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Computational intelligence in bioinformatics / edited by Gary B. Fogel, David W. Corne and Yi Pan
| Computational intelligence in bioinformatics / edited by Gary B. Fogel, David W. Corne and Yi Pan |
| Pubbl/distr/stampa | [Hoboken, New Jersey] : , : Wiley-IEEE, 2007 |
| Descrizione fisica | 1 online resource (377 p.) |
| Disciplina |
572.028563
572.80285 |
| Altri autori (Persone) |
CorneDavid
PanYi FogelGary <1968-> |
| Collana | IEEE press series on computational intelligence |
| Soggetto topico |
Bioinformática
Inteligencia computacional |
| Soggetto genere / forma | Libros electrónicos |
| Soggetto non controllato | Informática general |
| ISBN |
0-470-65215-2
1-281-22169-4 9786611221690 0-470-19909-1 0-470-19908-3 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Preface -- Contributors -- Part One Gene Expression Analysis and Systems Biology -- 1. Hybrid of Neural Classifi er and Swarm Intelligence in Multiclass Cancer Diagnosis with Gene Expression Signatures (Rui Xu, Georgios C. Anagnostopoulos, and Donald C. Wunsch II) -- 1.1 Introduction -- 1.2 Methods and Systems -- 1.3 Experimental Results -- 1.4 Conclusions -- 2. Classifying Gene Expression Profi les with Evolutionary Computation (Jin-Hyuk Hong and Sung-Bae Cho) -- 2.1 DNA Microarray Data Classifi cation -- 2.2 Evolutionary Approach to the Problem -- 2.3 Gene Selection with Speciated Genetic Algorithm -- 2.4 Cancer Classifi ction Based on Ensemble Genetic Programming -- 2.5 Conclusion -- 3. Finding Clusters in Gene Expression Data Using EvoCluster (Patrick C. H. Ma, Keith C. C. Chan, and Xin Yao) -- 3.1 Introduction -- 3.2 Related Work -- 3.3 Evolutionary Clustering Algorithm -- 3.4 Experimental Results -- 3.5 Conclusions -- 4. Gene Networks and Evolutionary Computation (Jennifer Hallinan) -- 4.1 Introduction -- 4.2 Evolutionary Optimization -- 4.3 Computational Network Modeling -- 4.4 Extending Reach of Gene Networks -- 4.5 Network Topology Analysis -- 4.6 Summary -- Part Two Sequence Analysis and Feature Detection -- 5. Fuzzy-Granular Methods for Identifying Marker Genes from Microarray Expression Data (Yuanchen He, Yuchun Tang, Yan-Qing Zhang, and Rajshekhar Sunderraman) -- 5.1 Introduction -- 5.2 Traditional Algorithms for Gene Selection -- 5.3 New Fuzzy-Granular-Based Algorithm for Gene Selection -- 5.4 Simulation -- 5.5 Conclusions -- 6. Evolutionary Feature Selection for Bioinformatics (Laetitia Jourdan, Clarisse Dhaenens, and El-Ghazali Talbi) -- 6.1 Introduction -- 6.2 Evolutionary Algorithms for Feature Selection -- 6.3 Feature Selection for Clustering in Bioinformatics -- 6.4 Feature Selection for Classifi cation in Bioinformatics -- 6.5 Frameworks and Data Sets -- 6.6 Conclusion -- 7. Fuzzy Approaches for the Analysis CpG Island Methylation Patterns (Ozy Sjahputera, Mihail Popescu, James M. Keller, and Charles W. Caldwell).
7.1 Introduction -- 7.2 Methods -- 7.3 Biological Signifi cance -- 7.4 Conclusions -- Part Three Molecular Structure and Phylogenetics -- 8. Protein-Ligand Docking with Evolutionary Algorithms(Rene Thomsen) -- 8.1 Introduction -- 8.2 Biochemical Background -- 8.3 The Docking Problem -- 8.4 Protein-Ligand Docking Algorithms -- 8.5 Evolutionary Algorithms -- 8.6 Effect of Variation Operators -- 8.7 Differential Evolution -- 8.8 Evaluating Docking Methods -- 8.9 Comparison between Docking Methods -- 8.10 Summary -- 8.11 Future Research Topics -- 9. RNA Secondary Structure Prediction Employing Evolutionary Algorithms (Kay C. Wiese, Alain A. Deschanes, and Andrew G. Hendriks) -- 9.1 Introduction -- 9.2 Thermodynamic Models -- 9.3 Methods -- 9.4 Results -- 9.5 Conclusion -- 10. Machine Learning Approach for Prediction of Human Mitochondrial Proteins (Zhong Huang, Xuheng Xu, and Xiaohua Hu) -- 10.1 Introduction -- 10.2 Methods and Systems -- 10.3 Results and Discussion -- 10.4 Conclusions -- 11. Phylogenetic Inference Using Evolutionary Algorithms(Clare Bates Congdon) -- 11.1 Introduction -- 11.2 Background in Phylogenetics -- 11.3 Challenges and Opportunities for Evolutionary Computation -- 11.4 One Contribution of Evolutionary Computation: Graphyl -- 11.5 Some Other Contributions of Evolutionary computation -- 11.6 Open Questions and Opportunities -- Part Four Medicine -- 12. Evolutionary Algorithms for