Applications of Evolutionary Computation
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Applications of Evolutionary Computation
28th European Conference, EvoApplications 2025, Held as Part of EvoStar 2025, Trieste, Italy, April 23-25, 2025, Proceedings, Part I
Hart, Emma; Thomson, Sarah L.; Garcia-Sanchez, Pablo
Springer International Publishing AG
05/2025
440
Mole
Inglês
9783031900617
Pré-lançamento - envio 15 a 20 dias após a sua edição
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.- EvoApplications.
.- Optimizing Dietary Plans Using Evolutionary Algorithms.
.- Building Cross-Sectional Trading Strategies via Geometric Semantic Genetic Programming.
.- Adjacent Distance Matrix-based Competitive Swarm Optimizer.
.- The More the Merrier: On Evolving Five-valued Spectra Boolean Functions.
.- Search Trajectory Networks Applied to a Real-world Parallel Batch Scheduling Problem.
.- Optimizing the logistics operations of distribution network operators from a multinational electric utility company.
.- Analysis of Illicit Drug Mixtures at Festivals Using Portable Near-Infrared Spectroscopy with Genetic Programming.
.- Hybrid Optimization of Horizontal Alignments in European Terrains: A Comparative Study.
.- Facial Geometric Feature Extraction for Dimensional Emotion Analysis Using Genetic Programming.
.- Methodology for Designing Injection Molds: Data Mining and Multi-Objective Optimization.
.- Climbing the tower of meta-mutations - the role of higher-order mutations.
.- Evolutionary Reinforcement Learning for Interpretable Decision-Making in Supply Chain Management.
.- Grammatical Feature Construction for Enhanced Interpretability in Breast Cancer Classification.
.- Designing Hardware-Friendly Hash Functions for Network Security Using Cartesian Genetic Programming.
.- Understanding trade-offs in classifier bias with quality-diversity optimization: an application to talent management.
.- Genetic Programming with Co-operative Co-evolution for Feature Manipulation in Basal Cell Carcinoma Identification.
.- Multi-Objective Evolutionary Optimization of Virtualized Fast Feedforward Networks.
.- Variable-Size Genetic Network Programming for Portfolio Optimization with Trading Rules.
.- Evolving Dynamic Fault Mitigation Strategies in a Robot Swarm for Collective Transport.
.- Inferring Reaction Elasticities from Metabolic Correlations in Cells through Multi-objective Evolutionary Optimization.
.- Trace-Elites: better Quality-Diversity with Multi-Point Descriptors.
.- Optimizing Camera Placement for Chicken Farm Monitoring.
.- Adaptive Local Search for Real-World Multi-Echelon Inventory Control.
.- Evolutionary Computation for Causality-Driven Feature Selection: A Preliminary Study.
.- A Coach-Based Quality-Diversity Approach for Multi-Agent Interpretable Reinforcement Learning.
.- FedGP: Genetic Programming for Evolutionary Aggregation in Federated Learning with Non-IID data.
.- A Genetic Algorithm Approach for Aggregation of Residential Electricity Prosumers' Flexibility.
.- Algorithm Selection with Probing Trajectories: Benchmarking the Choice of Classifier Model.
.- Real Application Challenges in Evolutionary Optimization? People!.
.- The Importance of Being Earnest: Multiple Heterogeneous Container Loading with a Simple Genetic Algorithm.
.- Emergent kin selection of altruistic feeding behaviour via non-episodic neuroevolution.
.- Stalling in Space: Attractor Analysis for any Algorithm.
.- Using Local Correlation Between Objectives to Detect Problem Modality.
.- Greater AI Design Control Aids Evolution of Computational Materials.
.- Scalable Evolution of Logically Independent Polycomputational Materials.
.- Optimizing Dietary Plans Using Evolutionary Algorithms.
.- Building Cross-Sectional Trading Strategies via Geometric Semantic Genetic Programming.
.- Adjacent Distance Matrix-based Competitive Swarm Optimizer.
.- The More the Merrier: On Evolving Five-valued Spectra Boolean Functions.
.- Search Trajectory Networks Applied to a Real-world Parallel Batch Scheduling Problem.
.- Optimizing the logistics operations of distribution network operators from a multinational electric utility company.
.- Analysis of Illicit Drug Mixtures at Festivals Using Portable Near-Infrared Spectroscopy with Genetic Programming.
.- Hybrid Optimization of Horizontal Alignments in European Terrains: A Comparative Study.
.- Facial Geometric Feature Extraction for Dimensional Emotion Analysis Using Genetic Programming.
