |
Publisher | : Springer Science & Business Media |
Total Pages | : 1204 |
Release | : 2004-09-13 |
Genre | : Computers |
ISBN | : 3540230920 |
This book constitutes the refereed proceedings of the 8th International Conference on Parallel Problem Solving from Nature, PPSN 2004, held in Birmingham, UK, in September 2004. The 119 revised full papers presented were carefully reviewed and selected from 358 submissions. The papers address all current issues in biologically inspired computing; they are organized in topical sections on theoretical and foundational issues, new algorithms, applications, multi-objective optimization, co-evolution, robotics and multi-agent systems, and learning classifier systems and data mining.
Author | : Agoston E. Eiben |
Publisher | : Springer Science & Business Media |
Total Pages | : 1076 |
Release | : 1998-09-16 |
Genre | : Computers |
ISBN | : 9783540650782 |
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.
Author | : Thomas Philip Runarsson |
Publisher | : Springer Science & Business Media |
Total Pages | : 1079 |
Release | : 2006-09-13 |
Genre | : Computers |
ISBN | : 3540389903 |
This book constitutes the refereed proceedings of the 9th International Conference on Parallel Problem Solving from Nature, PPSN 2006. The book presents 106 revised full papers covering a wide range of topics, from evolutionary computation to swarm intelligence and bio-inspired computing to real-world applications. These are organized in topical sections on theory, new algorithms, applications, multi-objective optimization, evolutionary learning, as well as representations, operators, and empirical evaluation.