Cancer Chemotherapy Optimization (John McCall, Andrei Petrovski, and Siddhartha Shakya) -- 12.1 Introduction -- 12.2 Nature of Cancer -- 12.3 Nature of Chemotherapy -- 12.4 Models of Tumor Growth and Response -- 12.5 Constraints on Chemotherapy -- 12.6 Optimal Control Formulations of Cancer Chemotherapy -- 12.7 Evolutionary Algorithms for Cancer Chemotherapy Optimization -- 12.8 Encoding and Evaluation -- 12.9 Applications of EAs to Chemotherapy Optimization Problems -- 12.10 Related Work -- 12.11 Oncology Workbench -- 12.12 Conclusion -- 13. Fuzzy Ontology-Based Text Mining System for Knowledge Acquisition, Ontology Enhancement, and Query Answering from Biomedical Texts (Lipika Dey and Muhammad Abulaish). 13.1 Introduction -- 13.2 Brief Introduction to Ontologies -- 13.3 Information Retrieval form Biological Text Documents: Related Work -- 13.4 Ontology-Based IE and Knowledge Enhancement System -- 13.5 Document Processor -- 13.6 Biological Relation Extractor -- 13.7 Relation-Based Query Answering -- 13.8 Evaluation of the Biological Relation Extraction Process -- 13.9 Biological Relation Characterizer -- 13.10 Determining Strengths of Generic Biological Relations -- 13.11 Enhancing GENIA to Fuzzy Relational Ontology -- 13.12 Conclusions and Future Work -- References -- Appendix Feasible Biological Relations -- Index. |
| Record Nr. | UNINA-9910144575003321 |
| [Hoboken, New Jersey] : , : Wiley-IEEE, 2007 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Computational intelligence in bioinformatics / edited by Gary B. Fogel, David W. Corne and Yi Pan
| Computational intelligence in bioinformatics / edited by Gary B. Fogel, David W. Corne and Yi Pan |
| Pubbl/distr/stampa | [Hoboken, New Jersey] : , : Wiley-IEEE, 2007 |
| Descrizione fisica | 1 online resource (377 p.) |
| Disciplina |
572.028563
572.80285 |
| Altri autori (Persone) |
CorneDavid
PanYi FogelGary <1968-> |
| Collana | IEEE press series on computational intelligence |
| Soggetto topico |
Bioinformática
Inteligencia computacional |
| Soggetto genere / forma | Libros electrónicos |
| Soggetto non controllato | Informática general |
| ISBN |
0-470-65215-2
1-281-22169-4 9786611221690 0-470-19909-1 0-470-19908-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Preface -- Contributors -- Part One Gene Expression Analysis and Systems Biology -- 1. Hybrid of Neural Classifi er and Swarm Intelligence in Multiclass Cancer Diagnosis with Gene Expression Signatures (Rui Xu, Georgios C. Anagnostopoulos, and Donald C. Wunsch II) -- 1.1 Introduction -- 1.2 Methods and Systems -- 1.3 Experimental Results -- 1.4 Conclusions -- 2. Classifying Gene Expression Profi les with Evolutionary Computation (Jin-Hyuk Hong and Sung-Bae Cho) -- 2.1 DNA Microarray Data Classifi cation -- 2.2 Evolutionary Approach to the Problem -- 2.3 Gene Selection with Speciated Genetic Algorithm -- 2.4 Cancer Classifi ction Based on Ensemble Genetic Programming -- 2.5 Conclusion -- 3. Finding Clusters in Gene Expression Data Using EvoCluster (Patrick C. H. Ma, Keith C. C. Chan, and Xin Yao) -- 3.1 Introduction -- 3.2 Related Work -- 3.3 Evolutionary Clustering Algorithm -- 3.4 Experimental Results -- 3.5 Conclusions -- 4. Gene Networks and Evolutionary Computation (Jennifer Hallinan) -- 4.1 Introduction -- 4.2 Evolutionary Optimization -- 4.3 Computational Network Modeling -- 4.4 Extending Reach of Gene Networks -- 4.5 Network Topology Analysis -- 4.6 Summary -- Part Two Sequence Analysis and Feature Detection -- 5. Fuzzy-Granular Methods for Identifying Marker Genes from Microarray Expression Data (Yuanchen He, Yuchun Tang, Yan-Qing Zhang, and Rajshekhar Sunderraman) -- 5.1 Introduction -- 5.2 Traditional Algorithms for Gene Selection -- 5.3 New Fuzzy-Granular-Based Algorithm for Gene Selection -- 5.4 Simulation -- 5.5 Conclusions -- 6. Evolutionary Feature Selection for Bioinformatics (Laetitia Jourdan, Clarisse Dhaenens, and El-Ghazali Talbi) -- 6.1 Introduction -- 6.2 Evolutionary Algorithms for Feature Selection -- 6.3 Feature Selection for Clustering in Bioinformatics -- 6.4 Feature Selection for Classifi cation in Bioinformatics -- 6.5 Frameworks and Data Sets -- 6.6 Conclusion -- 7. Fuzzy Approaches for the Analysis CpG Island Methylation Patterns (Ozy Sjahputera, Mihail Popescu, James M. Keller, and Charles W. Caldwell).
