Verfügbarkeit: Learning and intelligent optimization

Learning and intelligent optimization: 5th international conference, LION 5, Rome, Italy, January 17 - 21, 2011 ; selected papers

Gespeichert in:

Bibliographische Detailangaben
Weitere beteiligte Personen:	Coello Coello, Carlos A. (HerausgeberIn)
Format:	Tagungsbericht Buch
Sprache:	Englisch
Veröffentlicht:	Berlin [u.a.] Springer 2011
Schriftenreihe:	Lecture notes in computer science 6683
Schlagwörter:	Lernendes System Soft Computing Verteilte künstliche Intelligenz Optimierung Maschinelles Lernen Konferenzschrift > 2011 > Rom
Links:	http://deposit.dnb.de/cgi-bin/dokserv?id=3902787&prov=M&dok%5Fvar=1&dok%5Fext=htm http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=024644041&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
Umfang:	XVII, 636 S. graph. Darst. 24 cm
ISBN:	3642255655 9783642255656

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adam_text	IMAGE 1 TABLE OF CONTENTS MAIN TRACK (REGULAR PAPERS) MULTIVARIATE STATISTICAL TESTS FOR COMPARING CLASSIFICATION ALGORITHMS 1 OLCAY TANER YILDIZ, OZLEM ASIAN, AND ETHEM ALPAYDIN USING HYPERHEURISTICS UNDER A GP FRAMEWORK FOR FINANCIAL FORECASTING 16 MICHAEL KAMPOURIDIS AND EDWARD TSANG ON THE EFFECT OF CONNECTEDNESS FOR BIOBJECTIVE MULTIPLE AND LONG PATH PROBLEMS 31 SEBASTIEN VEREL, ARNAUD LIEFOOGHE, JEREMIE HUMEAN, LAETITIA JOURDAN, AND CLARISSE DHAENENS IMPROVING PARALLEL LOCAL SEARCH FOR SAT 46 ALEJANDRO ARBELAEZ AND YOUSSEF HAMADI VARIABLE NEIGHBORHOOD SEARCH FOR THE TIME-DEPENDENT VEHICLE ROUTING PROBLEM WITH SOFT TIME WINDOWS 61 STEFANIE KRITZINGER, FABIEN TRICOIRE, KARL F. DOERNER, AND RICHARD F. HARTL SOLVING THE TWO-DIMENSIONAL BIN PACKING PROBLEM WITH A PROBABILISTIC MULTI-START HEURISTIC 76 LUKAS BAUMGARTNER, VERENA SCHMID, AND CHRISTIAN BLUM GENETIC DIVERSITY AND EFFECTIVE CROSSOVER IN EVOLUTIONARY MANY-OBJECTIVE OPTIMIZATION 91 HIROYUKI SATO, HERNAN E. AGUIRRE, AND KIYOSHI TANAKA AN OPTIMAL STOPPING STRATEGY FOR ONLINE CALIBRATION IN LOCAL SEARCH 106 GIANLUCA BONTEMPI ANALYZING THE EFFECT OF OBJECTIVE CORRELATION ON THE EFFICIENT SET OF MNK-LANDSCAPES 116 SEBASTIEN VEREL, ARNAUD LIEFOOGHE, LAETITIA JOURDAN, AND CLARISSE DHAENENS INSTANCE-BASED PARAMETER TUNING VIA SEARCH TRAJECTORY SIMILARITY CLUSTERING 131 LINDAWATI, HOONG CHUIN LAU, AND DAVID LO BIBLIOGRAFISCHE INFORMATIONEN HTTP://D-NB.INFO/1016561660 DIGITALISIERT DURCH IMAGE 2 XIV TABLE OF CONTENTS EFFECTIVE PROBABILISTIC STOPPING RULES FOR RANDOMIZED METAHEURISTICS: GRASP IMPLEMENTATIONS 146 CELSO C. RIBEIRO, ISABEL ROSSETI, AND REINALDO C. SOUZA A CLASSIFIER-ASSISTED FRAMEWORK FOR EXPENSIVE OPTIMIZATION PROBLEMS: A