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Computational Intelligence in Music, Sound, Art and Design [[electronic resource] ] : 6th International Conference, EvoMUSART 2017, Amsterdam, The Netherlands, April 19–21, 2017, Proceedings / / edited by João Correia, Vic Ciesielski, Antonios Liapis
| Computational Intelligence in Music, Sound, Art and Design [[electronic resource] ] : 6th International Conference, EvoMUSART 2017, Amsterdam, The Netherlands, April 19–21, 2017, Proceedings / / edited by João Correia, Vic Ciesielski, Antonios Liapis |
| Edizione | [1st ed. 2017.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 |
| Descrizione fisica | 1 online resource (X, 371 p. 169 illus.) |
| Disciplina | 005.11 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Algorithms
Data mining Artificial intelligence Computer vision Computer science—Mathematics Mathematical statistics Digital humanities Data Mining and Knowledge Discovery Artificial Intelligence Computer Vision Probability and Statistics in Computer Science Digital Humanities |
| ISBN | 3-319-55750-5 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Algorithmic Songwriting with ALYSIA -- On Symmetry, Aesthetics and Quantifying Symmetrical Complexity -- Towards Polyphony Reconstruction Using Multidimensional Multiple Sequence Alignment -- Melody Retrieval and Classification Using Biologically-Inspired Techniques -- Evolved Aesthetic Analogies to Improve Artistic Experience -- Deep Artificial Composer: A Creative Neural Network Model for Automated Melody Generation -- A Kind of Bio-inspired Learning of mUsic stylE -- Using Autonomous Agents to Improvise Music Compositions in Real-time -- Generating Polyphonic Music Using Tied Parallel Networks -- Mixed-initiative Creative Drawing with webIconoscope -- Clustering Agents for the Evolution of Autonomous Musical Fitness -- EvoFashion: Customising Fashion Through Evolution -- A Swarm Environment for Experimental Performance and Improvisation -- Niche Constructing Drawing Robots -- Automated Shape Design by Grammatical Evolution -- Evolutionary Image Transition Using Random Walks -- Evaluation Rules for Evolutionary Generation of Drum Patterns in Jazz Solos -- Assessing Augmented Creativity: Putting a Lovelace Machine for Interactive Title Generation through a Human Creativity Test -- Play It again: Evolved Audio Effects and Synthesizer Programming -- Fashion Design Aid System with Application of Interactive Genetic Algorithms -- Generalization Performance of Western Instrument Recognition Models in Polyphonic Mixtures with Ethnic Samples -- Exploring the Exactitudes Portrait Series with Restricted Boltzmann Machines -- Evolving Mondrian-Style Artworks -- Predicting Expressive Bow Controls for Violin and Viola. . |
| Record Nr. | UNISA-996466202903316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Computational Intelligence in Music, Sound, Art and Design : 6th International Conference, EvoMUSART 2017, Amsterdam, The Netherlands, April 19–21, 2017, Proceedings / / edited by João Correia, Vic Ciesielski, Antonios Liapis
| Computational Intelligence in Music, Sound, Art and Design : 6th International Conference, EvoMUSART 2017, Amsterdam, The Netherlands, April 19–21, 2017, Proceedings / / edited by João Correia, Vic Ciesielski, Antonios Liapis |
| Edizione | [1st ed. 2017.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 |
| Descrizione fisica | 1 online resource (X, 371 p. 169 illus.) |
| Disciplina | 005.11 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Algorithms
Data mining Artificial intelligence Computer vision Computer science—Mathematics Mathematical statistics Digital humanities Data Mining and Knowledge Discovery Artificial Intelligence Computer Vision Probability and Statistics in Computer Science Digital Humanities |