7.1 Introduction -- 7.2 Methods -- 7.3 Biological Signifi cance -- 7.4 Conclusions -- Part Three Molecular Structure and Phylogenetics -- 8. Protein-Ligand Docking with Evolutionary Algorithms(Rene Thomsen) -- 8.1 Introduction -- 8.2 Biochemical Background -- 8.3 The Docking Problem -- 8.4 Protein-Ligand Docking Algorithms -- 8.5 Evolutionary Algorithms -- 8.6 Effect of Variation Operators -- 8.7 Differential Evolution -- 8.8 Evaluating Docking Methods -- 8.9 Comparison between Docking Methods -- 8.10 Summary -- 8.11 Future Research Topics -- 9. RNA Secondary Structure Prediction Employing Evolutionary Algorithms (Kay C. Wiese, Alain A. Deschanes, and Andrew G. Hendriks) -- 9.1 Introduction -- 9.2 Thermodynamic Models -- 9.3 Methods -- 9.4 Results -- 9.5 Conclusion -- 10. Machine Learning Approach for Prediction of Human Mitochondrial Proteins (Zhong Huang, Xuheng Xu, and Xiaohua Hu) -- 10.1 Introduction -- 10.2 Methods and Systems -- 10.3 Results and Discussion -- 10.4 Conclusions -- 11. Phylogenetic Inference Using Evolutionary Algorithms(Clare Bates Congdon) -- 11.1 Introduction -- 11.2 Background in Phylogenetics -- 11.3 Challenges and Opportunities for Evolutionary Computation -- 11.4 One Contribution of Evolutionary Computation: Graphyl -- 11.5 Some Other Contributions of Evolutionary computation -- 11.6 Open Questions and Opportunities -- Part Four Medicine -- 12. Evolutionary Algorithms for Cancer Chemotherapy Optimization (John McCall, Andrei Petrovski, and Siddhartha Shakya) -- 12.1 Introduction -- 12.2 Nature of Cancer -- 12.3 Nature of Chemotherapy -- 12.4 Models of Tumor Growth and Response -- 12.5 Constraints on Chemotherapy -- 12.6 Optimal Control Formulations of Cancer Chemotherapy -- 12.7 Evolutionary Algorithms for Cancer Chemotherapy Optimization -- 12.8 Encoding and Evaluation -- 12.9 Applications of EAs to Chemotherapy Optimization Problems -- 12.10 Related Work -- 12.11 Oncology Workbench -- 12.12 Conclusion -- 13. Fuzzy Ontology-Based Text Mining System for Knowledge Acquisition, Ontology Enhancement, and Query Answering from Biomedical Texts (Lipika Dey and Muhammad Abulaish). 13.1 Introduction -- 13.2 Brief Introduction to Ontologies -- 13.3 Information Retrieval form Biological Text Documents: Related Work -- 13.4 Ontology-Based IE and Knowledge Enhancement System -- 13.5 Document Processor -- 13.6 Biological Relation Extractor -- 13.7 Relation-Based Query Answering -- 13.8 Evaluation of the Biological Relation Extraction Process -- 13.9 Biological Relation Characterizer -- 13.10 Determining Strengths of Generic Biological Relations -- 13.11 Enhancing GENIA to Fuzzy Relational Ontology -- 13.12 Conclusions and Future Work -- References -- Appendix Feasible Biological Relations -- Index. |
| Record Nr. | UNINA-9910829979903321 |
| [Hoboken, New Jersey] : , : Wiley-IEEE, 2007 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Evolutionary Computing [[electronic resource] ] : AISB International Workshop, Manchester, UK, April 7-8, 1997. Selected Papers. / / edited by David Corne, Jonathan L. Shapiro
| Evolutionary Computing [[electronic resource] ] : AISB International Workshop, Manchester, UK, April 7-8, 1997. Selected Papers. / / edited by David Corne, Jonathan L. Shapiro |
| Edizione | [1st ed. 1997.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 1997 |
| Descrizione fisica | 1 online resource (X, 314 p.) |
| Disciplina | 006.3/1 |
| Collana | Lecture Notes in Computer Science |
| Soggetto topico |
Artificial intelligence
Computers Algorithms Information technology Business—Data processing Bioinformatics Computational biology Artificial Intelligence Theory of Computation Algorithm Analysis and Problem Complexity Computation by Abstract Devices IT in Business Computer Appl. in Life Sciences |
| ISBN | 3-540-69578-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Simulating pricing behaviours using a genetic algorithm -- Biologically inspired computational ecologies: A case study -- Modelling bounded rationality using evolutionary techniques -- The abstract theory of evolution of the living -- An evolutionary algorithm for single objective nonlinear constrained optimization problems -- On recombinative sampling -- The evolution of mutation, plasticity and culture in cyclically changing environments -- On the structure and transformation of landscapes -- Island model genetic algorithms and linearly separable problems -- Empirical validation of the performance of a class of transient detector -- The contruction and evaluation of decision trees: A comparison of evolutionary and concept learning methods -- Parallel distributed genetic programming applied to the evolution of natural language recognisers -- Scheduling planned maintenance of the South Wales region of the National Grid -- Solving generic scheduling problems with a distributed genetic algorithm -- Directing the search of evolutionary and neighbourhood-search optimisers for the flowshop sequencing problem with an idle-time heuristic -- Multiobjective genetic algorithms for pump scheduling in water supply -- Use of rules and preferences for schedule builders in genetic algorithms for production scheduling -- A Voxel based approach to evolutionary shape optimisation -- Phase transition networks: A modelling technique supporting the evolution of autonomous agents' tactical and operational activities -- An evolutionary, agent-assisted strategy for conceptual design space decomposition -- Task scheduling with use of classifier systems. |
| Record Nr. | UNINA-9910144915503321 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 1997 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Evolutionary Computing [[electronic resource] ] : AISB International Workshop, Manchester, UK, April 7-8, 1997. Selected Papers. / / edited by David Corne, Jonathan L. Shapiro
