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Evolutionary Computation in Combinatorial Optimization [[electronic resource] ] : 7th European Conference, EvoCOP 2007, Valencia, Spain, April 11-13, 2007, Proceedings / / edited by Carlos Cotta, Jano van Hemert
| Evolutionary Computation in Combinatorial Optimization [[electronic resource] ] : 7th European Conference, EvoCOP 2007, Valencia, Spain, April 11-13, 2007, Proceedings / / edited by Carlos Cotta, Jano van Hemert |
| Edizione | [1st ed. 2007.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2007 |
| Descrizione fisica | 1 online resource (250 p.) |
| Disciplina | 006.3823 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Computer science
Algorithms Numerical analysis Computer science—Mathematics Discrete mathematics Theory of Computation Numerical Analysis Discrete Mathematics in Computer Science |
| ISBN |
1-280-85348-4
9786610853489 3-540-71615-7 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | A New Local Search Algorithm for the DNA Fragment Assembly Problem -- A Hybrid Immune-Based System for the Protein Folding Problem -- A Genetic Algorithm for the Resource Renting Problem with Minimum and Maximum Time Lags -- A Probabilistic Beam Search Approach to the Shortest Common Supersequence Problem -- Genetic Algorithms for Word Problems in Partially Commutative Groups -- A GRASP and Branch-and-Bound Metaheuristic for the Job-Shop Scheduling -- Reducing the Size of Traveling Salesman Problem Instances by Fixing Edges -- Iterated k-Opt Local Search for the Maximum Clique Problem -- Accelerating Local Search in a Memetic Algorithm for the Capacitated Vehicle Routing Problem -- Evolutionary Algorithms for Real-World Instances of the Automatic Frequency Planning Problem in GSM Networks -- A New Metaheuristic for the Vehicle Routing Problem with Split Demands -- Generation of Tree Decompositions by Iterated Local Search -- Edge Assembly Crossover for the Capacitated Vehicle Routing Problem -- Tackling the Container Loading Problem: A Hybrid Approach Based on Integer Linear Programming and Genetic Algorithms -- A Population-Based Local Search for Solving a Bi-objective Vehicle Routing Problem -- Combining Lagrangian Decomposition with an Evolutionary Algorithm for the Knapsack Constrained Maximum Spanning Tree Problem -- Exact/Heuristic Hybrids Using rVNS and Hyperheuristics for Workforce Scheduling -- An Analysis of Problem Difficulty for a Class of Optimisation Heuristics -- A New Grouping Genetic Algorithm for the Quadratic Multiple Knapsack Problem -- A Hybrid Method for Solving Large-Scale Supply Chain Problems -- Crossover Operators for the Car Sequencing Problem. |
| Record Nr. | UNISA-996465842403316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2007 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Evolutionary Computation in Combinatorial Optimization [[electronic resource] ] : 7th European Conference, EvoCOP 2007, Valencia, Spain, April 11-13, 2007, Proceedings / / edited by Carlos Cotta, Jano van Hemert
| Evolutionary Computation in Combinatorial Optimization [[electronic resource] ] : 7th European Conference, EvoCOP 2007, Valencia, Spain, April 11-13, 2007, Proceedings / / edited by Carlos Cotta, Jano van Hemert |
| Edizione | [1st ed. 2007.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2007 |
| Descrizione fisica | 1 online resource (250 p.) |
| Disciplina | 006.3823 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Computer science
Algorithms Numerical analysis Computer science—Mathematics Discrete mathematics Theory of Computation Numerical Analysis Discrete Mathematics in Computer Science |
| ISBN |
1-280-85348-4