| ISBN | 3-319-55750-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Algorithmic Songwriting with ALYSIA -- On Symmetry, Aesthetics and Quantifying Symmetrical Complexity -- Towards Polyphony Reconstruction Using Multidimensional Multiple Sequence Alignment -- Melody Retrieval and Classification Using Biologically-Inspired Techniques -- Evolved Aesthetic Analogies to Improve Artistic Experience -- Deep Artificial Composer: A Creative Neural Network Model for Automated Melody Generation -- A Kind of Bio-inspired Learning of mUsic stylE -- Using Autonomous Agents to Improvise Music Compositions in Real-time -- Generating Polyphonic Music Using Tied Parallel Networks -- Mixed-initiative Creative Drawing with webIconoscope -- Clustering Agents for the Evolution of Autonomous Musical Fitness -- EvoFashion: Customising Fashion Through Evolution -- A Swarm Environment for Experimental Performance and Improvisation -- Niche Constructing Drawing Robots -- Automated Shape Design by Grammatical Evolution -- Evolutionary Image Transition Using Random Walks -- Evaluation Rules for Evolutionary Generation of Drum Patterns in Jazz Solos -- Assessing Augmented Creativity: Putting a Lovelace Machine for Interactive Title Generation through a Human Creativity Test -- Play It again: Evolved Audio Effects and Synthesizer Programming -- Fashion Design Aid System with Application of Interactive Genetic Algorithms -- Generalization Performance of Western Instrument Recognition Models in Polyphonic Mixtures with Ethnic Samples -- Exploring the Exactitudes Portrait Series with Restricted Boltzmann Machines -- Evolving Mondrian-Style Artworks -- Predicting Expressive Bow Controls for Violin and Viola. . |
| Record Nr. | UNINA-9910484653603321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Evolutionary and Biologically Inspired Music, Sound, Art and Design [[electronic resource] ] : 5th International Conference, EvoMUSART 2016, Porto, Portugal, March 30 -- April 1, 2016, Proceedings / / edited by Colin Johnson, Vic Ciesielski, João Correia, Penousal Machado
| Evolutionary and Biologically Inspired Music, Sound, Art and Design [[electronic resource] ] : 5th International Conference, EvoMUSART 2016, Porto, Portugal, March 30 -- April 1, 2016, Proceedings / / edited by Colin Johnson, Vic Ciesielski, João Correia, Penousal Machado |
| Edizione | [1st ed. 2016.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 |
| Descrizione fisica | 1 online resource (X, 241 p. 124 illus.) |
| Disciplina | 789.9 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
User interfaces (Computer systems)
Human-computer interaction Algorithms Artificial intelligence Digital humanities Computer science—Mathematics User Interfaces and Human Computer Interaction Artificial Intelligence Digital Humanities Mathematics of Computing |
| ISBN | 3-319-31008-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents -- Computer-Aided Musical Orchestration Using an Artificial Immune System -- 1 Introduction -- 2 Computer-Aided Musical Orchestration (CAMO) -- 2.1 Overview -- 2.2 Sound Database -- 2.3 Feature Database -- 2.4 Pre-processing -- 2.5 Representation -- 2.6 Combination Functions -- 2.7 Fitness Function -- 3 Immune Inspired Musical Orchestration -- 3.1 Opt-aiNet: An Artificial Immune System for Optimization -- 3.2 Phase Vocoder -- 3.3 Graphical Interface -- 4 Evaluation -- 5 Results and Discussion -- 5.1 Subjective Evaluation -- 5.2 Objective Evaluation -- 6 Conclusions and Perspectives -- References -- Evolving Atomic Aesthetics and Dynamics -- 1 Introduction -- 2 danceroom Spectroscopy -- 3 Interactive Evolutionary Computation (IEC) -- 4 Evolving Atomic Aesthetics -- 4.1 Representation -- 4.2 Evaluation and Selection -- 4.3 Mutation -- 5 Experimentation -- 5.1 Single-User IEC Interface -- 5.2 Collaborative IEC Interface -- 6 Conclusion -- References -- Augmenting Live Coding with Evolved Patterns -- 1 Introduction -- 2 Methodology -- 2.1 Tidal -- 2.2 Grammar and Parser -- 2.3 Evolutionary Algorithm -- 3 Evalutation -- 3.1 Is the System Generating Legal Tidal Patterns? -- 3.2 What Is the Relative Level of Complexity of the Generated Patterns? -- 3.3 How Does the Generated Audio Compare with Tidal? -- 3.4 How Does the Fitness of the Population Change? -- 4 Conclusion -- 4.1 On the Experience of Live Coding with Evolved Patterns -- 4.2 On the Need for a Quantitative Evaluation -- 4.3 Closing Remarks -- References -- Towards Adaptive Evolutionary Architecture -- 1 Introduction -- 1.1 Research Design and Goal -- 2 Background -- 2.1 Interdisciplinary Scope: Philosophy, Architecture and ALife -- 2.2 Interactive Evolution -- 3 EvoCurtain: The Evolutionary Window Curtain -- 3.1 Set-Up and Spatial Layout.
