Parallel Problem Solving from Nature -- PPSN XIII 13th International Conference, Ljubljana, Slovenia, September 13-17,2014, Proceedings /
Parallel Problem Solving from Nature -- PPSN XIII 13th International Conference, Ljubljana, Slovenia, September 13-17,2014, Proceedings / [electronic resource] :
edited by Thomas Bartz-Beielstein, Juergen Branke, Bogdan Filipič, James Smith.
- 1st ed. 2014.
- XXIV, 955 p. 262 illus. online resource.
- Theoretical Computer Science and General Issues, 8672 2512-2029 ; .
- Theoretical Computer Science and General Issues, 8672 .
Adaptation, Self-Adaptation and Parameter Tuning -- Classifier Systems, Differential Evolution and Swarm Intelligence -- Coevolution and Artificial Immune Systems -- Constraint Handling -- Dynamic and Uncertain Environments -- Estimation of Distribution Algorithms and Metamodelling -- Genetic Programming -- Multi-objective Optimisation -- Parallel Algorithms and Hardware Implementations -- Real-World Applications -- Theory.
This book constitutes the refereed proceedings of the 13th International Conference on Parallel Problem Solving from Nature, PPSN 2013, held in Ljubljana, Slovenia, in September 2014. The total of 90 revised full papers were carefully reviewed and selected from 217 submissions. The meeting began with 7 workshops which offered an ideal opportunity to explore specific topics in evolutionary computation, bio-inspired computing and metaheuristics. PPSN XIII also included 9 tutorials. The papers are organized in topical sections on adaption, self-adaption and parameter tuning; classifier system, differential evolution and swarm intelligence; coevolution and artificial immune systems; constraint handling; dynamic and uncertain environments; estimation of distribution algorithms and metamodelling; genetic programming; multi-objective optimisation; parallel algorithms and hardware implementations; real world applications; and theory.
9783319107622
10.1007/978-3-319-10762-2 doi
Artificial intelligence.
Bioinformatics.
Computer science.
Pattern recognition systems.
Algorithms.
Computer science--Mathematics.
Discrete mathematics.
Artificial Intelligence.
Computational and Systems Biology.
Theory of Computation.
Automated Pattern Recognition.
Algorithms.
Discrete Mathematics in Computer Science.
Q334-342 TA347.A78
006.3
Adaptation, Self-Adaptation and Parameter Tuning -- Classifier Systems, Differential Evolution and Swarm Intelligence -- Coevolution and Artificial Immune Systems -- Constraint Handling -- Dynamic and Uncertain Environments -- Estimation of Distribution Algorithms and Metamodelling -- Genetic Programming -- Multi-objective Optimisation -- Parallel Algorithms and Hardware Implementations -- Real-World Applications -- Theory.
This book constitutes the refereed proceedings of the 13th International Conference on Parallel Problem Solving from Nature, PPSN 2013, held in Ljubljana, Slovenia, in September 2014. The total of 90 revised full papers were carefully reviewed and selected from 217 submissions. The meeting began with 7 workshops which offered an ideal opportunity to explore specific topics in evolutionary computation, bio-inspired computing and metaheuristics. PPSN XIII also included 9 tutorials. The papers are organized in topical sections on adaption, self-adaption and parameter tuning; classifier system, differential evolution and swarm intelligence; coevolution and artificial immune systems; constraint handling; dynamic and uncertain environments; estimation of distribution algorithms and metamodelling; genetic programming; multi-objective optimisation; parallel algorithms and hardware implementations; real world applications; and theory.
9783319107622
10.1007/978-3-319-10762-2 doi
Artificial intelligence.
Bioinformatics.
Computer science.
Pattern recognition systems.
Algorithms.
Computer science--Mathematics.
Discrete mathematics.
Artificial Intelligence.
Computational and Systems Biology.
Theory of Computation.
Automated Pattern Recognition.
Algorithms.
Discrete Mathematics in Computer Science.
Q334-342 TA347.A78
006.3