LEADER 07075nam 22007815 450 001 996466450903316 005 20230220224427.0 010 $a3-030-05348-2 024 7 $a10.1007/978-3-030-05348-2 035 $a(CKB)4100000007335059 035 $a(DE-He213)978-3-030-05348-2 035 $a(MiAaPQ)EBC5924574 035 $a(PPN)23296386X 035 $a(EXLCZ)994100000007335059 100 $a20181231d2019 u| 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aLearning and Intelligent Optimization$b[electronic resource] $e12th International Conference, LION 12, Kalamata, Greece, June 10?15, 2018, Revised Selected Papers /$fedited by Roberto Battiti, Mauro Brunato, Ilias Kotsireas, Panos M. Pardalos 205 $a1st ed. 2019. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2019. 215 $a1 online resource (XII, 474 p. 145 illus., 93 illus. in color.) 225 1 $aTheoretical Computer Science and General Issues,$x2512-2029 ;$v11353 300 $aIncludes index. 311 $a3-030-05347-4 327 $aAccelerated Randomized Coordinate Descent Algorithms for Stochastic Optimization and Online Learning -- An Improved BTK Algorithm Based on Cell-like P System with Active Membranes -- A Simple Algorithmic Proof of the Symmetric Lopsided Lovász Local Lemma -- Creating a Multi-Iterative-Priority-Rule for the Job Shop Scheduling Problem with Focus on Tardy Jobs via Genetic Programming -- A Global Optimization Algorithm for Non-Convex Mixed-Integer Problems -- Massive 2-opt and 3-opt Moves with High Performance GPU Local Search to Large-scale Traveling Salesman Problem -- Instance-Specific Selection of AOS Methods for Solving Combinatorial Optimization Problems via Neural Networks -- CAVE: Configuration Assessment, Visualization and Evaluation -- The Accuracy of One Polynomial Algorithm for the Convergecast Scheduling Problem on a Square Grid with Rectangular Obstacles -- An Effective Heuristic for a Single-Machine Scheduling Problem with Family Setups and Resource Constraints -- Learning the Quality of Dispatch Heuristics Generated by Automated Programming -- Explaining Heuristic Performance Differences for Vehicle Routing Problems with Time Windows -- Targeting Well-Balanced Solutions in Multi-Objective Bayesian Optimization under a Restricted Budget -- How Grossone Can Be Helpful to Iteratively Compute Negative Curvature Directions -- Solving Scalarized Subproblems Within Evolutionary Algorithms for Multi-Criteria Shortest Path Problems -- Exact and Heuristic Approaches for the Longest Common Palindromic Subsequence Problem -- Multi-Objective Performance Measurement: Alternatives to PAR10 and Expected Running Time -- Algorithm Configuration: Learning Policies for the Quick Termination of Poor Performers -- Probability Estimation by An Adapted Genetic Algorithm in Web Insurance -- Adaptive Multi-Objective Local Search Algorithms for the Permutation Flowshop Scheduling Problem -- Portfolio Optimization Via a Surrogate Risk Measure: Conditional Desirability Value at Risk (CDVaR) -- Rover Descent: Learning to Optimize by Learning to Navigate on Prototypical Loss Surfaces -- Analysis of Algorithm Components and Parameters: Some Case Studies -- Optimality of Multiple Decision Statistical Procedure for Gaussian Graphical : Model Selection -- Hyper-Reactive Tabu Search for MaxSAT -- Exact Algorithms for Two Quadratic Euclidean Problems of Searching for the Largest Subset and Longest Subsequence -- A Restarting Rule Based on the Schnabel Census for Genetic Algorithms.-Intelligent Pump Scheduling Optimization in Water Distribution Networks Detecting Patterns in Benchmark Instances of the Swap-body Vehicle Routing Problem -- Evolutionary Deep Learning for Car Park Occupancy Prediction in Smart Cities -- Asymptotically Optimal Algorithm for the Maximum m-Peripatetic Salesman Problem in a Normed Space -- Computational Intelligence for Locating Garbage Accumulation Points in Urban Scenarios -- Fully Convolutional Neural Networks for Mapping Oil Palm Plantations in Kalimantan -- Calibration of a Water Distribution Network with Limited Field Measures: the Case Study of Castellammare di Stabia (Naples, Italy) -- Combinatorial Methods for Testing Communication Protocols in Smart Cities -- Pseudo-pyramidal Tours and Efficient Solvability of the Euclidean Generalized Traveling Salesman Problem in Grid Clusters -- Constant Factor Approximation for Intersecting Line Segments with Disks -- Scheduling Deteriorating Jobs and Module Changes with Incompatible Job Families on Parallel Machines Using a Hybrid SADE-AFSA Algorithm. 330 $aThis book constitutes the thoroughly refereed post-conference proceedings of the 12th International Conference on Learning and Intelligent Optimization, LION 12, held in Kalamata, Greece, in June 2018. The 28 full papers and 12 short papers presented have been carefully reviewed and selected from 62 submissions. The papers explore the advanced research developments in such interconnected fields as mathematical programming, global optimization, machine learning, and artificial intelligence. Special focus is given to advanced ideas, technologies, methods, and applications in optimization and machine learning. 410 0$aTheoretical Computer Science and General Issues,$x2512-2029 ;$v11353 606 $aAlgorithms 606 $aArtificial intelligence 606 $aComputer science?Mathematics 606 $aDiscrete mathematics 606 $aNumerical analysis 606 $aComputer arithmetic and logic units 606 $aArtificial intelligence?Data processing 606 $aAlgorithms 606 $aArtificial Intelligence 606 $aDiscrete Mathematics in Computer Science 606 $aNumerical Analysis 606 $aArithmetic and Logic Structures 606 $aData Science 615 0$aAlgorithms. 615 0$aArtificial intelligence. 615 0$aComputer science?Mathematics. 615 0$aDiscrete mathematics. 615 0$aNumerical analysis. 615 0$aComputer arithmetic and logic units. 615 0$aArtificial intelligence?Data processing. 615 14$aAlgorithms. 615 24$aArtificial Intelligence. 615 24$aDiscrete Mathematics in Computer Science. 615 24$aNumerical Analysis. 615 24$aArithmetic and Logic Structures. 615 24$aData Science. 676 $a006.31 702 $aBattiti$b Roberto$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aBrunato$b Mauro$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aKotsireas$b Ilias$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aPardalos$b Panos M$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996466450903316 996 $aLearning and Intelligent Optimization$9773725 997 $aUNISA LEADER 00854nam a2200217 i 4500 001 991004113569707536 008 090122s2000 it 000 0 eng d 035 $ab13803724-39ule_inst 040 $aDip.to Filosofia$bita 082 0 $a330 100 1 $aPerrotta, Cosimo$0465580 245 10$aMarx's deadlock on consumption /$cCosimo Perrotta 260 $aLecce :$bGiuffrè,$c2000 300 $a679-688 p. ;$c24 cm 500 $aEstratto da: Science, institutions and economic development / a cura di Vitantonio Gioia e Heinz D. 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