Learning and Intelligent Optimization 9th International Conference, LION 9, Lille, France, January 12-15, 2015. Revised Selected Papers / [electronic resource] :
edited by Clarisse Dhaenens, Laetitia Jourdan, Marie-El�eonore Marmion.
- XI, 313 p. 92 illus. online resource.
- Lecture Notes in Computer Science, 8994 0302-9743 ; .
- Lecture Notes in Computer Science, 8994 .
Benchmark problems and performance measures -- Tracking moving optima -- Dynamic multiobjective optimization -- Adaptation, learning, and anticipation -- Handling noisy fitness functions -- Using fitness approximations -- Searching for robust optimal solutions -- Comparative studies -- Hybrid approaches -- Theoretical analysis -- Real-world applications.
This book constitutes the thoroughly refereed post-conference proceedings of the 9th International Conference on Learning and Optimization, LION 9, which was held in Lille, France, in January 2015. The 31 contributions presented were carefully reviewed and selected for inclusion in this book. A large variety of topics are covered, such as benchmark problems and performance measures; tracking moving optima; dynamic multiobjective optimization; adaptation, learning, and anticipation; handling noisy fitness functions; using fitness approximations; searching for robust optimal solutions; comparative studies; hybrid approaches; theoretical analysis; and real-world applications.
9783319190846
10.1007/978-3-319-19084-6 doi
Computer science.
Computers.
Algorithms.
Computer logic.
Numerical analysis.
Artificial intelligence.
Computer simulation.
Computer Science.
Algorithm Analysis and Problem Complexity.
Logics and Meanings of Programs.
Artificial Intelligence (incl. Robotics).
Numeric Computing.
Computation by Abstract Devices.
Simulation and Modeling.
QA76.9.A43
005.1
Benchmark problems and performance measures -- Tracking moving optima -- Dynamic multiobjective optimization -- Adaptation, learning, and anticipation -- Handling noisy fitness functions -- Using fitness approximations -- Searching for robust optimal solutions -- Comparative studies -- Hybrid approaches -- Theoretical analysis -- Real-world applications.
This book constitutes the thoroughly refereed post-conference proceedings of the 9th International Conference on Learning and Optimization, LION 9, which was held in Lille, France, in January 2015. The 31 contributions presented were carefully reviewed and selected for inclusion in this book. A large variety of topics are covered, such as benchmark problems and performance measures; tracking moving optima; dynamic multiobjective optimization; adaptation, learning, and anticipation; handling noisy fitness functions; using fitness approximations; searching for robust optimal solutions; comparative studies; hybrid approaches; theoretical analysis; and real-world applications.
9783319190846
10.1007/978-3-319-19084-6 doi
Computer science.
Computers.
Algorithms.
Computer logic.
Numerical analysis.
Artificial intelligence.
Computer simulation.
Computer Science.
Algorithm Analysis and Problem Complexity.
Logics and Meanings of Programs.
Artificial Intelligence (incl. Robotics).
Numeric Computing.
Computation by Abstract Devices.
Simulation and Modeling.
QA76.9.A43
005.1