.- Methodology for Designing Injection Molds: Data Mining and Multi-Objective Optimization.
.- Climbing the tower of meta-mutations - the role of higher-order mutations.
.- Evolutionary Reinforcement Learning for Interpretable Decision-Making in Supply Chain Management.
.- Grammatical Feature Construction for Enhanced Interpretability in Breast Cancer Classification.
.- Designing Hardware-Friendly Hash Functions for Network Security Using Cartesian Genetic Programming.
.- Understanding trade-offs in classifier bias with quality-diversity optimization: an application to talent management.
.- Genetic Programming with Co-operative Co-evolution for Feature Manipulation in Basal Cell Carcinoma Identification.
.- Multi-Objective Evolutionary Optimization of Virtualized Fast Feedforward Networks.
.- Variable-Size Genetic Network Programming for Portfolio Optimization with Trading Rules.
.- Evolving Dynamic Fault Mitigation Strategies in a Robot Swarm for Collective Transport.
.- Inferring Reaction Elasticities from Metabolic Correlations in Cells through Multi-objective Evolutionary Optimization.
.- Trace-Elites: better Quality-Diversity with Multi-Point Descriptors.
.- Optimizing Camera Placement for Chicken Farm Monitoring.
.- Adaptive Local Search for Real-World Multi-Echelon Inventory Control.
.- Evolutionary Computation for Causality-Driven Feature Selection: A Preliminary Study.
.- A Coach-Based Quality-Diversity Approach for Multi-Agent Interpretable Reinforcement Learning.
.- FedGP: Genetic Programming for Evolutionary Aggregation in Federated Learning with Non-IID data.
.- A Genetic Algorithm Approach for Aggregation of Residential Electricity Prosumers' Flexibility.
.- Algorithm Selection with Probing Trajectories: Benchmarking the Choice of Classifier Model.
.- Real Application Challenges in Evolutionary Optimization? People!.
.- The Importance of Being Earnest: Multiple Heterogeneous Container Loading with a Simple Genetic Algorithm.
.- Emergent kin selection of altruistic feeding behaviour via non-episodic neuroevolution.
.- Stalling in Space: Attractor Analysis for any Algorithm.
.- Using Local Correlation Between Objectives to Detect Problem Modality.
.- Greater AI Design Control Aids Evolution of Computational Materials.
.- Scalable Evolution of Logically Independent Polycomputational Materials.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Artificial Intelligence;Evolutionary optimization;Machine Learning;Evolutionary Computation;Meta-heuristics;Computational Intelligence;Soft Computing;Optimization problems;Learning;Evolutionary algorithms;multi-objective optimization
.- EvoApplications.
.- Optimizing Dietary Plans Using Evolutionary Algorithms.
.- Building Cross-Sectional Trading Strategies via Geometric Semantic Genetic Programming.
.- Adjacent Distance Matrix-based Competitive Swarm Optimizer.
.- The More the Merrier: On Evolving Five-valued Spectra Boolean Functions.
.- Search Trajectory Networks Applied to a Real-world Parallel Batch Scheduling Problem.
.- Optimizing the logistics operations of distribution network operators from a multinational electric utility company.
.- Analysis of Illicit Drug Mixtures at Festivals Using Portable Near-Infrared Spectroscopy with Genetic Programming.
.- Hybrid Optimization of Horizontal Alignments in European Terrains: A Comparative Study.
.- Facial Geometric Feature Extraction for Dimensional Emotion Analysis Using Genetic Programming.
.- Methodology for Designing Injection Molds: Data Mining and Multi-Objective Optimization.
.- Climbing the tower of meta-mutations - the role of higher-order mutations.
.- Evolutionary Reinforcement Learning for Interpretable Decision-Making in Supply Chain Management.
.- Grammatical Feature Construction for Enhanced Interpretability in Breast Cancer Classification.
.- Designing Hardware-Friendly Hash Functions for Network Security Using Cartesian Genetic Programming.
.- Understanding trade-offs in classifier bias with quality-diversity optimization: an application to talent management.
.- Genetic Programming with Co-operative Co-evolution for Feature Manipulation in Basal Cell Carcinoma Identification.
.- Multi-Objective Evolutionary Optimization of Virtualized Fast Feedforward Networks.
.- Variable-Size Genetic Network Programming for Portfolio Optimization with Trading Rules.
.- Evolving Dynamic Fault Mitigation Strategies in a Robot Swarm for Collective Transport.
.- Inferring Reaction Elasticities from Metabolic Correlations in Cells through Multi-objective Evolutionary Optimization.