| Evolutionary Computing [[electronic resource] ] : AISB International Workshop, Manchester, UK, April 7-8, 1997. Selected Papers. / / edited by David Corne, Jonathan L. Shapiro |
| Edizione | [1st ed. 1997.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 1997 |
| Descrizione fisica | 1 online resource (X, 314 p.) |
| Disciplina | 006.3/1 |
| Collana | Lecture Notes in Computer Science |
| Soggetto topico |
Artificial intelligence
Computers Algorithms Information technology Business—Data processing Bioinformatics Computational biology Artificial Intelligence Theory of Computation Algorithm Analysis and Problem Complexity Computation by Abstract Devices IT in Business Computer Appl. in Life Sciences |
| ISBN | 3-540-69578-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Simulating pricing behaviours using a genetic algorithm -- Biologically inspired computational ecologies: A case study -- Modelling bounded rationality using evolutionary techniques -- The abstract theory of evolution of the living -- An evolutionary algorithm for single objective nonlinear constrained optimization problems -- On recombinative sampling -- The evolution of mutation, plasticity and culture in cyclically changing environments -- On the structure and transformation of landscapes -- Island model genetic algorithms and linearly separable problems -- Empirical validation of the performance of a class of transient detector -- The contruction and evaluation of decision trees: A comparison of evolutionary and concept learning methods -- Parallel distributed genetic programming applied to the evolution of natural language recognisers -- Scheduling planned maintenance of the South Wales region of the National Grid -- Solving generic scheduling problems with a distributed genetic algorithm -- Directing the search of evolutionary and neighbourhood-search optimisers for the flowshop sequencing problem with an idle-time heuristic -- Multiobjective genetic algorithms for pump scheduling in water supply -- Use of rules and preferences for schedule builders in genetic algorithms for production scheduling -- A Voxel based approach to evolutionary shape optimisation -- Phase transition networks: A modelling technique supporting the evolution of autonomous agents' tactical and operational activities -- An evolutionary, agent-assisted strategy for conceptual design space decomposition -- Task scheduling with use of classifier systems. |
| Record Nr. | UNISA-996465487203316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 1997 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Evolutionary Multi-Criterion Optimization [[electronic resource] ] : First International Conference, EMO 2001, Zurich, Switzerland, March 7-9, 2001 Proceedings / / edited by Eckart Zitzler, Kalyanmoy Deb, Lothar Thiele, Carlos Coello Coello, David Corne
| Evolutionary Multi-Criterion Optimization [[electronic resource] ] : First International Conference, EMO 2001, Zurich, Switzerland, March 7-9, 2001 Proceedings / / edited by Eckart Zitzler, Kalyanmoy Deb, Lothar Thiele, Carlos Coello Coello, David Corne |
| Edizione | [1st ed. 2001.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2001 |
| Descrizione fisica | 1 online resource (XIII, 714 p.) |
| Disciplina | 658.4/03 |
| Collana | Lecture Notes in Computer Science |
| Soggetto topico |
Mathematical optimization
Software engineering Computers Algorithms Computer science—Mathematics Artificial intelligence Optimization Software Engineering/Programming and Operating Systems Theory of Computation Algorithm Analysis and Problem Complexity Discrete Mathematics in Computer Science Artificial Intelligence |
| ISBN | 3-540-44719-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Tutorials -- Some Methods for Nonlinear Multi-objective Optimization -- A Short Tutorial on Evolutionary Multiobjective Optimization -- Invited Talks -- An Overview in Graphs of Multiple Objective Programming -- Poor-Definition, Uncertainty, and Human Factors - Satisfying Multiple Objectives in Real-World Decision-Making Environments -- Algorithm Improvements -- Controlled Elitist Non-dominated Sorting Genetic Algorithms for Better Convergence -- Specification of Genetic Search Directions in Cellular Multi-objective Genetic Algorithms -- Adapting Weighted Aggregation for Multiobjective Evolution Strategies -- Incrementing Multi-objective Evolutionary Algorithms: Performance Studies and Comparisons -- A Micro-Genetic Algorithm for Multiobjective Optimization -- Evolutionary Algorithms for Multicriteria Optimization with Selecting a Representative Subset of Pareto Optimal Solutions -- Multi-objective Optimisation Based on Relation Favour -- Performance Assessment and Comparison -- Comparison of Evolutionary and Deterministic Multiobjective Algorithms for Dose Optimization in Brachytherapy -- On The Effects of Archiving, Elitism, and Density Based Selection in Evolutionary Multi-objective Optimization -- Global Multiobjective Optimization with Evolutionary Algorithms: Selection Mechanisms and Mutation Control -- Inferential Performance Assessment of Stochastic Optimisers and the Attainment Function -- A Statistical Comparison of Multiobjective Evolutionary Algorithms Including the MOMGA-II -- Performance of Multiple Objective Evolutionary Algorithms on a Distribution System Design Problem - Computational Experiment -- Constraint Handling and Problem Decomposition -- An Infeasibility Objective for Use in Constrained Pareto Optimization -- Reducing Local Optima in Single-Objective Problems by