KNOWLEDGE-MINING APPROACH 161 YOEL TENNE, KAZUHIRO IZUI, AND SHINJI NISHIWAKI ROBUST GAUSSIAN PROCESS-BASED GLOBAL OPTIMIZATION USING A FULLY BAYESIAN EXPECTED IMPROVEMENT CRITERION 176 ROMAIN BENASSI, JULIEN BEET, AND EMMANUEL VAZQUEZ HIERARCHICAL HIDDEN CONDITIONAL RANDOM FIELDS FOR INFORMATION EXTRACTION 191 SATOSHI KANEKO, AKIRA HAYASHI, NOBUO SUEMATSU, AND KAZUNORI IWATA SOLVING EXTREMELY DIFFICULT MINLP PROBLEMS USING ADAPTIVE RESOLUTION MICRO-GA WITH TABU SEARCH 203 ASIM MUNAWAR, MOHAMED WAHIB, MASAHARU MUNETOMO, AND KIYOSHI AKAMA ADAPTIVE ABNORMALITY DETECTION ON ECG SIGNAL BY UTILIZING FLAC FEATURES 218 JIAXING YE, TAKUMI KOBAYASHI, TETSUYA HIGUCHI, AND NOBUYUKI OTSU GRAVITATIONAL INTERACTIONS OPTIMIZATION 226 JUAN J. FLORES, RODRIGO LOPEZ, AND JULIO BARRERA ON THE NEUTRALITY OF FLOWSHOP SCHEDULING FITNESS LANDSCAPES 238 MARIE-ELEONORE MARMION, CLARISSE DHAENENS, LAETITIA JOURDAN, ARNAUD LIEFOOGHE, AND SEBASTIEN VEREL A REINFORCEMENT LEARNING APPROACH FOR THE FLEXIBLE JOB SHOP SCHEDULING PROBLEM 253 YAILEN MARTINEZ, ANN NOWE, JULIETT SUAREZ, AND RAFAEL BELLO SUPERVISED LEARNING LINEAR PRIORITY DISPATCH RULES FOR JOB-SHOP SCHEDULING 263 HELGA INGIMUNDARDOTTIR AND THOMAS PHILIP RUNARSSON FINE-TUNING ALGORITHM PARAMETERS USING THE DESIGN OF EXPERIMENTS APPROACH 278 ALDY GUNAWAN, HOONG CHUIN LAU, AND LINDAWATI METAHYBRID: COMBINING METAMODELS AND GRADIENT-BASED TECHNIQUES IN A HYBRID MULTI-OBJECTIVE GENETIC ALGORITHM 293 ALESSANDRO TURCO IMAGE 3 TABLE OF CONTENTS XV DESIGNING STREAM CIPHER SYSTEMS USING GENETIC PROGRAMMING 308 WASAN SHAKR AWAD GPU-BASED MULTI-START LOCAL SEARCH ALGORITHMS 321 THE VAN LUONG, NOUREDINE MELAB, AND EL-GHAZALI TALBI ACTIVE LEARNING OF COMBINATORIAL FEATURES FOR INTERACTIVE OPTIMIZATION 336 PAOLO CAMPIGOTTO, ANDREA PASSERINI, AND ROBERTO BATTITI A GENETIC ALGORITHM HYBRIDIZED WITH THE DISCRETE LAGRANGIAN METHOD FOR TRAP ESCAPING 351 MADALINA RASCHIP AND CORNELIUS CROITORU GREEDY LOCAL IMPROVEMENT OF SPEA2 ALGORITHM TO SOLVE THE MULTIOBJECTIVE CAPACITATED TRANSSHIPMENT PROBLEM 364 NABIL BELGASMI, LAMJED BEN SAID, AND KHALED GHEDIRA HYBRID POPULATION-BASED INCREMENTAL LEARNING USING REAL CODES 379 SUJIN BUREERAT PARETO AUTONOMOUS LOCAL SEARCH 392 NADARAJEN VEERAPEN AND FREDERIC SAUBION TRANSFORMING MATHEMATICAL MODELS USING DECLARATIVE REFORMULATION RULES 407 ANTONIO FRANGIONI AND LUIS PEREZ SANCHEZ LEARNING HEURISTIC POLICIES - A REINFORCEMENT LEARNING PROBLEM 423 THOMAS PHILIP RUNARSSON CONTINUOUS UPPER CONFIDENCE TREES 433 ADRIEN COUETOUX, JEAN-BAPTISTE HOOCK, NATALIYA SOKOLOVSKA, OLIVIER TEYTAUD, AND NICOLAS BONNARD MAIN TRACK (SHORT PAPERS) TOWARDS AN INTELLIGENT NON-STATIONARY