9786610853489 3-540-71615-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | A New Local Search Algorithm for the DNA Fragment Assembly Problem -- A Hybrid Immune-Based System for the Protein Folding Problem -- A Genetic Algorithm for the Resource Renting Problem with Minimum and Maximum Time Lags -- A Probabilistic Beam Search Approach to the Shortest Common Supersequence Problem -- Genetic Algorithms for Word Problems in Partially Commutative Groups -- A GRASP and Branch-and-Bound Metaheuristic for the Job-Shop Scheduling -- Reducing the Size of Traveling Salesman Problem Instances by Fixing Edges -- Iterated k-Opt Local Search for the Maximum Clique Problem -- Accelerating Local Search in a Memetic Algorithm for the Capacitated Vehicle Routing Problem -- Evolutionary Algorithms for Real-World Instances of the Automatic Frequency Planning Problem in GSM Networks -- A New Metaheuristic for the Vehicle Routing Problem with Split Demands -- Generation of Tree Decompositions by Iterated Local Search -- Edge Assembly Crossover for the Capacitated Vehicle Routing Problem -- Tackling the Container Loading Problem: A Hybrid Approach Based on Integer Linear Programming and Genetic Algorithms -- A Population-Based Local Search for Solving a Bi-objective Vehicle Routing Problem -- Combining Lagrangian Decomposition with an Evolutionary Algorithm for the Knapsack Constrained Maximum Spanning Tree Problem -- Exact/Heuristic Hybrids Using rVNS and Hyperheuristics for Workforce Scheduling -- An Analysis of Problem Difficulty for a Class of Optimisation Heuristics -- A New Grouping Genetic Algorithm for the Quadratic Multiple Knapsack Problem -- A Hybrid Method for Solving Large-Scale Supply Chain Problems -- Crossover Operators for the Car Sequencing Problem. |
| Record Nr. | UNINA-9910484803003321 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2007 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Genetic Programming : 15th European Conference, EuroGP 2012, Málaga, Spain, April 11-13, 2012, Proceedings / / edited by Alberto Moraglio, Sara Silva, Krzysztof Krawiec, Penousal Machado, Carlos Cotta
| Genetic Programming : 15th European Conference, EuroGP 2012, Málaga, Spain, April 11-13, 2012, Proceedings / / edited by Alberto Moraglio, Sara Silva, Krzysztof Krawiec, Penousal Machado, Carlos Cotta |
| Edizione | [1st ed. 2012.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2012 |
| Descrizione fisica | 1 online resource (XII, 279 p. 91 illus.) |
| Disciplina | 005.11 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Computer programming
Computer science Algorithms Application software Artificial intelligence Bioinformatics Programming Techniques Theory of Computation Computer and Information Systems Applications Artificial Intelligence Computational and Systems Biology |
| ISBN | 3-642-29139-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNISA-996465999303316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2012 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Parallel Problem Solving from Nature, PPSN XI [[electronic resource] ] : 11th International Conference, Krakov, Poland, September 11-15, 2010, Proceedings, Part II / / edited by Robert Schaefer, Carlos Cotta, Joanna Kolodziej, Günter Rudolph
| Parallel Problem Solving from Nature, PPSN XI [[electronic resource] ] : 11th International Conference, Krakov, Poland, September 11-15, 2010, Proceedings, Part II / / edited by Robert Schaefer, Carlos Cotta, Joanna Kolodziej, Günter Rudolph |
| Edizione | [1st ed. 2010.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2010 |
| Descrizione fisica | 1 online resource (XXII, 556 p. 182 illus.) |
| Disciplina | 570.285 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Bioinformatics
Artificial intelligence Computer science Algorithms Pattern recognition systems Computer science—Mathematics Discrete mathematics Computational and Systems Biology Artificial Intelligence Theory of Computation Automated Pattern Recognition Discrete Mathematics in Computer Science |