Multi-objectivization -- Constrained Test Problems for Multi-objective Evolutionary Optimization -- Constraint Method-Based Evolutionary Algorithm (CMEA) for Multiobjective Optimization -- Uncertainty and Noise -- Pareto-Front Exploration with Uncertain Objectives -- Evolutionary Multi-objective Ranking with Uncertainty and Noise -- Hybrid and Alternative Methods -- Tabu-Based Exploratory Evolutionary Algorithm for Effective Multi-objective Optimization -- Bi-Criterion Optimization with Multi Colony Ant Algorithms -- Multicriteria Evolutionary Algorithm with Tabu Search for Task Assignment -- A Hybrid Multi-objective Evolutionary Approach to Engineering Shape Design -- Fuzzy Evolutionary Hybrid Metaheuristic for Network Topology Design -- A Hybrid Evolutionary Approach for Multicriteria Optimization Problems: Application to the Flow Shop -- The Supported Solutions Used as a Genetic Information in a Population Heuristic -- Scheduling -- Multi-objective Flow-Shop: Preliminary Results -- Pareto-Optimal Solutions for Multi-objective Production Scheduling Problems -- Comparison of Multiple Objective Genetic Algorithms for Parallel Machine Scheduling Problems -- Applications -- A Bi-Criterion Approach for the Airlines Crew Rostering Problem -- Halftone Image Generation with Improved Multiobjective Genetic Algorithm -- Microchannel Optimization Using Multiobjective Evolution Strategies -- Multi-objective Optimisation of Cancer Chemotherapy Using Evolutionary Algorithms -- Application of Multi Objective Evolutionary Algorithms to Analogue Filter Tuning -- Multiobjective Design Optimization of Real-Life Devices in Electrical Engineering: A Cost-Effective Evolutionary Approach -- Application of Multiobjective Evolutionary Algorithms for Dose Optimization Problems in Brachytherapy -- Multiobjective Optimization in Linguistic Rule Extraction from Numerical Data -- Determining the Color-Efficiency Pareto Optimal Surface for Filtered Light Sources -- Multi-objective Design Space Exploration of Road Trains with Evolutionary Algorithms -- Multiobjective Optimization of Mixed Variable Design Problems -- Aerodynamic Shape Optimization of Supersonic Wings by Adaptive Range Multiobjective Genetic Algorithms -- Accurate, Transparent, and Compact Fuzzy Models for Function Approximation and Dynamic Modeling through Multi-objective Evolutionary Optimization -- Multi-objective Evolutionary Design of Fuzzy Autopilot Controller -- The Niched Pareto Genetic Algorithm 2 Applied to the Design of Groundwater Remediation Systems -- MOLeCS: Using Multiobjective Evolutionary Algorithms for Learning. |
| Record Nr. | UNINA-9910143604703321 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2001 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Evolutionary Multi-Criterion Optimization [[electronic resource] ] : First International Conference, EMO 2001, Zurich, Switzerland, March 7-9, 2001 Proceedings / / edited by Eckart Zitzler, Kalyanmoy Deb, Lothar Thiele, Carlos Coello Coello, David Corne
| Evolutionary Multi-Criterion Optimization [[electronic resource] ] : First International Conference, EMO 2001, Zurich, Switzerland, March 7-9, 2001 Proceedings / / edited by Eckart Zitzler, Kalyanmoy Deb, Lothar Thiele, Carlos Coello Coello, David Corne |
| Edizione | [1st ed. 2001.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2001 |
| Descrizione fisica | 1 online resource (XIII, 714 p.) |
| Disciplina | 658.4/03 |
| Collana | Lecture Notes in Computer Science |
| Soggetto topico |
Mathematical optimization
Software engineering Computers Algorithms Computer science—Mathematics Artificial intelligence Optimization Software Engineering/Programming and Operating Systems Theory of Computation Algorithm Analysis and Problem Complexity Discrete Mathematics in Computer Science Artificial Intelligence |
| ISBN | 3-540-44719-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Tutorials -- Some Methods for Nonlinear Multi-objective Optimization -- A Short Tutorial on Evolutionary Multiobjective Optimization -- Invited Talks -- An Overview in Graphs of Multiple Objective Programming -- Poor-Definition, Uncertainty, and Human Factors - Satisfying Multiple Objectives in Real-World Decision-Making Environments -- Algorithm Improvements -- Controlled Elitist Non-dominated Sorting Genetic Algorithms for Better Convergence -- Specification of Genetic Search Directions in Cellular Multi-objective Genetic Algorithms -- Adapting Weighted Aggregation for Multiobjective Evolution Strategies -- Incrementing Multi-objective Evolutionary Algorithms: Performance Studies and Comparisons -- A Micro-Genetic Algorithm for Multiobjective Optimization -- Evolutionary Algorithms for Multicriteria Optimization with Selecting a Representative Subset of Pareto Optimal Solutions -- Multi-objective Optimisation Based on Relation Favour -- Performance Assessment and Comparison -- Comparison of Evolutionary and Deterministic Multiobjective Algorithms for Dose Optimization in Brachytherapy -- On The Effects of Archiving, Elitism, and Density Based Selection in Evolutionary Multi-objective Optimization -- Global Multiobjective Optimization with Evolutionary Algorithms: Selection Mechanisms and Mutation Control -- Inferential Performance Assessment of Stochastic Optimisers and the Attainment Function -- A Statistical Comparison of Multiobjective Evolutionary Algorithms Including the MOMGA-II -- Performance of Multiple Objective Evolutionary Algorithms on a Distribution System Design Problem - Computational Experiment -- Constraint Handling and Problem Decomposition -- An Infeasibility Objective for Use in Constrained Pareto Optimization -- Reducing Local Optima in Single-Objective