3.2 Genetic Representation -- 3.3 Interactive Evolutionary Setup -- 4 Experiments -- 4.1 Genetic Experimental Parameters -- 5 Results -- 5.1 Disagreement and Reconciliation -- 5.2 Control and Preconceptions -- 5.3 Time -- 5.4 Interdisciplinary Perspective -- 6 Discussion -- 7 Conclusion -- References -- Plecto: A Low-Level Interactive Genetic Algorithm for the Evolution of Audio -- 1 Introduction -- 2 Background -- 2.1 Genetic Algorithms -- 2.2 Creative Potential of Lower-Level Audio Engines -- 3 A Low-Level Audio Engine -- 4 Growing the Population -- 5 Searching the Population -- 5.1 Meaningful Representation of the Population -- 5.2 Creating GA Landscapes -- 5.3 Descriptive Icons -- 5.4 A Navigational Tool for Plecto's Scatterplot Interface -- 5.5 Refining Population Search -- 6 Conclusion -- References -- Correlation Between Human Aesthetic Judgement and Spatial Complexity Measure -- 1 Introduction -- 2 Informational Theories of Aesthetics -- 3 Spatial Complexity Measure -- 4 Analysis -- 5 Conclusions -- References -- Exploring the Visual Styles of Arcade Game Assets -- 1 Introduction -- 2 Related Work -- 2.1 Procedural Content Generation -- 2.2 Constrained Optimization and Constrained Novelty Search -- 3 Methodology -- 3.1 Spaceship Representation -- 3.2 Spaceship Evolution -- 3.3 Spaceship Evaluation -- 4 Experiments -- 4.1 Quality of Generated Results -- 4.2 Diversity of Generated Results -- 5 Discussion -- 6 Conclusion -- References -- Grammatical Music Composition with Dissimilarity Driven Hill Climbing -- 1 Introduction -- 2 Related Work -- 2.1 Composing with Evolutionary Computation -- 2.2 Musical Fitness -- 3 Method -- 3.1 Grammar -- 3.2 Fitness Measurement -- 3.3 Operators -- 4 Experiments -- 4.1 Melody Shapes -- 4.2 Experimental Variations -- 5 Results -- 5.1 Analysis of the Operators -- 5.2 Melodies -- 5.3 Discussion. 6 Conclusion and Future Work -- References -- Animating Typescript Using Aesthetically Evolved Images -- 1 Introduction -- 2 Aesthetic Evolution Basis -- 3 Animating Aesthetically Evolved Images -- 4 Mapping of Animated Functions to Typefaces -- 5 Compositing Animated Typefaces into Animated Typescript -- 6 Discussion and Conclusion -- References -- An Evolutionary Composer for Real-Time Background Music -- 1 Introduction -- 2 Environment and Musical States -- 2.1 Environment State -- 2.2 Musical State -- 3 EvoBackMusic Components -- 3.1 The Observer Agent -- 3.2 The Composer Agent -- 3.3 The Sound Agent -- 4 Evaluation Study -- 4.1 Methodology -- 4.2 Results -- 5 Conclusions -- References -- Iterative Brush Path Extraction Algorithm for Aiding Flock Brush Simulation of Stroke-Based Painterl ... -- Abstract -- 1 Introduction -- 2 Related Works -- 2.1 Stroke-Based Rendering Techniques -- 2.2 Brush Stroke Extraction -- 2.3 Flock Brush Simulation -- 3 Iterative Brush Stroke Path Extraction -- 3.1 Algorithm Overview -- 3.2 Implementation Aspects -- 4 Results and Discussions -- 5 Conclusion and Future Work -- References -- A Comparison Between Representations for Evolving Images -- 1 Introduction -- 2 Representation, Fitness Landscapes and Locality -- 3 Short Review of Existing Representations for Images -- 4 The Proposed Representations -- 5 Experimental Study -- 5.1 Test Cases -- 5.2 Experimental Settings -- 5.3 Experimental Results Obtained on the Shapes Test Case -- 5.4 Experimental Results Obtained on the Shaded Shapes Test Case -- 5.5 Experimental Results Obtained on the Yin and Yang Test Case -- 5.6 Experimental Results Obtained on the Shaded Yin and Yang Test Case -- 5.7 Experimental Results Obtained on the Lena Test Case -- 5.8 Experimental Results on the Locality of the Representations -- 5.9 Best Evolved Individuals. 