.- Trace-Elites: better Quality-Diversity with Multi-Point Descriptors.
.- Optimizing Camera Placement for Chicken Farm Monitoring.
.- Adaptive Local Search for Real-World Multi-Echelon Inventory Control.
.- Evolutionary Computation for Causality-Driven Feature Selection: A Preliminary Study.
.- A Coach-Based Quality-Diversity Approach for Multi-Agent Interpretable Reinforcement Learning.
.- FedGP: Genetic Programming for Evolutionary Aggregation in Federated Learning with Non-IID data.
.- A Genetic Algorithm Approach for Aggregation of Residential Electricity Prosumers' Flexibility.
.- Algorithm Selection with Probing Trajectories: Benchmarking the Choice of Classifier Model.
.- Real Application Challenges in Evolutionary Optimization? People!.
.- The Importance of Being Earnest: Multiple Heterogeneous Container Loading with a Simple Genetic Algorithm.
.- Emergent kin selection of altruistic feeding behaviour via non-episodic neuroevolution.
.- Stalling in Space: Attractor Analysis for any Algorithm.
.- Using Local Correlation Between Objectives to Detect Problem Modality.
.- Greater AI Design Control Aids Evolution of Computational Materials.
.- Scalable Evolution of Logically Independent Polycomputational Materials.
.- Optimizing Dietary Plans Using Evolutionary Algorithms.
.- Building Cross-Sectional Trading Strategies via Geometric Semantic Genetic Programming.
.- Adjacent Distance Matrix-based Competitive Swarm Optimizer.
.- The More the Merrier: On Evolving Five-valued Spectra Boolean Functions.
.- Search Trajectory Networks Applied to a Real-world Parallel Batch Scheduling Problem.
.- Optimizing the logistics operations of distribution network operators from a multinational electric utility company.
.- Analysis of Illicit Drug Mixtures at Festivals Using Portable Near-Infrared Spectroscopy with Genetic Programming.
.- Hybrid Optimization of Horizontal Alignments in European Terrains: A Comparative Study.
.- Facial Geometric Feature Extraction for Dimensional Emotion Analysis Using Genetic Programming.
.- Methodology for Designing Injection Molds: Data Mining and Multi-Objective Optimization.
.- Climbing the tower of meta-mutations - the role of higher-order mutations.
.- Evolutionary Reinforcement Learning for Interpretable Decision-Making in Supply Chain Management.
.- Grammatical Feature Construction for Enhanced Interpretability in Breast Cancer Classification.
.- Designing Hardware-Friendly Hash Functions for Network Security Using Cartesian Genetic Programming.
.- Understanding trade-offs in classifier bias with quality-diversity optimization: an application to talent management.
.- Genetic Programming with Co-operative Co-evolution for Feature Manipulation in Basal Cell Carcinoma Identification.
.- Multi-Objective Evolutionary Optimization of Virtualized Fast Feedforward Networks.
.- Variable-Size Genetic Network Programming for Portfolio Optimization with Trading Rules.
.- Evolving Dynamic Fault Mitigation Strategies in a Robot Swarm for Collective Transport.
.- Inferring Reaction Elasticities from Metabolic Correlations in Cells through Multi-objective Evolutionary Optimization.
.- Trace-Elites: better Quality-Diversity with Multi-Point Descriptors.
.- Optimizing Camera Placement for Chicken Farm Monitoring.
.- Adaptive Local Search for Real-World Multi-Echelon Inventory Control.
.- Evolutionary Computation for Causality-Driven Feature Selection: A Preliminary Study.
.- A Coach-Based Quality-Diversity Approach for Multi-Agent Interpretable Reinforcement Learning.
.- FedGP: Genetic Programming for Evolutionary Aggregation in Federated Learning with Non-IID data.
.- A Genetic Algorithm Approach for Aggregation of Residential Electricity Prosumers' Flexibility.
.- Algorithm Selection with Probing Trajectories: Benchmarking the Choice of Classifier Model.
.- Real Application Challenges in Evolutionary Optimization? People!.
.- The Importance of Being Earnest: Multiple Heterogeneous Container Loading with a Simple Genetic Algorithm.
.- Emergent kin selection of altruistic feeding behaviour via non-episodic neuroevolution.
.- Stalling in Space: Attractor Analysis for any Algorithm.
.- Using Local Correlation Between Objectives to Detect Problem Modality.
.- Greater AI Design Control Aids Evolution of Computational Materials.
.- Scalable Evolution of Logically Independent Polycomputational Materials.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