Problems by Multi-objectivization -- Constrained Test Problems for Multi-objective Evolutionary Optimization -- Constraint Method-Based Evolutionary Algorithm (CMEA) for Multiobjective Optimization -- Uncertainty and Noise -- Pareto-Front Exploration with Uncertain Objectives -- Evolutionary Multi-objective Ranking with Uncertainty and Noise -- Hybrid and Alternative Methods -- Tabu-Based Exploratory Evolutionary Algorithm for Effective Multi-objective Optimization -- Bi-Criterion Optimization with Multi Colony Ant Algorithms -- Multicriteria Evolutionary Algorithm with Tabu Search for Task Assignment -- A Hybrid Multi-objective Evolutionary Approach to Engineering Shape Design -- Fuzzy Evolutionary Hybrid Metaheuristic for Network Topology Design -- A Hybrid Evolutionary Approach for Multicriteria Optimization Problems: Application to the Flow Shop -- The Supported Solutions Used as a Genetic Information in a Population Heuristic -- Scheduling -- Multi-objective Flow-Shop: Preliminary Results -- Pareto-Optimal Solutions for Multi-objective Production Scheduling Problems -- Comparison of Multiple Objective Genetic Algorithms for Parallel Machine Scheduling Problems -- Applications -- A Bi-Criterion Approach for the Airlines Crew Rostering Problem -- Halftone Image Generation with Improved Multiobjective Genetic Algorithm -- Microchannel Optimization Using Multiobjective Evolution Strategies -- Multi-objective Optimisation of Cancer Chemotherapy Using Evolutionary Algorithms -- Application of Multi Objective Evolutionary Algorithms to Analogue Filter Tuning -- Multiobjective Design Optimization of Real-Life Devices in Electrical Engineering: A Cost-Effective Evolutionary Approach -- Application of Multiobjective Evolutionary Algorithms for Dose Optimization Problems in Brachytherapy -- Multiobjective Optimization in Linguistic Rule Extraction from Numerical Data -- Determining the Color-Efficiency Pareto Optimal Surface for Filtered Light Sources -- Multi-objective Design Space Exploration of Road Trains with Evolutionary Algorithms -- Multiobjective Optimization of Mixed Variable Design Problems -- Aerodynamic Shape Optimization of Supersonic Wings by Adaptive Range Multiobjective Genetic Algorithms -- Accurate, Transparent, and Compact Fuzzy Models for Function Approximation and Dynamic Modeling through Multi-objective Evolutionary Optimization -- Multi-objective Evolutionary Design of Fuzzy Autopilot Controller -- The Niched Pareto Genetic Algorithm 2 Applied to the Design of Groundwater Remediation Systems -- MOLeCS: Using Multiobjective Evolutionary Algorithms for Learning. |
| Record Nr. | UNISA-996465690403316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2001 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Membrane Computing [[electronic resource] ] : 9th International Workshop, WMC 2008, Edinburgh, UK, July 28-31, 2008, Revised Selected and Invited Papers / / edited by David Corne, Pierluigi Frisco, Gheorghe Păun, Grzegorz Rozenberg, Arto Salomaa
| Membrane Computing [[electronic resource] ] : 9th International Workshop, WMC 2008, Edinburgh, UK, July 28-31, 2008, Revised Selected and Invited Papers / / edited by David Corne, Pierluigi Frisco, Gheorghe Păun, Grzegorz Rozenberg, Arto Salomaa |
| Edizione | [1st ed. 2009.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009 |
| Descrizione fisica | 1 online resource (IX, 403 p.) |
| Disciplina | 004 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Computer science
Life sciences Computer programming Machine theory Computer simulation Computer Science Life Sciences Programming Techniques Theory of Computation Formal Languages and Automata Theory Computer Modelling |
| ISBN | 3-540-95885-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Invited Lectures -- Investigation of a Biological Repair Scheme -- An Introduction to BioModel Engineering, Illustrated for Signal Transduction Pathways -- Multilevel Modeling of Morphogenesis -- A Definition of Cellular Interface Problems -- A Multiscale Modeling Framework Based on P Systems -- Regular Papers -- On the Qualitative Analysis of Conformon P Systems -- Dual P Systems -- Solving PP-Complete and #P-Complete Problems by P Systems with Active Membranes -- Fast Synchronization in P Systems -- Membrane Systems Using Noncooperative Rules with Unconditional Halting -- Modeling Ecosystems Using P Systems: The Bearded Vulture, a Case Study -- MetaPlab: A Computational Framework for Metabolic P Systems -- Usefulness States in New P System Communication Architectures -- A P-Lingua Programming Environment for Membrane Computing -- On Testing P Systems -- Hebbian Learning from Spiking Neural P Systems View -- Event-Driven Metamorphoses of P Systems -- Effects of HIV-1 Proteins on the Fas-Mediated Apoptotic Signaling Cascade: A Computational Study of Latent CD4+ T Cell Activation -- Transforming State-Based Models to P Systems Models in Practice -- How Redundant Is Your Universal Computation Device? -- Enumerating Membrane Structures -- Toward an MP Model of Non-Photochemical Quenching -- Applications of Page Ranking in P Systems -- An Algorithm for Non-deterministic Object Distribution in P Systems and Its Implementation in Hardware -- First Steps Towards a Wet Implementation for ?-DPP -- Defining and Executing P Systems with Structured Data in K -- Translating Multiset Tree Automata into P Systems. |
| Record Nr. | UNISA-996465786303316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Membrane Computing [[electronic resource] ] : 9th International Workshop, WMC 2008, Edinburgh, UK, July 28-31, 2008, Revised Selected and Invited Papers / / edited by David Corne, Pierluigi Frisco, Gheorghe Păun, Grzegorz Rozenberg, Arto Salomaa
