Learning and intelligent optimization : 9th International Conference, LION 9, Lille, France, January 12-15, 2015. Revised selected papers /
Learning and intelligent optimization : 9th International Conference, LION 9, Lille, France, January 12-15, 2015. Revised selected papers /
LION 9
Clarisse Dhaenens, Laetitia Jourdan, Marie-Eléonore Marmion (eds.).
- 1 online resource (xi, 313 pages) : illustrations
- Lecture notes in computer science, 8994 0302-9743 ; LNCS sublibrary. SL 1, Theoretical computer science and general issues .
- Lecture notes in computer science ; 8994. LNCS sublibrary. SL 1, Theoretical computer science and general issues. .
Includes author index.
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 3319190849 3319190830 9783319190839
10.1007/978-3-319-19084-6 doi
com.springer.onix.9783319190846 Springer Nature
GBB8O4146 bnb
019184277 Uk
Machine learning--Congresses.
Apprentissage automatique--Congrès.
Computer programming--software development.
Artificial intelligence.
Mathematical theory of computation.
User interface design & usability.
Computer modelling & simulation.
Algorithms & data structures.
Computers--Programming--General.
Computers--Intelligence (AI) & Semantics.
Computers--Programming--Algorithms.
Computers--Machine Theory.
Computers--Computer Simulation.
Machine learning
Congress
proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Q325.5 / L56 2015eb
006.3/1
Includes author index.
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 3319190849 3319190830 9783319190839
10.1007/978-3-319-19084-6 doi
com.springer.onix.9783319190846 Springer Nature
GBB8O4146 bnb
019184277 Uk
Machine learning--Congresses.
Apprentissage automatique--Congrès.
Computer programming--software development.
Artificial intelligence.
Mathematical theory of computation.
User interface design & usability.
Computer modelling & simulation.
Algorithms & data structures.
Computers--Programming--General.
Computers--Intelligence (AI) & Semantics.
Computers--Programming--Algorithms.
Computers--Machine Theory.
Computers--Computer Simulation.
Machine learning
Congress
proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Q325.5 / L56 2015eb
006.3/1