6 Conclusions and Future Work -- References -- Evolving L-Systems with Musical Notes -- 1 Introduction -- 2 Background -- 2.1 L-Systems -- 2.2 Evolutionary Algorithms -- 2.3 Musical Concepts -- 3 Related Work -- 4 System's Architecture -- 4.1 General Overview -- 4.2 Audiovisual Interpretation and Mappings -- 4.3 The Evolutionary Algorithm -- 4.4 Auxiliary Tools -- 5 Experimental Results and Discussion -- 6 Conclusion and Further Work -- References -- MetaCompose: A Compositional Evolutionary Music Composer -- 1 Introduction -- 2 Background -- 2.1 Procedurally Generated Music -- 2.2 Multi-Objective Optimization -- 2.3 Feasible/Infeasible 2-Population Genetic Algorithm -- 3 MetaCompose -- 4 Non-dominated Sorting Feasible-Infeasible 2 Populations -- 5 Composition Generation -- 5.1 Chord Sequence Generation -- 5.2 Melody Generation -- 5.3 Accompaniment Generation -- 6 Experiment Design -- 6.1 Music Clip Generation -- 7 Results and Analysis -- 7.1 Complete Generator Against All Other Groups -- 7.2 Complete Generator Against Random Chord Sequence Generation -- 7.3 Complete Generator Against Unconstrained Melody Generation -- 7.4 Complete Generator Against Constrained Melody Generation -- 7.5 Complete Generator Against Random Accompaniment Generation -- 8 Conclusion and Future Work -- References -- 'Turingalila' Visual Music on the Theme of Morphogenesis -- Abstract -- 1 Introduction -- 2 The Magic of Morphogenesis -- 3 Creating 'Turingalila' as Visual Music -- 4 Conclusion: Patterns of Change -- References -- Fitness and Novelty in Evolutionary Art -- 1 Introduction -- 2 State of the Art -- 3 Proposed Algorithm -- 3.1 Archive Assessment -- 3.2 Selection Mechanism -- 4 Evolving Figurative Images -- 5 Evolving Context Free Design Grammars -- 6 Results -- 6.1 Experimental Setup -- 6.2 Results -- 7 Conclusions and Future Work -- References -- Author Index. |
| Record Nr. | UNISA-996466003303316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Evolutionary and Biologically Inspired Music, Sound, Art and Design : 5th International Conference, EvoMUSART 2016, Porto, Portugal, March 30 -- April 1, 2016, Proceedings / / edited by Colin Johnson, Vic Ciesielski, João Correia, Penousal Machado
| Evolutionary and Biologically Inspired Music, Sound, Art and Design : 5th International Conference, EvoMUSART 2016, Porto, Portugal, March 30 -- April 1, 2016, Proceedings / / edited by Colin Johnson, Vic Ciesielski, João Correia, Penousal Machado |
| Edizione | [1st ed. 2016.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 |
| Descrizione fisica | 1 online resource (X, 241 p. 124 illus.) |
| Disciplina | 789.9 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
User interfaces (Computer systems)
Human-computer interaction Algorithms Artificial intelligence Digital humanities Computer science—Mathematics User Interfaces and Human Computer Interaction Artificial Intelligence Digital Humanities Mathematics of Computing |