| ISBN | 3-642-15871-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Multiobjective Optimization, Models and Applications -- A Novel Smart Multi-Objective Particle Swarm Optimisation Using Decomposition -- A Hybrid Scalarization and Adaptive ?-Ranking Strategy for Many-Objective Optimization -- pMODE-LD+SS: An Effective and Efficient Parallel Differential Evolution Algorithm for Multi-Objective Optimization -- Improved Dynamic Lexicographic Ordering for Multi-Objective Optimisation -- Privacy-Preserving Multi-Objective Evolutionary Algorithms -- Optimizing Delivery Time in Multi-Objective Vehicle Routing Problems with Time Windows -- Speculative Evaluation in Particle Swarm Optimization -- Towards Directed Open-Ended Search by a Novelty Guided Evolution Strategy -- Consultant-Guided Search Algorithms with Local Search for the Traveling Salesman Problem -- Many-Objective Test Problems to Visually Examine the Behavior of Multiobjective Evolution in a Decision Space -- Preference-Based Multi-Objective Particle Swarm Optimization Using Desirabilities -- GPGPU-Compatible Archive Based Stochastic Ranking Evolutionary Algorithm (G-ASREA) for Multi-Objective Optimization -- Hybrid Directional-Biased Evolutionary Algorithm for Multi-Objective Optimization -- A Framework for Incorporating Trade-Off Information Using Multi-Objective Evolutionary Algorithms -- Applications, Engineering and Economical Models -- Topography-Aware Sensor Deployment Optimization with CMA-ES -- Evolutionary Optimization on Problems Subject to Changes of Variables -- On-Line Purchasing Strategies for an Evolutionary Algorithm Performing Resource-Constrained Optimization -- Parallel Artificial Immune System in Optimization and Identification of Composite Structures -- Bioreactor Control by Genetic Programming -- Solving the One-Commodity Pickup and Delivery Problem Using an Adaptive Hybrid VNS/SA Approach -- Testing the Dinosaur Hypothesis under Empirical Datasets -- Fractal Gene Regulatory Networks for Control of Nonlinear Systems -- An Effective Hybrid Evolutionary Local Search for Orienteering and Team Orienteering Problems with Time Windows -- Discrete Differential Evolution Algorithm for Solving the Terminal Assignment Problem -- Decentralized Evolutionary Agents Streamlining Logistic Network Design -- Testing the Permutation Space Based Geometric Differential Evolution on the Job-Shop Scheduling Problem -- New Uncertainty Handling Strategies in Multi-objective Evolutionary Optimization -- Evolving a Single Scalable Controller for an Octopus Arm with a Variable Number of Segments -- Multi-agent Systems and Parallel Approaches -- An Island Model for the No-Wait Flow Shop Scheduling Problem -- Environment-Driven Embodied Evolution in a Population of Autonomous Agents -- Large-Scale Global Optimization Using Cooperative Coevolution with Variable Interaction Learning -- EvoShelf: A System for Managing and Exploring Evolutionary Data -- Differential Evolution Algorithms with Cellular Populations -- Flocking in Stationary and Non-stationary Environments: A Novel Communication Strategy for Heading Alignment -- Evolution of XPath Lists for Document Data Selection -- PMF: A Multicore-Enabled Framework for the Construction of Metaheuristics for Single and Multiobjective Optimization -- Parallel Evolutionary Approach of Compaction Problem Using MapReduce -- Ant Colony Optimization with Immigrants Schemes in Dynamic Environments -- Secret Key Specification for a Variable-Length Cryptographic Cellular Automata Model -- Variable Neighborhood Search and Ant Colony Optimization for the Rooted Delay-Constrained Minimum Spanning Tree Problem -- Adaptive Modularization of the MAPK Signaling Pathway Using the Multiagent Paradigm -- Genetic Computing and Games -- Experimental Comparison of Methods to Handle Boundary Constraints in Differential Evolution -- Entropy-Driven Evolutionary Approaches to the Mastermind Problem -- Evolutionary Detection of New Classes of Equilibria: Application in Behavioral Games -- Design and Comparison of two Evolutionary Approaches for Solving the Rubik’s Cube -- Statistical Analysis of Parameter Setting in Real-Coded Evolutionary Algorithms -- Performance of Network Crossover on NK Landscapes and Spin Glasses -- Promoting Phenotypic Diversity in Genetic Programming -- A Genetic Programming Approach to the Matrix Bandwidth-Minimization Problem -- Using Co-solvability to Model and Exploit Synergetic Effects in Evolution -- Fast Grammar-Based Evolution Using Memoization -- Evolution of Conventions and Social Polarization in Dynamical Complex Networks -- Evolving Strategies for Updating Pheromone Trails: A Case Study with the TSP -- The Role of Syntactic and Semantic Locality of Crossover in Genetic Programming -- The Layered Learning Method and Its Application to Generation of Evaluation Functions for the Game of Checkers. |
