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[null,"1.","Record Nr.",null,"UNINA9910455589203321"]
[null,null,"Autore",null,"Baerns M (Manfred), <1934->"]
[null,null,"Titolo",null,"Combinatorial development of solid catalytic materials [[electronic resource] ] : design of high-throughput experiments, data analysis, data mining / / Manfred Baerns, Martin Holeňa"]
[null,null,"Pubbl/distr/stampa",null,"London, : Imperial College Press, c2009"]
[null,null,"ISBN",null,"1-282-75985-X"]
[{"$nulls":4},"9786612759857"]
[{"$nulls":4},"1-84816-344-4"]
[null,null,"Descrizione fisica",null,"1 online resource (191 p.)"]
[null,null,"Collana",null,"Catalytic science series ; ; v. 7"]
[null,null,"Disciplina",null,"006.3"]
[null,null,"Soggetti",null,"Catalysis - Computer simulation"]
[{"$nulls":4},"Catalysis - Mathematical models"]
[{"$nulls":4},"Electronic books."]
[null,null,"Lingua di pubblicazione",null,"Inglese"]
[null,null,"Formato",null,"Materiale a stampa"]
[null,null,null,"Livello bibliografico","Monografia"]
[null,null,null,"Note generali","Description based upon print version of record."]
[null,null,null,"Nota di bibliografia","Includes bibliographical references and index."]
[null,null,"Nota di contenuto",null,"Contents; Dedication; Preface; Chapter 1. Background of Combinatorial Catalyst Development (M. Baerns); Bibliography; Chapter 2. Approaches in the Development of Heterogeneous Catalysts (M. Baerns); 2.1. Fundamental Aspects; 2.2. High-throughput Technologies for Preparation and Testing in Combinatorial Development of Catalytic Materials; 2.2.1. Selection of Potential Elements for Defining the Multi-parameter Compositional Space of Catalytic Materials; 2.2.2. Experimental Tools for Preparing and Testing Large Numbers of Catalytic-material Specimens; 2.2.2.1. Preparation of catalytic materials"]
[{"$nulls":4},"2.2.2.2. Testing and screening of catalytic materialsBibliography; Chapter 3. Mathematical Methods of Searching for Optimal Catalytic Materials (M. Holena); 3.1. Introduction; 3.2. Statistical Design of Experiments; 3.3. Optimisation Methods for Empirical Objective Functions; 3.4. Evolutionary Optimisation: The Main Approach to Seek Optimal Catalysts; 3.4.1. Dealing with Constraints in Genetic Optimisation; 3.5. Other Stochastic Optimisation Methods; 3.6. Deterministic Optimisation; 3.6.1. Utilizability of Methods with Derivatives in Catalysis; Bibliography"]
[{"$nulls":4},"Chapter 4. Generating Problem-Tailored Genetic Algorithms for Catalyst Search (M. Holena)4.1. Using a Program Generator - Why and How; 4.2. Description Language for Optimisation Tasks in Catalysis; "]
[{"$nulls":4},"4.3. Tackling Constrained Mixed Optimisation; 4.4. A Prototype Implementation; Bibliography; Chapter 5. Analysis and Mining of Data Collected in Catalytic Experiments (M. Holena); 5.1. Similarity and Difference Between Data Analysis and Mining; 5.2. Survey of Existing Methods; 5.2.1. Statistical Methods; 5.2.2. Extraction of Logical Rules from Data; 5.3. Case Study with the Synthesis of HCN"]
[{"$nulls":4},"BibliographyChapter 6. Artificial Neural Networks in the Development of Catalytic Materials (M. Holena); 6.1. What are Artificial Neural Networks?; 6.1.1. Network Architecture; 6.1.2. Important Kinds of Neural Networks; 6.1.3. Activity of Neurons; 6.1.4. What do Neural Networks Compute?; 6.2. Approximation Capability of Neural Networks; 6.3. Training Neural Networks; 6.4. Knowledge Obtainable from a Trained Network; Bibliography; Chapter 7. Tuning Evolutionary Algorithms with Artificial Neural Networks (M. Holena); 7.1. Heuristic Parameters of Genetic Algorithms"]
[{"$nulls":4},"7.2. Parameter Tuning Based on Virtual Experiments7.3. Case Study with the Oxidative Dehydrogenation of Propane; Bibliography; Chapter 8. Improving Neural Network Approximations (M. Holena); 8.1. Importance of Choosing the Right Network Architecture; 8.2. Influence of the Distribution of Training Data; 8.3. Boosting Neural Networks; 8.4. Case Study with HCN Synthesis Continued; Bibliography; Chapter 9. Applications of Combinatorial Catalyst Development and An Outlook on Future Work (M. Baerns); 9.1. Introduction; 9.2. Experimental Applications of Combinatorial Catalyst Development"]
[{"$nulls":4},"9.3. Methodology"]
[null,null,null,"Sommario/riassunto","The book provides a comprehensive treatment of combinatorial development of heterogeneous catalysts. In particular, two computer-aided approaches that have played a key role in combinatorial catalysis and high-throughput experimentation during the last decade - evolutionary optimization and artificial neural networks - are described. The book is unique in that it describes evolutionary optimization in a broader context of methods of searching for optimal catalytic materials, including statistical design of experiments, as well as presents neural networks in a broader context of data analysis."]
[null,"2.","Record Nr.",null,"UNINA9910143946003321"]
[null,null,"Titolo",null,"Romantisme"]
[null,null,"Pubbl/distr/stampa",null,"[Paris], : Flammarion"]
[null,null,"ISSN",null,"1957-7958"]
[null,null,"Disciplina",null,"809.914"]
[null,null,"Soggetti",null,"Romanticism"]
[{"$nulls":4},"French literature - History and criticism"]
[{"$nulls":4},"Littérature française - Histoire et critique"]
[{"$nulls":4},"Romantisme"]
[{"$nulls":4},"French literature"]
[{"$nulls":4},"Romanticisme"]
[{"$nulls":4},"LITERATURA FRANCESA - PUBLICACIONES PERIODICAS"]
[{"$nulls":4},"Criticism, interpretation, etc."]
[{"$nulls":4},"Periodicals."]
[null,null,"Lingua di pubblicazione",null,"Francese"]
[null,null,"Formato",null,"Materiale a stampa"]
[null,null,null,"Livello bibliografico","Periodico"]
[null,null,null,"Note generali","Refereed/Peer-reviewed"]