| ISBN | 3-319-31008-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents -- Computer-Aided Musical Orchestration Using an Artificial Immune System -- 1 Introduction -- 2 Computer-Aided Musical Orchestration (CAMO) -- 2.1 Overview -- 2.2 Sound Database -- 2.3 Feature Database -- 2.4 Pre-processing -- 2.5 Representation -- 2.6 Combination Functions -- 2.7 Fitness Function -- 3 Immune Inspired Musical Orchestration -- 3.1 Opt-aiNet: An Artificial Immune System for Optimization -- 3.2 Phase Vocoder -- 3.3 Graphical Interface -- 4 Evaluation -- 5 Results and Discussion -- 5.1 Subjective Evaluation -- 5.2 Objective Evaluation -- 6 Conclusions and Perspectives -- References -- Evolving Atomic Aesthetics and Dynamics -- 1 Introduction -- 2 danceroom Spectroscopy -- 3 Interactive Evolutionary Computation (IEC) -- 4 Evolving Atomic Aesthetics -- 4.1 Representation -- 4.2 Evaluation and Selection -- 4.3 Mutation -- 5 Experimentation -- 5.1 Single-User IEC Interface -- 5.2 Collaborative IEC Interface -- 6 Conclusion -- References -- Augmenting Live Coding with Evolved Patterns -- 1 Introduction -- 2 Methodology -- 2.1 Tidal -- 2.2 Grammar and Parser -- 2.3 Evolutionary Algorithm -- 3 Evalutation -- 3.1 Is the System Generating Legal Tidal Patterns? -- 3.2 What Is the Relative Level of Complexity of the Generated Patterns? -- 3.3 How Does the Generated Audio Compare with Tidal? -- 3.4 How Does the Fitness of the Population Change? -- 4 Conclusion -- 4.1 On the Experience of Live Coding with Evolved Patterns -- 4.2 On the Need for a Quantitative Evaluation -- 4.3 Closing Remarks -- References -- Towards Adaptive Evolutionary Architecture -- 1 Introduction -- 1.1 Research Design and Goal -- 2 Background -- 2.1 Interdisciplinary Scope: Philosophy, Architecture and ALife -- 2.2 Interactive Evolution -- 3 EvoCurtain: The Evolutionary Window Curtain -- 3.1 Set-Up and Spatial Layout.
3.2 Genetic Representation -- 3.3 Interactive Evolutionary Setup -- 4 Experiments -- 4.1 Genetic Experimental Parameters -- 5 Results -- 5.1 Disagreement and Reconciliation -- 5.2 Control and Preconceptions -- 5.3 Time -- 5.4 Interdisciplinary Perspective -- 6 Discussion -- 7 Conclusion -- References -- Plecto: A Low-Level Interactive Genetic Algorithm for the Evolution of Audio -- 1 Introduction -- 2 Background -- 2.1 Genetic Algorithms -- 2.2 Creative Potential of Lower-Level Audio Engines -- 3 A Low-Level Audio Engine -- 4 Growing the Population -- 5 Searching the Population -- 5.1 Meaningful Representation of the Population -- 5.2 Creating GA Landscapes -- 5.3 Descriptive Icons -- 5.4 A Navigational Tool for Plecto's Scatterplot Interface -- 5.5 Refining Population Search -- 6 Conclusion -- References -- Correlation Between Human Aesthetic Judgement and Spatial Complexity Measure -- 1 Introduction -- 2 Informational Theories of Aesthetics -- 3 Spatial Complexity Measure -- 4 Analysis -- 5 Conclusions -- References -- Exploring the Visual Styles of Arcade Game Assets -- 1 Introduction -- 2 Related Work -- 2.1 Procedural Content Generation -- 2.2 Constrained Optimization and Constrained Novelty Search -- 3 Methodology -- 3.1 Spaceship Representation -- 3.2 Spaceship Evolution -- 3.3 Spaceship Evaluation -- 4 Experiments -- 4.1 Quality of Generated Results -- 4.2 Diversity of Generated Results -- 5 Discussion -- 6 Conclusion -- References -- Grammatical Music Composition with Dissimilarity Driven Hill Climbing -- 1 Introduction -- 2 Related Work -- 2.1 Composing with Evolutionary Computation -- 2.2 Musical Fitness -- 3 Method -- 3.1 Grammar -- 3.2 Fitness Measurement -- 3.3 Operators -- 4 Experiments -- 4.1 Melody Shapes -- 4.2 Experimental Variations -- 5 Results -- 5.1 Analysis of the Operators -- 5.2 Melodies -- 5.3 Discussion. 