| Record Nr. | UNISA-996465893003316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Parallel Problem Solving from Nature, PPSN XI [[electronic resource] ] : 11th International Conference, Krakov, Poland, September 11-15, 2010, Proceedings, Part I / / edited by Robert Schaefer, Carlos Cotta, Joanna Kolodziej, Günter Rudolph
| Parallel Problem Solving from Nature, PPSN XI [[electronic resource] ] : 11th International Conference, Krakov, Poland, September 11-15, 2010, Proceedings, Part I / / edited by Robert Schaefer, Carlos Cotta, Joanna Kolodziej, Günter Rudolph |
| Edizione | [1st ed. 2010.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2010 |
| Descrizione fisica | 1 online resource (XXI, 742 p. 211 illus.) |
| Disciplina | 570.285 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Bioinformatics
Artificial intelligence Computer science Algorithms Pattern recognition systems Computer science—Mathematics Discrete mathematics Computational and Systems Biology Artificial Intelligence Theory of Computation Automated Pattern Recognition Discrete Mathematics in Computer Science |
| ISBN | 3-642-15844-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Theory of Evolutionary Computing (I) -- Optimal Fixed and Adaptive Mutation Rates for the LeadingOnes Problem -- Mirrored Sampling and Sequential Selection for Evolution Strategies -- Optimisation and Generalisation: Footprints in Instance Space -- Adaptive Drift Analysis -- Optimizing Monotone Functions Can Be Difficult -- Log-Linear Convergence of the Scale-Invariant (?/? w ,?)-ES and Optimal ? for Intermediate Recombination for Large Population Sizes -- Exploiting Overlap When Searching for Robust Optima -- Benchmarking Evolutionary Algorithms: Towards Exploratory Landscape Analysis -- One-Point Geometric Crossover -- When Does Dependency Modelling Help? Using a Randomized Landscape Generator to Compare Algorithms in Terms of Problem Structure -- First-Improvement vs. Best-Improvement Local Optima Networks of NK Landscapes -- Differential Mutation Based on Population Covariance Matrix -- General Lower Bounds for the Running Time of Evolutionary Algorithms -- A Binary Encoding Supporting Both Mutation and Recombination -- Towards Analyzing Recombination Operators in Evolutionary Search -- Theory of Evolutionary Computing (II) -- Bidirectional Relation between CMA Evolution Strategies and Natural Evolution Strategies -- A Fine-Grained View of GP Locality with Binary Decision Diagrams as Ant Phenotypes -- Drift Analysis with Tail Bounds -- More Effective Crossover Operators for the All-Pairs Shortest Path Problem -- Comparison-Based Adaptive Strategy Selection with Bandits in Differential Evolution -- Fixed Parameter Evolutionary Algorithms and Maximum Leaf Spanning Trees: A Matter of Mutation -- An Archive Maintenance Scheme for Finding Robust Solutions -- Experimental Supplements to the Theoretical Analysis of Migration in the Island Model -- General Scheme for Analyzing Running Times of Parallel Evolutionary Algorithms -- Negative Drift in Populations -- Log(?) Modifications for Optimal Parallelism -- The Linkage Tree Genetic Algorithm -- An Analysis of the XOR Dynamic Problem Generator Based on the Dynamical System -- The Role of Degenerate Robustness in the Evolvability of Multi-agent Systems in Dynamic Environments -- Machine Learning, Classifier Systems, Image Processing -- Evolutionary Learning of Technical Trading Rules without Data-Mining Bias -- Using Computational Intelligence to Identify Performance Bottlenecks in a Computer System -- Selecting Small Audio Feature Sets in Music Classification by Means of Asymmetric Mutation -- Globally Induced Model Trees: An Evolutionary Approach -- Open-Ended Evolutionary Robotics: An Information Theoretic Approach -- A Novel Similarity-Based Crossover for Artificial Neural Network Evolution -- Indirect Encoding of Neural Networks for Scalable Go -- Comparison-Based