PERFORMANCE PREDICTION OF ENGINEERING SYSTEMS 446 DAVID J.J. TOOL AND ANDY J. KEANE LOCAL SEARCH FOR CONSTRAINED FINANCIAL PORTFOLIO SELECTION PROBLEMS WITH SHORT SELLINGS 450 LUCA DI GASPERO, GIACOMO DI TOLLO, ANDREA ROLI, AND ANDREA SCHAERF CLUSTERING OF LOCAL OPTIMA IN COMBINATORIAL FITNESS LANDSCAPES 454 GABRIELA OCHOA, SEBASTIEN VEREL, FABIO DAOLIO, AND MARCO TOMASSINI IMAGE 4 XVI TABLE OF CONTENTS SPECIAL SESSION: IMON MULTI-OBJECTIVE OPTIMIZATION WITH AN ADAPTIVE RESONANCE THEORY-BASED ESTIMATION OF DISTRIBUTION ALGORITHM: A COMPARATIVE STUDY 458 LUIS MARTI, JESUS GARCIA, ANTONIO BERLANGA, AND JOSE M. MOLINA MULTI-OBJECTIVE DIFFERENTIAL EVOLUTION WITH ADAPTIVE CONTROL OF PARAMETERS AND OPERATORS 473 KE LI, ALVARO FIALHO, AND SAM KWONG DISTRIBUTION OF COMPUTATIONAL EFFORT IN PARALLEL MOEA/D 488 JUAN J. DURILLO, QINGFU ZHANG, ANTONIO J. NEBRO, AND ENRIQUE ALBA MULTI OBJECTIVE GENETIC PROGRAMMING FOR FEATURE CONSTRUCTION IN CLASSIFICATION PROBLEMS 503 MAURO CASTELLI, LUCA MANZONI, AND LEONARDO VANNESCHI SPECIAL SESSION: LION-PP SEQUENTIAL MODEL-BASED OPTIMIZATION FOR GENERAL ALGORITHM CONFIGURATION 507 FRANK HUTTER, HOLGER H. HOOS, AND KEVIN LEYTON-BROWN GENERALISING ALGORITHM PERFORMANCE IN INSTANCE SPACE: A TIMETABLING CASE STUDY 524 KATE SMITH-MILES AND LEO LOPES SPECIAL SESSION: SELF* EAS A HYBRID FISH SWARM OPTIMISATION ALGORITHM FOR SOLVING EXAMINATION TIMETABLING PROBLEMS 539 HAMZA TURABIEH AND SALWANI ABDULLAH THE SANDPILE MUTATION OPERATOR FOR GENETIC ALGORITHMS 552 CM. FERNANDES, J.L.J. LAREDO, A.M. MORA, A.C. ROSA, AND J.J. MERELO SELF-ADAPTATION TECHNIQUES APPLIED TO MULTI-OBJECTIVE EVOLUTIONARY ALGORITHMS 567 SAUL ZAPOTECOS MARTINEZ, EDGAR G. YANEZ OROPEZA, AND CARLOS A. COELLO COELLO ANALYSING THE PERFORMANCE OF DIFFERENT POPULATION STRUCTURES FOR AN AGENT-BASED EVOLUTIONARY ALGORITHM 582 J.L.J. LAREDO, J.J. MERELO, CM. FERNANDES, A.M. MORA, M.G. ARENAS, P.A. CASTILLO, AND P. GARCIA-SANCHEZ IMAGE 5 TABLE OF CONTENTS XVII SPECIAL SESSION: LION-SWAP EDACC - AN ADVANCED PLATFORM FOR THE EXPERIMENT DESIGN, ADMINISTRATION AND ANALYSIS OF EMPIRICAL ALGORITHMS 586 ADRIAN BALINT, DANIEL DIEPOLD, DANIEL GALL, SIMON GERBER, GREGOR KAPLER, AND ROBERT RETZ HAL: A FRAMEWORK FOR THE AUTOMATED ANALYSIS AND DESIGN OF HIGH-PERFORMANCE ALGORITHMS 600 CHRISTOPHER NELL, CHRIS FAWCETT, HOLGER H. HOOS, AND KEVIN LEYTON-BROWN HYPERION - A RECURSIVE HYPER-HEURISTIC FRAMEWORK 616 JERRY SWAN, ENDER OZEAN, AND GRAHAM KENDALL THE CROSS-DOMAIN HEURISTIC SEARCH CHALLENGE - AN INTERNATIONAL RESEARCH COMPETITION 631 EDMUND K. BURKE, MICHEL GENDREAU, MATTHEW HYDE, GRAHAM KENDALL, BARRY MCCOLLUM, GABRIELA OCHOA, ANDREW J. PARKES, AND SANJA PETROVIC AUTHOR INDEX 635