6 Conclusion and Future Work -- References -- Animating Typescript Using Aesthetically Evolved Images -- 1 Introduction -- 2 Aesthetic Evolution Basis -- 3 Animating Aesthetically Evolved Images -- 4 Mapping of Animated Functions to Typefaces -- 5 Compositing Animated Typefaces into Animated Typescript -- 6 Discussion and Conclusion -- References -- An Evolutionary Composer for Real-Time Background Music -- 1 Introduction -- 2 Environment and Musical States -- 2.1 Environment State -- 2.2 Musical State -- 3 EvoBackMusic Components -- 3.1 The Observer Agent -- 3.2 The Composer Agent -- 3.3 The Sound Agent -- 4 Evaluation Study -- 4.1 Methodology -- 4.2 Results -- 5 Conclusions -- References -- Iterative Brush Path Extraction Algorithm for Aiding Flock Brush Simulation of Stroke-Based Painterl ... -- Abstract -- 1 Introduction -- 2 Related Works -- 2.1 Stroke-Based Rendering Techniques -- 2.2 Brush Stroke Extraction -- 2.3 Flock Brush Simulation -- 3 Iterative Brush Stroke Path Extraction -- 3.1 Algorithm Overview -- 3.2 Implementation Aspects -- 4 Results and Discussions -- 5 Conclusion and Future Work -- References -- A Comparison Between Representations for Evolving Images -- 1 Introduction -- 2 Representation, Fitness Landscapes and Locality -- 3 Short Review of Existing Representations for Images -- 4 The Proposed Representations -- 5 Experimental Study -- 5.1 Test Cases -- 5.2 Experimental Settings -- 5.3 Experimental Results Obtained on the Shapes Test Case -- 5.4 Experimental Results Obtained on the Shaded Shapes Test Case -- 5.5 Experimental Results Obtained on the Yin and Yang Test Case -- 5.6 Experimental Results Obtained on the Shaded Yin and Yang Test Case -- 5.7 Experimental Results Obtained on the Lena Test Case -- 5.8 Experimental Results on the Locality of the Representations -- 5.9 Best Evolved Individuals. 6 Conclusions and Future Work -- References -- Evolving L-Systems with Musical Notes -- 1 Introduction -- 2 Background -- 2.1 L-Systems -- 2.2 Evolutionary Algorithms -- 2.3 Musical Concepts -- 3 Related Work -- 4 System's Architecture -- 4.1 General Overview -- 4.2 Audiovisual Interpretation and Mappings -- 4.3 The Evolutionary Algorithm -- 4.4 Auxiliary Tools -- 5 Experimental Results and Discussion -- 6 Conclusion and Further Work -- References -- MetaCompose: A Compositional Evolutionary Music Composer -- 1 Introduction -- 2 Background -- 2.1 Procedurally Generated Music -- 2.2 Multi-Objective Optimization -- 2.3 Feasible/Infeasible 2-Population Genetic Algorithm -- 3 MetaCompose -- 4 Non-dominated Sorting Feasible-Infeasible 2 Populations -- 5 Composition Generation -- 5.1 Chord Sequence Generation -- 5.2 Melody Generation -- 5.3 Accompaniment Generation -- 6 Experiment Design -- 6.1 Music Clip Generation -- 7 Results and Analysis -- 7.1 Complete Generator Against All Other Groups -- 7.2 Complete Generator Against Random Chord Sequence Generation -- 7.3 Complete Generator Against Unconstrained Melody Generation -- 7.4 Complete Generator Against Constrained Melody Generation -- 7.5 Complete Generator Against Random Accompaniment Generation -- 8 Conclusion and Future Work -- References -- 'Turingalila' Visual Music on the Theme of Morphogenesis -- Abstract -- 1 Introduction -- 2 The Magic of Morphogenesis -- 3 Creating 'Turingalila' as Visual Music -- 4 Conclusion: Patterns of Change -- References -- Fitness and Novelty in Evolutionary Art -- 1 Introduction -- 2 State of the Art -- 3 Proposed Algorithm -- 3.1 Archive Assessment -- 3.2 Selection Mechanism -- 4 Evolving Figurative Images -- 5 Evolving Context Free Design Grammars -- 6 Results -- 6.1 Experimental Setup -- 6.2 Results -- 7 Conclusions and Future Work -- References -- Author Index. |
| Record Nr. | UNINA-9910483383203321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||