Optimizers Need Comparison-Based Surrogates -- A Cooperative Coevolutionary Approach to Partitional Clustering -- Feature Selection for Multi-purpose Predictive Models: A Many-Objective Task -- Incorporating Domain Knowledge into Evolutionary Computing for Discovering Gene-Gene Interaction -- The Application of Pittsburgh-Style Learning Classifier Systems to Address Genetic Heterogeneity and Epistasis in Association Studies -- Threshold Selection, Mitosis and Dual Mutation in Cooperative Co-evolution: Application to Medical 3D Tomography -- Comparative Analysis of Search and Score Metaheuristics for Bayesian Network Structure Learning Using Node Juxtaposition Distributions -- Analyzing the Credit Default Swap Market Using Cartesian Genetic Programming -- Memetic Algorithms, Hybridized Techniques, Meta and Hyperheurisics -- A Memetic Cooperative Optimization Schema and Its Application to the Tool Switching Problem -- Ownership and Trade in Spatial Evolutionary Memetic Games -- A Hyper-Heuristic Approach to Strip Packing Problems -- Asymptotic Analysis of Computational Multi-Agent Systems -- Path-Guided Mutation for Stochastic Pareto Local Search Algorithms -- Scheduling English Football Fixtures over the Holiday Period Using Hyper-heuristics -- Graph Clustering Based Model Building -- How to Choose Solutions for Local Search in Multiobjective Combinatorial Memetic Algorithms -- Secure and Task Abortion Aware GA-Based Hybrid Metaheuristics for Grid Scheduling -- A Memetic Algorithm for the Pickup and Delivery Problem with Time Windows Using Selective Route Exchange Crossover -- Ant Based Hyper Heuristics with Space Reduction: A Case Study of the p-Median Problem -- A Study of Multi-parent Crossover Operators in a Memetic Algorithm -- A Hybrid Genetic Algorithm for the Traveling Salesman Problem Using Generalized Partition Crossover -- A Memetic Algorithm with Non Gradient-Based Local Search Assisted by a Meta-model -- Multiobjective Optimization, Theoretical Aspects -- Theoretically Investigating Optimal ?-Distributions for the Hypervolume Indicator: First Results for Three Objectives -- Convergence Rates of (1+1) Evolutionary Multiobjective Optimization Algorithms -- Tight Bounds for the Approximation Ratio of the Hypervolume Indicator -- Evolutionary Multiobjective Optimization Algorithm as a Markov System -- A Natural Evolution Strategy for Multi-objective Optimization -- Solving Multiobjective Optimization Problem by Constraint Optimization -- Enhancing Diversity for Average Ranking Method in Evolutionary Many-Objective Optimization -- Objective Space Partitioning Using Conflict Information for Many-Objective Optimization -- How Crossover Speeds Up Evolutionary Algorithms for the Multi-criteria All-Pairs-Shortest-Path Problem -- Path Relinking on Many-Objective NK-Landscapes -- In Search of Equitable Solutions Using Multi-objective Evolutionary Algorithms -- Stopping Criteria for Genetic Algorithms with Application to Multiobjective Optimization -- Defining and Optimizing Indicator-Based Diversity Measures in Multiobjective Search -- On Expected-Improvement Criteria for Model-based Multi-objective Optimization -- Parameter Tuning Boosts Performance of Variation Operators in Multiobjective Optimization. |
| Record Nr. | UNISA-996465943503316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Parallel Problem Solving from Nature, PPSN XI [[electronic resource] ] : 11th International Conference, Krakov, Poland, September 11-15, 2010, Proceedings, Part II / / edited by Robert Schaefer, Carlos Cotta, Joanna Kolodziej, Günter Rudolph
| Parallel Problem Solving from Nature, PPSN XI [[electronic resource] ] : 11th International Conference, Krakov, Poland, September 11-15, 2010, Proceedings, Part II / / edited by Robert Schaefer, Carlos Cotta, Joanna Kolodziej, Günter Rudolph |
| Edizione | [1st ed. 2010.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2010 |
| Descrizione fisica | 1 online resource (XXII, 556 p. 182 illus.) |
| Disciplina | 570.285 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Bioinformatics
