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Implicit Model Selection Based on Variable Transformations in Estimation of Distribution
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Author(s):
Emanuele Corsano
,
Davide Cucci
,
Luigi Malagò
,
Matteo Matteucci
Publication date
(Print):
2012
Publisher:
Springer Berlin Heidelberg
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Renewable Energy – Distribution Grid
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Mathematical Analysis of Evolutionary Algorithms
H Mühlenbein
,
Th. Mahnig
(2002)
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Hierarchical Bayesian Optimization Algorithm
Martin Pelikan
,
David E. Goldberg
(2006)
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On the limits of effectiveness in estimation of distribution algorithms
Carlos Echegoyen
,
Qingfu Zhang
,
Alexander Mendiburu
…
(2011)
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Author and book information
Book Chapter
Publication date (Print):
2012
Pages
: 360-365
DOI:
10.1007/978-3-642-34413-8_28
SO-VID:
373e0bae-55ad-433c-b68d-9f5e2f266380
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Book chapters
pp. 1
Iterative-Deepening Search with On-Line Tree Size Prediction
pp. 16
A Learning Optimization Algorithm in Graph Theory
pp. 31
A Math-Heuristic Dantzig-Wolfe Algorithm for the Capacitated Lot Sizing Problem
pp. 42
Application of the Nested Rollout Policy Adaptation Algorithm to the Traveling Salesman Problem with Time Windows
pp. 55
Parallel Algorithm Configuration
pp. 71
Community Detection in Social and Biological Networks Using Differential Evolution
pp. 86
A Study on Large Population MOEA Using Adaptive ε-Box Dominance and Neighborhood Recombination for Many-Objective Optimization
pp. 101
A Non-adaptive Stochastic Local Search Algorithm for the CHeSC 2011 Competition
pp. 115
Local Search and the Traveling Salesman Problem: A Feature-Based Characterization of Problem Hardness
pp. 130
Evaluating Tree-Decomposition Based Algorithms for Answer Set Programming
pp. 145
High-Dimensional Model-Based Optimization Based on Noisy Evaluations of Computer Games
pp. 160
Pilot, Rollout and Monte Carlo Tree Search Methods for Job Shop Scheduling
pp. 175
Minimizing Time When Applying Bootstrap to Contingency Tables Analysis of Genome-Wide Data
pp. 190
Quantifying Homogeneity of Instance Sets for Algorithm Configuration
pp. 205
Automatically Configuring Algorithms for Scaling Performance
pp. 220
Upper Confidence Tree-Based Consistent Reactive Planning Application to MineSweeper
pp. 235
Bounding the Effectiveness of Hypervolume-Based (μ + λ)-Archiving Algorithms
pp. 250
Optimization by ℓ1-Constrained Markov Fitness Modelling
pp. 265
Vehicle Routing and Adaptive Iterated Local Search within the HyFlex Hyper-heuristic Framework
pp. 277
Quasi-elementary Landscapes and Superpositions of Elementary Landscapes
pp. 292
Fast Permutation Learning
pp. 307
Parameter-Optimized Simulated Annealing for Application Mapping on Networks-on-Chip
pp. 323
Learning Algorithm Portfolios for Parallel Execution
pp. 339
Bayesian Optimization Using Sequential Monte Carlo
pp. 343
Influence of the Migration Period in Parallel Distributed GAs for Dynamic Optimization
pp. 349
A Hyper-Heuristic Inspired by Pearl Hunting
pp. 354
Five Phase and Genetic Hive Hyper-Heuristics for the Cross-Domain Search
pp. 360
Implicit Model Selection Based on Variable Transformations in Estimation of Distribution
pp. 366
Improving the Exploration in Upper Confidence Trees
pp. 372
Parallel GPU Implementation of Iterated Local Search for the Travelling Salesman Problem
pp. 378
Constraint-Based Local Search for the Costas Array Problem
pp. 384
Evaluation of a Family of Reinforcement Learning Cross-Domain Optimization Heuristics
pp. 390
Autonomous Local Search Algorithms with Island Representation
pp. 396
An Approach to Instantly Use Single-Objective Results for Multi-objective Evolutionary Combinatorial Optimization
pp. 402
Lower Bounds and Upper Bounds for MaxSAT
pp. 408
Determining the Characteristic of Difficult Job Shop Scheduling Instances for a Heuristic Solution Method
pp. 413
Expected Improvements for the Asynchronous Parallel Global Optimization of Expensive Functions: Potentials and Challenges
pp. 419
Effect of SMS-EMOA Parameterizations on Hypervolume Decreases
pp. 425
Effects of Speciation on Evolution of Neural Networks in Highly Dynamic Environments
pp. 431
Natural Max-SAT Encoding of Min-SAT
pp. 437
A New Hyperheuristic Algorithm for Cross-Domain Search Problems
pp. 443
Brain Cine-MRI Sequences Registration Using B-Spline Free-Form Deformations and MLSDO Dynamic Optimization Algorithm
pp. 449
Global Optimization for Algebraic Geometry – Computing Runge–Kutta Methods
pp. 455
Clause Sharing in Parallel MaxSAT
pp. 461
An Intelligent Hyper-Heuristic Framework for CHeSC 2011
pp. 467
An Efficient Meta-heuristic Based on Self-control Dominance Concept for a Bi-objective Re-entrant Scheduling Problem with Outsourcing
pp. 472
A Tree Search Approach to Sparse Coding
pp. 478
Adaptive Control of the Number of Crossed Genes in Many-Objective Evolutionary Optimization
pp. 485
Counter Implication Restart for Parallel SAT Solvers
pp. 491
Learning the Neighborhood with the Linkage Tree Genetic Algorithm
pp. 497
A Comparison of Operator Utility Measures for On-Line Operator Selection in Local Search
pp. 503
Monte Carlo Methods for Preference Learning
pp. 509
Hybridizing Reactive Tabu Search with Simulated Annealing
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