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spellingShingle	Learning and intelligent optimization 5th international conference, LION 5, Rome, Italy, January 17 - 21, 2011 ; selected papers Lecture notes in computer science Lernendes System (DE-588)4120666-6 gnd Soft Computing (DE-588)4455833-8 gnd Verteilte künstliche Intelligenz (DE-588)4281805-9 gnd Optimierung (DE-588)4043664-0 gnd Maschinelles Lernen (DE-588)4193754-5 gnd
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title	Learning and intelligent optimization 5th international conference, LION 5, Rome, Italy, January 17 - 21, 2011 ; selected papers
title_auth	Learning and intelligent optimization 5th international conference, LION 5, Rome, Italy, January 17 - 21, 2011 ; selected papers
title_exact_search	Learning and intelligent optimization 5th international conference, LION 5, Rome, Italy, January 17 - 21, 2011 ; selected papers
title_full	Learning and intelligent optimization 5th international conference, LION 5, Rome, Italy, January 17 - 21, 2011 ; selected papers Carlos A. Coello Coello (ed.)
title_fullStr	Learning and intelligent optimization 5th international conference, LION 5, Rome, Italy, January 17 - 21, 2011 ; selected papers Carlos A. Coello Coello (ed.)
title_full_unstemmed	Learning and intelligent optimization 5th international conference, LION 5, Rome, Italy, January 17 - 21, 2011 ; selected papers Carlos A. Coello Coello (ed.)
title_short	Learning and intelligent optimization
title_sort	learning and intelligent optimization 5th international conference lion 5 rome italy january 17 21 2011 selected papers
title_sub	5th international conference, LION 5, Rome, Italy, January 17 - 21, 2011 ; selected papers
topic	Lernendes System (DE-588)4120666-6 gnd Soft Computing (DE-588)4455833-8 gnd Verteilte künstliche Intelligenz (DE-588)4281805-9 gnd Optimierung (DE-588)4043664-0 gnd Maschinelles Lernen (DE-588)4193754-5 gnd
topic_facet	Lernendes System Soft Computing Verteilte künstliche Intelligenz Optimierung Maschinelles Lernen Konferenzschrift 2011 Rom
url	http://deposit.dnb.de/cgi-bin/dokserv?id=3902787&prov=M&dok%5Fvar=1&dok%5Fext=htm http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=024644041&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
volume_link	(DE-604)BV000000607
work_keys_str_mv	AT coellocoellocarlosa learningandintelligentoptimization5thinternationalconferencelion5romeitalyjanuary17212011selectedpapers AT lionrom learningandintelligentoptimization5thinternationalconferencelion5romeitalyjanuary17212011selectedpapers

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