Artificial intelligence Computer science Algorithms Pattern recognition systems Computer science—Mathematics Discrete mathematics Computational and Systems Biology Artificial Intelligence Theory of Computation Automated Pattern Recognition Discrete Mathematics in Computer Science |
| ISBN | 3-642-15871-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Multiobjective Optimization, Models and Applications -- A Novel Smart Multi-Objective Particle Swarm Optimisation Using Decomposition -- A Hybrid Scalarization and Adaptive ?-Ranking Strategy for Many-Objective Optimization -- pMODE-LD+SS: An Effective and Efficient Parallel Differential Evolution Algorithm for Multi-Objective Optimization -- Improved Dynamic Lexicographic Ordering for Multi-Objective Optimisation -- Privacy-Preserving Multi-Objective Evolutionary Algorithms -- Optimizing Delivery Time in Multi-Objective Vehicle Routing Problems with Time Windows -- Speculative Evaluation in Particle Swarm Optimization -- Towards Directed Open-Ended Search by a Novelty Guided Evolution Strategy -- Consultant-Guided Search Algorithms with Local Search for the Traveling Salesman Problem -- Many-Objective Test Problems to Visually Examine the Behavior of Multiobjective Evolution in a Decision Space -- Preference-Based Multi-Objective Particle Swarm Optimization Using Desirabilities -- GPGPU-Compatible Archive Based Stochastic Ranking Evolutionary Algorithm (G-ASREA) for Multi-Objective Optimization -- Hybrid Directional-Biased Evolutionary Algorithm for Multi-Objective Optimization -- A Framework for Incorporating Trade-Off Information Using Multi-Objective Evolutionary Algorithms -- Applications, Engineering and Economical Models -- Topography-Aware Sensor Deployment Optimization with CMA-ES -- Evolutionary Optimization on Problems Subject to Changes of Variables -- On-Line Purchasing Strategies for an Evolutionary Algorithm Performing Resource-Constrained Optimization -- Parallel Artificial Immune System in Optimization and Identification of Composite Structures -- Bioreactor Control by Genetic Programming -- Solving the One-Commodity Pickup and Delivery Problem Using an Adaptive Hybrid VNS/SA Approach -- Testing the Dinosaur Hypothesis under Empirical Datasets -- Fractal Gene Regulatory Networks for Control of Nonlinear Systems -- An Effective Hybrid Evolutionary Local Search for Orienteering and Team Orienteering Problems with Time Windows -- Discrete Differential Evolution Algorithm for Solving the Terminal Assignment Problem -- Decentralized Evolutionary Agents Streamlining Logistic Network Design -- Testing the Permutation Space Based Geometric Differential Evolution on the Job-Shop Scheduling Problem -- New Uncertainty Handling Strategies in Multi-objective Evolutionary Optimization -- Evolving a Single Scalable Controller for an Octopus Arm with a Variable Number of Segments -- Multi-agent Systems and Parallel Approaches -- An Island Model for the No-Wait Flow Shop Scheduling Problem -- Environment-Driven Embodied Evolution in a Population of Autonomous Agents -- Large-Scale Global Optimization Using Cooperative Coevolution with Variable Interaction Learning -- EvoShelf: A System for Managing and Exploring Evolutionary Data -- Differential Evolution Algorithms with Cellular Populations -- Flocking in Stationary and Non-stationary Environments: A Novel Communication Strategy for Heading Alignment -- Evolution of XPath Lists for Document Data Selection -- PMF: A Multicore-Enabled Framework for the Construction of Metaheuristics for Single and Multiobjective Optimization -- Parallel Evolutionary Approach of Compaction Problem Using MapReduce -- Ant Colony Optimization with Immigrants Schemes in Dynamic Environments -- Secret Key Specification for a Variable-Length Cryptographic Cellular Automata Model -- Variable Neighborhood Search and Ant Colony Optimization for the Rooted Delay-Constrained Minimum Spanning Tree Problem -- Adaptive Modularization of the MAPK Signaling Pathway Using the Multiagent Paradigm -- Genetic Computing and Games -- Experimental Comparison of Methods to Handle Boundary Constraints in Differential Evolution -- Entropy-Driven Evolutionary