| Membrane Computing [[electronic resource] ] : 9th International Workshop, WMC 2008, Edinburgh, UK, July 28-31, 2008, Revised Selected and Invited Papers / / edited by David Corne, Pierluigi Frisco, Gheorghe Păun, Grzegorz Rozenberg, Arto Salomaa |
| Edizione | [1st ed. 2009.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009 |
| Descrizione fisica | 1 online resource (IX, 403 p.) |
| Disciplina | 004 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Computer science
Life sciences Computer programming Machine theory Computer simulation Computer Science Life Sciences Programming Techniques Theory of Computation Formal Languages and Automata Theory Computer Modelling |
| ISBN | 3-540-95885-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Invited Lectures -- Investigation of a Biological Repair Scheme -- An Introduction to BioModel Engineering, Illustrated for Signal Transduction Pathways -- Multilevel Modeling of Morphogenesis -- A Definition of Cellular Interface Problems -- A Multiscale Modeling Framework Based on P Systems -- Regular Papers -- On the Qualitative Analysis of Conformon P Systems -- Dual P Systems -- Solving PP-Complete and #P-Complete Problems by P Systems with Active Membranes -- Fast Synchronization in P Systems -- Membrane Systems Using Noncooperative Rules with Unconditional Halting -- Modeling Ecosystems Using P Systems: The Bearded Vulture, a Case Study -- MetaPlab: A Computational Framework for Metabolic P Systems -- Usefulness States in New P System Communication Architectures -- A P-Lingua Programming Environment for Membrane Computing -- On Testing P Systems -- Hebbian Learning from Spiking Neural P Systems View -- Event-Driven Metamorphoses of P Systems -- Effects of HIV-1 Proteins on the Fas-Mediated Apoptotic Signaling Cascade: A Computational Study of Latent CD4+ T Cell Activation -- Transforming State-Based Models to P Systems Models in Practice -- How Redundant Is Your Universal Computation Device? -- Enumerating Membrane Structures -- Toward an MP Model of Non-Photochemical Quenching -- Applications of Page Ranking in P Systems -- An Algorithm for Non-deterministic Object Distribution in P Systems and Its Implementation in Hardware -- First Steps Towards a Wet Implementation for ?-DPP -- Defining and Executing P Systems with Structured Data in K -- Translating Multiset Tree Automata into P Systems. |
| Record Nr. | UNINA-9910484350503321 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Real-World Applications of Evolutionary Computing [[electronic resource] ] : EvoWorkshops 2000: EvoIASP, EvoSCONDI, EvoTel, EvoSTIM, EvoRob, and EvoFlight, Edinburgh, Scotland, UK, April 17, 2000 Proceedings / / edited by Stefano Cagnoni, Riccardo Poli, George D. Smith, David Corne, Martin Oates, Emma Hart, Pier L. Lanzi, Egbert J. Willem, Yun Li, Ben Paechter, Terence C. Fogarty
| Real-World Applications of Evolutionary Computing [[electronic resource] ] : EvoWorkshops 2000: EvoIASP, EvoSCONDI, EvoTel, EvoSTIM, EvoRob, and EvoFlight, Edinburgh, Scotland, UK, April 17, 2000 Proceedings / / edited by Stefano Cagnoni, Riccardo Poli, George D. Smith, David Corne, Martin Oates, Emma Hart, Pier L. Lanzi, Egbert J. Willem, Yun Li, Ben Paechter, Terence C. Fogarty |
| Edizione | [1st ed. 2000.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2000 |
| Descrizione fisica | 1 online resource (XII, 400 p.) |
| Disciplina | 006.3 |
| Collana | Lecture Notes in Computer Science |
| Soggetto topico |
Artificial intelligence
Algorithms Computer communication systems Optical data processing Computational complexity Artificial Intelligence Algorithm Analysis and Problem Complexity Computer Communication Networks Image Processing and Computer Vision Complexity |
| ISBN | 3-540-45561-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | EvoIASP Talks -- Special Purpose Image Convolution with Evolvable Hardware -- Stereoscopic Vision for a Humanoid Robot Using Genetic Programming -- A Faster Genetic Clustering Algorithm -- Scene Interpretation using Semantic Nets and Evolutionary Computation -- Evolutionary Wavelet Bases in Signal Spaces -- EvoIASP Posters -- Finding Golf Courses: The Ultra High Tech Approach -- Sound Localization for a Humanoid Robot by Means of Genetic Programming -- On the Scalability of Genetic Algorithms to Very Large-Scale Feature Selection -- Combining Evolutionary, Connectionist, and Fuzzy Classification Algorithms for Shape Analysis -- Experimental Determination of Drosophila Embryonic Coordinates by Genetic Algorithms, the Simplex Method, and Their Hybrid -- EvoSCONDI Papers -- A Genetic Algorithm with Local Search for Solving Job Problems -- Distributed Learning Control of Traffic Signals -- Time Series Prediction by Growing Lateral Delay Neural Networks -- Trajectory Controller Network and Its Design Automation through Evolutionary Computing -- Evolutionary Computation and Nonlinear Programming in Multi-model-robust Control Design -- Benchmarking Cost-Assignment Schemes for Multi-objective Evolutionary Algorithms -- Automatic Synthesis of Both the Topology and Parameters for a Controller for a Three-Lag Plant with a Five-Second Delay Using Genetic Programming -- Automatic Design of Multivariable QFT Control System via Evolutionary Computation -- Development of Power Transformer Thermal Models for Oil Temperature Prediction -- EvoTel Talks -- Automatic Validation of Protocol Interfaces Described in VHDL -- Evolutive Modeling of TCP/IP Network Traffic for Intrusion Detection -- Multimodal Performance Profiles on the Adaptive Distributed Database Management Problem -- Protocol Construction Using Genetic Search Techniques -- EvoTel