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Learning and Intelligent Optimization: 8th International Conference, Lion 8, Gainesville, FL, USA, February 16-21, 2014. Revised Selected Papers 2014 ed. [Pehme köide]

  • Formaat: Paperback / softback, 392 pages, kõrgus x laius: 235x155 mm, kaal: 6146 g, 80 Illustrations, black and white; XIII, 392 p. 80 illus., 1 Paperback / softback
  • Sari: Theoretical Computer Science and General Issues 8426
  • Ilmumisaeg: 15-Aug-2014
  • Kirjastus: Springer International Publishing AG
  • ISBN-10: 3319095838
  • ISBN-13: 9783319095837
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  • Formaat: Paperback / softback, 392 pages, kõrgus x laius: 235x155 mm, kaal: 6146 g, 80 Illustrations, black and white; XIII, 392 p. 80 illus., 1 Paperback / softback
  • Sari: Theoretical Computer Science and General Issues 8426
  • Ilmumisaeg: 15-Aug-2014
  • Kirjastus: Springer International Publishing AG
  • ISBN-10: 3319095838
  • ISBN-13: 9783319095837
This book constitutes the thoroughly refereed post-conference proceedings of the 8th International Conference on Learning and Optimization, LION 8, which was held in Gainesville, FL, USA, in February 2014. The 33 contributions presented were carefully reviewed and selected for inclusion in this book. A large variety of topics are covered, such as algorithm configuration; multiobjective optimization; metaheuristics; graphs and networks; logistics and transportation; and biomedical applications.
Algorithm Portfolios for Noisy Optimization: Compare Solvers Early
1(15)
Marie-Liesse Cauwet
Jialin Liu
Olivier Teytaud
Ranking Algorithms by Performance
16(5)
Lars Kotthoff
Portfolio Approaches for Constraint Optimization Problems
21(15)
Roberto Amadini
Maurizio Gabbrielli
Jacopo Mauro
AClib: A Benchmark Library for Algorithm Configuration
36(5)
Frank Hutter
Manuel Lopez-Ibanez
Chris Fawcett
Marius Lindauer
Holger H. Hoos
Kevin Leyton-Brown
Thomas Stutzle
Algorithm Configuration in the Cloud: A Feasibility Study
41(6)
Daniel Geschwender
Frank Hutter
Lars Kotthoff
Yuri Malitsky
Holger H. Hoos
Kevin Leyton-Brown
Evaluating Instance Generators by Configuration
47(15)
Sam Bayless
Dave A.D. Tompkins
Holger H. Hoos
An Empirical Study of Off-Line Configuration and On-Line Adaptation in Operator Selection
62(15)
Zhi Yuan
Stephanus Daniel Handoko
Due Thien Nguyen
Hoong Chuin Lau
A Continuous Refinement Strategy for the Multilevel Computation of Vertex Separators
77(5)
William W. Hager
James T. Hungerford
Ilya Safro
On Multidimensional Scaling with City-Block Distances
82(6)
Nerijus Galiauskas
Julius Zilinskas
A General Approach to Network Analysis of Statistical Data Sets
88(10)
Valery A. Kalygin
Alexander P. Koldanov
Panos M. Pardalos
Multiple Decision Problem for Stock Selection in Market Network
98(13)
Petr A. Koldanov
Grigory A. Bautin
Initial Sorting of Vertices in the Maximum Clique Problem Reviewed
111(10)
Pablo San Segundo
Alvaro Lopez
Mikhail Batsyn
Using Comparative Preference Statements in Hypervolume-Based Interactive Multiobjective Optimization
121(16)
Dimo Brockhoff
Youssef Hamadi
Souhila Kaci
Controlling Selection Area of Useful Infeasible Solutions in Directed Mating for Evolutionary Constrained Multiobjective Optimization
137(16)
Minami Miyakawa
Keiki Takadama
Hiroyuki Sato
An Aspiration Set EMOA Based on Averaged Hausdorff Distances
153(4)
Gunter Rudolph
Oliver Schutze
Christian Grimme
Heike Trautmann
Deconstructing Multi-objective Evolutionary Algorithms: An Iterative Analysis on the Permutation Flow-Shop Problem
157(16)
Leonardo C. T. Bezerra
Manuel Lopez-Ibanez
Thomas Stutzle
MOI-MBO: Multiobjective Infill for Parallel Model-Based Optimization
173(14)
Bernd Bischl
Simon Wessing
Nadja Bauer
Klaus Friedrichs
Claus Weihs
Two Look-Ahead Strategies for Local-Search Metaheuristics
187(16)
David Meignan
Silvia Schwarze
Stefan Voß
An Evolutionary Algorithm for the Leader-Follower Facility Location Problem with Proportional Customer Behavior
203(15)
Benjamin Biesinger
Bin Hu
Gunther Raidl
Towards a Matheuristic Approach for the Berth Allocation Problem
218(5)
Eduardo Anibal Lalla-Ruiz
Stefan Voß
GRASP with Path-Relinking for the Maximum Contact Map Overlap Problem
223(4)
Ricardo M.A. Silva
Mauricio G.C. Resende
Paola Festa
Filipe L. Valentim
Francisco N. Junior
What is Needed to Promote an Asynchronous Program Evolution in Genetic Programing?
227(15)
Keiki Takadama
Tomohiro Harada
Hiroyuki Sato
Kiyohiko Hattori
A Novel Hybrid Dynamic Programming Algorithm for a Two-Stage Supply Chain Scheduling Problem
242(16)
Jun Pei
Xinbao Liu
Wenjuan Fan
Panos M. Pardalos
Lin Liu
A Hybrid Clonal Selection Algorithm for the Vehicle Routing Problem with Stochastic Demands
258(16)
Yannis Marinakis
Magdalene Marinaki
Athanasios Migdalas
Bayesian Gait Optimization for Bipedal Locomotion
274(17)
Roberto Calandra
Nakul Gopalan
Andre Seyfarth
Jan Peters
Marc Peter Deisenroth
Robust Support Vector Machines with Polyhedral Uncertainty of the Input Data
291(15)
Neng Fan
Elham Sadeghi
Panos M. Pardalos
Raman Spectroscopy Using a Multiclass Extension of Fisher-Based Feature Selection Support Vector Machines (FFS-SVM) for Characterizing In-Vitro Apoptotic Cell Death Induced by Paclitaxel
306(18)
Michael Fenn
Mario Guarracino
Jiaxing Pi
Panos M. Pardalos
HIP AD - A Hybrid Interior-Point Alternating Direction Algorithm for Knowledge-Based SVM and Feature Selection
324(17)
Zhiwei Qin
Xiaocheng Tang
Ioannis Akrotirianakis
Amit Chakraborty
Efficient Identification of the Pareto Optimal Set
341(12)
Ingrida Steponavice
Rob J. Hyndman
Kate Smith-Miles
Laura Villanova
GeneRa: A Benchmarks Generator of Radiotherapy Treatment Scheduling Problem
353(9)
Juan Pablo Cares
Maria-Cristina Riff
Bertrand Neveu
The Theory of Set Tolerances
362(16)
Gerold Jager
Boris Goldengorin
Panos M. Pardalos
Strategies for Spectrum Allocation in OFDMA Cellular Networks
378(5)
Bereket Mathewos Hambebo
Marco Carvalho
Fredric Ham
A New Existence Condition for Hadamard Matrices with Circulant Core
383(8)
Ilias S. Kotsireas
Panos M. Pardalos
Author Index 391