Approaches to the Mastermind Problem -- Evolutionary Detection of New Classes of Equilibria: Application in Behavioral Games -- Design and Comparison of two Evolutionary Approaches for Solving the Rubik’s Cube -- Statistical Analysis of Parameter Setting in Real-Coded Evolutionary Algorithms -- Performance of Network Crossover on NK Landscapes and Spin Glasses -- Promoting Phenotypic Diversity in Genetic Programming -- A Genetic Programming Approach to the Matrix Bandwidth-Minimization Problem -- Using Co-solvability to Model and Exploit Synergetic Effects in Evolution -- Fast Grammar-Based Evolution Using Memoization -- Evolution of Conventions and Social Polarization in Dynamical Complex Networks -- Evolving Strategies for Updating Pheromone Trails: A Case Study with the TSP -- The Role of Syntactic and Semantic Locality of Crossover in Genetic Programming -- The Layered Learning Method and Its Application to Generation of Evaluation Functions for the Game of Checkers. |
| Record Nr. | UNINA-9910483503003321 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Parallel Problem Solving from Nature, PPSN XI [[electronic resource] ] : 11th International Conference, Krakov, Poland, September 11-15, 2010, Proceedings, Part I / / edited by Robert Schaefer, Carlos Cotta, Joanna Kolodziej, Günter Rudolph
| Parallel Problem Solving from Nature, PPSN XI [[electronic resource] ] : 11th International Conference, Krakov, Poland, September 11-15, 2010, Proceedings, Part I / / edited by Robert Schaefer, Carlos Cotta, Joanna Kolodziej, Günter Rudolph |
| Edizione | [1st ed. 2010.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2010 |
| Descrizione fisica | 1 online resource (XXI, 742 p. 211 illus.) |
| Disciplina | 570.285 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Bioinformatics
Artificial intelligence Computer science Algorithms Pattern recognition systems Computer science—Mathematics Discrete mathematics Computational and Systems Biology Artificial Intelligence Theory of Computation Automated Pattern Recognition Discrete Mathematics in Computer Science |
| ISBN | 3-642-15844-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Theory of Evolutionary Computing (I) -- Optimal Fixed and Adaptive Mutation Rates for the LeadingOnes Problem -- Mirrored Sampling and Sequential Selection for Evolution Strategies -- Optimisation and Generalisation: Footprints in Instance Space -- Adaptive Drift Analysis -- Optimizing Monotone Functions Can Be Difficult -- Log-Linear Convergence of the Scale-Invariant (?/? w ,?)-ES and Optimal ? for Intermediate Recombination for Large Population Sizes -- Exploiting Overlap When Searching for Robust Optima -- Benchmarking Evolutionary Algorithms: Towards Exploratory Landscape Analysis -- One-Point Geometric Crossover -- When Does Dependency Modelling Help? Using a Randomized Landscape Generator to Compare Algorithms in Terms of Problem Structure -- First-Improvement vs. Best-Improvement Local Optima Networks of NK Landscapes -- Differential Mutation Based on Population Covariance Matrix -- General Lower Bounds for the Running Time of Evolutionary Algorithms -- A Binary Encoding Supporting Both Mutation and Recombination -- Towards Analyzing Recombination Operators in Evolutionary Search -- Theory of Evolutionary Computing (II) -- Bidirectional Relation between CMA Evolution Strategies and Natural Evolution Strategies -- A Fine-Grained View of GP Locality with Binary Decision Diagrams as Ant Phenotypes -- Drift Analysis with Tail Bounds -- More Effective Crossover Operators for the All-Pairs Shortest Path Problem -- Comparison-Based Adaptive Strategy Selection with Bandits in Differential Evolution -- Fixed Parameter Evolutionary Algorithms and Maximum Leaf Spanning Trees: A Matter of Mutation -- An Archive Maintenance Scheme for Finding Robust Solutions -- Experimental Supplements to the Theoretical Analysis of Migration in the Island Model -- General Scheme for Analyzing Running Times of Parallel Evolutionary Algorithms -- Negative Drift in Populations -- Log(?) Modifications for Optimal Parallelism -- The Linkage Tree Genetic Algorithm -- An