Posters -- Prediction of Power Requirements for High-Speed Circuits -- A Communication Architecture for Multi-Agent Learning Systems -- EvoSTIM Papers -- An Ambulance Crew Rostering System -- A Systematic Investigation of GA Performance on Jobshop Scheduling Problems -- An Ant Algorithm with a New Pheromone Evaluation Rule for Total Tardiness Problems -- A New Genetic Representation and Common Cluster Crossover for Job Shop Scheduling Problems -- Optimising an Evolutionary Algorithm for Scheduling -- EvoRob Papers -- On-line Evolution of Control for a Four-Legged Robot Using Genetic Programming -- Optimized Collision Free Robot Move Statement Generation by the Evolutionary Software GLEAM -- Self-Adaptive Mutation in ZCS Controllers -- Using a Hybrid Evolutionary-A* Approach for Learning Reactive Behaviours -- EvoFlight Papers -- Supervised Evolutionary Methods in Aerodynamic Design Optimisation -- An Evolutionary Algorithm for Large Scale Set Covering Problems with Application to Airline Crew Scheduling -- Design, Implementation, and Application of a Tool for Optimal Aircraft Positioning. |
| Record Nr. | UNINA-9910143633103321 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2000 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Real-World Applications of Evolutionary Computing [[electronic resource] ] : EvoWorkshops 2000: EvoIASP, EvoSCONDI, EvoTel, EvoSTIM, EvoRob, and EvoFlight, Edinburgh, Scotland, UK, April 17, 2000 Proceedings / / edited by Stefano Cagnoni, Riccardo Poli, George D. Smith, David Corne, Martin Oates, Emma Hart, Pier L. Lanzi, Egbert J. Willem, Yun Li, Ben Paechter, Terence C. Fogarty
| Real-World Applications of Evolutionary Computing [[electronic resource] ] : EvoWorkshops 2000: EvoIASP, EvoSCONDI, EvoTel, EvoSTIM, EvoRob, and EvoFlight, Edinburgh, Scotland, UK, April 17, 2000 Proceedings / / edited by Stefano Cagnoni, Riccardo Poli, George D. Smith, David Corne, Martin Oates, Emma Hart, Pier L. Lanzi, Egbert J. Willem, Yun Li, Ben Paechter, Terence C. Fogarty |
| Edizione | [1st ed. 2000.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2000 |
| Descrizione fisica | 1 online resource (XII, 400 p.) |
| Disciplina | 006.3 |
| Collana | Lecture Notes in Computer Science |
| Soggetto topico |
Artificial intelligence
Algorithms Computer communication systems Optical data processing Computational complexity Artificial Intelligence Algorithm Analysis and Problem Complexity Computer Communication Networks Image Processing and Computer Vision Complexity |
| ISBN | 3-540-45561-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | EvoIASP Talks -- Special Purpose Image Convolution with Evolvable Hardware -- Stereoscopic Vision for a Humanoid Robot Using Genetic Programming -- A Faster Genetic Clustering Algorithm -- Scene Interpretation using Semantic Nets and Evolutionary Computation -- Evolutionary Wavelet Bases in Signal Spaces -- EvoIASP Posters -- Finding Golf Courses: The Ultra High Tech Approach -- Sound Localization for a Humanoid Robot by Means of Genetic Programming -- On the Scalability of Genetic Algorithms to Very Large-Scale Feature Selection -- Combining Evolutionary, Connectionist, and Fuzzy Classification Algorithms for Shape Analysis -- Experimental Determination of Drosophila Embryonic Coordinates by Genetic Algorithms, the Simplex Method, and Their Hybrid -- EvoSCONDI Papers -- A Genetic Algorithm with Local Search for Solving Job Problems -- Distributed Learning Control of Traffic Signals -- Time Series Prediction by Growing Lateral Delay Neural Networks -- Trajectory Controller Network and Its Design Automation through Evolutionary Computing -- Evolutionary Computation and Nonlinear Programming in Multi-model-robust Control Design -- Benchmarking Cost-Assignment Schemes for Multi-objective Evolutionary Algorithms -- Automatic Synthesis of Both the Topology and Parameters for a Controller for a Three-Lag Plant with a Five-Second Delay Using Genetic Programming -- Automatic Design of Multivariable QFT Control System via Evolutionary Computation -- Development of Power Transformer Thermal Models for Oil Temperature Prediction -- EvoTel Talks -- Automatic Validation of Protocol Interfaces Described in VHDL -- Evolutive Modeling of TCP/IP Network Traffic for Intrusion Detection -- Multimodal Performance Profiles on the Adaptive Distributed Database Management Problem -- Protocol Construction Using Genetic Search Techniques -- EvoTel Posters -- Prediction of Power Requirements for High-Speed Circuits -- A Communication Architecture for Multi-Agent Learning Systems -- EvoSTIM Papers -- An Ambulance Crew Rostering System -- A Systematic Investigation of GA Performance on Jobshop Scheduling Problems -- An Ant Algorithm with a New Pheromone Evaluation Rule for Total Tardiness Problems -- A New Genetic Representation and Common Cluster Crossover for Job Shop Scheduling Problems -- Optimising an Evolutionary Algorithm for Scheduling -- EvoRob Papers -- On-line Evolution of Control for a Four-Legged Robot Using Genetic Programming -- Optimized Collision Free Robot Move Statement Generation by the Evolutionary Software GLEAM -- Self-Adaptive Mutation in ZCS Controllers -- Using a Hybrid Evolutionary-A* Approach for Learning Reactive Behaviours -- EvoFlight Papers -- Supervised Evolutionary Methods in Aerodynamic Design Optimisation -- An Evolutionary Algorithm for Large Scale Set Covering Problems with Application to Airline Crew Scheduling -- Design, Implementation, and Application of a Tool for Optimal Aircraft Positioning. |
| Record Nr. | UNISA-996465854503316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2000 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
