Learning and Intelligent Optimization

4th International Conference, LION 4, Venice, Italy, January 18-22, 2010. Selected Papers

Editors:

ISBN: 978-3-642-13799-0 (Print) 978-3-642-13800-3 (Online)

Table of contents (35 chapters)

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  1. Front Matter

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  2. Main Track (Regular Papers)

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      Pages 1-9

      A Column Generation Heuristic for the General Vehicle Routing Problem

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      Pages 10-24

      A Combination of Evolutionary Algorithm, Mathematical Programming, and a New Local Search Procedure for the Just-In-Time Job-Shop Scheduling Problem

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      Pages 25-36

      A Math-Heuristic Algorithm for the DNA Sequencing Problem

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      Pages 37-51

      A Randomized Iterated Greedy Algorithm for the Founder Sequence Reconstruction Problem

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      Pages 52-67

      Adaptive “Anytime” Two-Phase Local Search

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      Pages 68-81

      Adaptive Filter SQP

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      Pages 82-96

      Algorithm Selection as a Bandit Problem with Unbounded Losses

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      Pages 97-110

      Bandit-Based Estimation of Distribution Algorithms for Noisy Optimization: Rigorous Runtime Analysis

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      Pages 111-124

      Consistency Modifications for Automatically Tuned Monte-Carlo Tree Search

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      Pages 125-138

      Distance Functions, Clustering Algorithms and Microarray Data Analysis

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      Pages 139-153

      Gaussian Process Assisted Particle Swarm Optimization

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      Pages 154-168

      Learning of Highly-Filtered Data Manifold Using Spectral Methods

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      Pages 169-183

      Multiclass Visual Classifier Based on Bipartite Graph Representation of Decision Tables

  3. Main Track (Short Papers)

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      Pages 184-187

      A Linear Approximation of the Value Function of an Approximate Dynamic Programming Approach for the Ship Scheduling Problem

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      Pages 188-191

      A Multilevel Scheme with Adaptive Memory Strategy for Multiway Graph Partitioning

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      Pages 192-195

      A Network Approach for Restructuring the Korean Freight Railway Considering Customer Behavior

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      Pages 196-199

      A Parallel Multi-Objective Evolutionary Algorithm for Phylogenetic Inference

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      Pages 200-203

      Convergence of Probability Collectives with Adaptive Choice of Temperature Parameters

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      Pages 204-207

      Generative Topographic Mapping for Dimension Reduction in Engineering Design

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      Pages 208-211

      Learning Decision Trees for the Analysis of Optimization Heuristics

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