Analysis of the XOR Dynamic Problem Generator Based on the Dynamical System -- The Role of Degenerate Robustness in the Evolvability of Multi-agent Systems in Dynamic Environments -- Machine Learning, Classifier Systems, Image Processing -- Evolutionary Learning of Technical Trading Rules without Data-Mining Bias -- Using Computational Intelligence to Identify Performance Bottlenecks in a Computer System -- Selecting Small Audio Feature Sets in Music Classification by Means of Asymmetric Mutation -- Globally Induced Model Trees: An Evolutionary Approach -- Open-Ended Evolutionary Robotics: An Information Theoretic Approach -- A Novel Similarity-Based Crossover for Artificial Neural Network Evolution -- Indirect Encoding of Neural Networks for Scalable Go -- Comparison-Based Optimizers Need Comparison-Based Surrogates -- A Cooperative Coevolutionary Approach to Partitional Clustering -- Feature Selection for Multi-purpose Predictive Models: A Many-Objective Task -- Incorporating Domain Knowledge into Evolutionary Computing for Discovering Gene-Gene Interaction -- The Application of Pittsburgh-Style Learning Classifier Systems to Address Genetic Heterogeneity and Epistasis in Association Studies -- Threshold Selection, Mitosis and Dual Mutation in Cooperative Co-evolution: Application to Medical 3D Tomography -- Comparative Analysis of Search and Score Metaheuristics for Bayesian Network Structure Learning Using Node Juxtaposition Distributions -- Analyzing the Credit Default Swap Market Using Cartesian Genetic Programming -- Memetic Algorithms, Hybridized Techniques, Meta and Hyperheurisics -- A Memetic Cooperative Optimization Schema and Its Application to the Tool Switching Problem -- Ownership and Trade in Spatial Evolutionary Memetic Games -- A Hyper-Heuristic Approach to Strip Packing Problems -- Asymptotic Analysis of Computational Multi-Agent Systems -- Path-Guided Mutation for Stochastic Pareto Local Search Algorithms -- Scheduling English Football Fixtures over the Holiday Period Using Hyper-heuristics -- Graph Clustering Based Model Building -- How to Choose Solutions for Local Search in Multiobjective Combinatorial Memetic Algorithms -- Secure and Task Abortion Aware GA-Based Hybrid Metaheuristics for Grid Scheduling -- A Memetic Algorithm for the Pickup and Delivery Problem with Time Windows Using Selective Route Exchange Crossover -- Ant Based Hyper Heuristics with Space Reduction: A Case Study of the p-Median Problem -- A Study of Multi-parent Crossover Operators in a Memetic Algorithm -- A Hybrid Genetic Algorithm for the Traveling Salesman Problem Using Generalized Partition Crossover -- A Memetic Algorithm with Non Gradient-Based Local Search Assisted by a Meta-model -- Multiobjective Optimization, Theoretical Aspects -- Theoretically Investigating Optimal ?-Distributions for the Hypervolume Indicator: First Results for Three Objectives -- Convergence Rates of (1+1) Evolutionary Multiobjective Optimization Algorithms -- Tight Bounds for the Approximation Ratio of the Hypervolume Indicator -- Evolutionary Multiobjective Optimization Algorithm as a Markov System -- A Natural Evolution Strategy for Multi-objective Optimization -- Solving Multiobjective Optimization Problem by Constraint Optimization -- Enhancing Diversity for Average Ranking Method in Evolutionary Many-Objective Optimization -- Objective Space Partitioning Using Conflict Information for Many-Objective Optimization -- How Crossover Speeds Up Evolutionary Algorithms for the Multi-criteria All-Pairs-Shortest-Path Problem -- Path Relinking on Many-Objective NK-Landscapes -- In Search of Equitable Solutions Using Multi-objective Evolutionary Algorithms -- Stopping Criteria for Genetic Algorithms with Application to Multiobjective Optimization -- Defining and Optimizing Indicator-Based Diversity Measures in Multiobjective Search -- On Expected-Improvement Criteria for Model-based Multi-objective Optimization -- Parameter Tuning Boosts Performance of Variation Operators in Multiobjective Optimization. |
| Record Nr. | UNINA-9910484307703321 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
