Prof. Dr. Franz Rothlauf

Beziehungen:

Autor von

• Iterative beam search for car sequencing
• Car sequencing versus mixed-model sequencing : a computational study
• Model-Based Decision Support in Manufacturing and Service Networks
• Analysis and design of sequencing rules for car sequencing
• On the bias and performance of the edge-set encoding
• Evolution strategies, network random keys, and the one-max tree problem
• PageRank centrality for performance prediction : the impact of the local optima network model
• Students' Acceptance of ELearning Technologies: Combining the Technology Acceptance Model with the Didactic Circle
• The Influence of Social Curiosity on the Observing Behavior of Users on Social Network Sites
• Representations for Evolutionary Algorithms
• The Influence of Perceived Belonging on Social Network Site Adoption Completed Research Paper
• MTGP: Combining Metamorphic Testing and Genetic Programming
• You Perceive What You Believe: The Impact of Psychological Beliefs on Perceived Technostress.
• Do You Trust ChatGPT? - Perceived Credibility of Human and AI-Generated Content.
• Choose Your Programming Copilot: A Comparison of the Program Synthesis Performance of GitHub Copilot and Genetic Programming.
• Recent Developments in Program Synthesis with Evolutionary Algorithms.
• Challenge Accepted: On the Juxtaposed Effect of the Appraisal of Social Media as Challenge and Hindrance Stressors on the Perception of Eustress and Distress.
• Top-Down or Explorative? A Case Study on the Identification of AI Use Cases.
• On the Role of Envy in the Technostress Process in the Context of Social Media Use.
• Optimization heuristics for the combinatorial auction problem
• How Smart Cities Explore New Technologies
• idea-AI: Developing a Method for the Systematic Identification of AI Use Cases.
• Problem Complexity in Parallel Problem Solving.
• Deep Boltzmann Machines in Estimation of Distribution Algorithms for Combinatorial Optimization.
• Gasteditorial
• Verfahren zur Bestimmung der Zuverlässigkeit von Kommunikationsnetzwerken: Eine Studie zu exakten und approximativen Verfahren.
• The correlation-triggered adaptive variance scaling IDEA.
• Orientation matters: how to efficiently solve ocst problems with problem-specific EAs.
• Representations for evolutionary algorithms.
• The Impact Logic of Mobile Technology Usage on Job Production.
• Minimally Restrictive Decision Support Systems.
• Reference point based multi-objective evolutionary algorithms for group decisions.
• Entwicklung eines Autorenwerkzeuges für digitale, multimediale und interaktive Lernbausteine im Web 2.0.
• Evaluation of a Multi-Agent System for Hospital Patient Scheduling.
• Konzeption eines Koordinationsmechanismus zur dezentralen Ablaufplanung in medizinischen Behandlungspfaden (MEDPACO).
• Bad Codings and the Utility of Well-Designed Genetic Algorithms.
• Binary Representations of Integers and the Performance of Selectorecombinative Genetic Algorithms.
• Critical Success Factors for Mobile Field Service Applications: A Case Research.
• Konzeption und Implementierung eines Planungssystems für Schnittstellentests.
• On the Relationship between Interactive Decision Aids and Decision Strategies: A Theoretical Analysis.
• Using Private and Public Context - An Approach for Mobile Discovery and Search Services.
• Towards a Theory of Representations for Genetic and Evolutionary Algorithms - Development of Basic Concepts and their Application to Binary and Tree Representations
• Impulsverkürzung für die Maximum-Likelihood Sequenzschätzung und Mehrträgerübertragungsverfahren.
• Vorgehensweisen zur Einführung von Big Data in Unternehmen
• Erweiterung eines Hochstrombrückengleichrichters
• Design and Application of Metaheuristics
• GECCO-2009 Proceedings of the Genetic and Evolutionary Computation Conference
• Applications of Evolutionary Computing
• Applications of Evolutionary Computing 2008
• TV Series Characters Are Almost Like Friends to Me - The Influence of Perceived Belonging on TV Series Addiction
• Social Network Sites: The Influence of the Number of Friends on Social Capital
• Problem Complexity in Parallel Problem Solving
• Influencing supporters' attitudes towards NGO-firm collaborations
• The Influence of Perceived Belonging on Social Network Site Adoption
• Being Unfaithful or Staying True To Its Mission: How an NGO Can Influence Its Supporters
• Potenzielle Erfolgsfaktoren von SaaS-Unternehmen
• Inferring Decision Strategies from Clickstreams in Decision Support Systems: A new Process-Tracing Approach using State Machines
• The Effects of Human State-Dependent Behavior on Work Allocation in Serial Lines
• On the Bene t of Using Mobile Technologies in Business Processes
• OptiNet: Ein Optimierungswerkzeug für baumförmige Netzwerkprobleme
• On the Importance of the Second Largest Eigenvalue on the Convergence Rate of Genetic Algorithms
• How to start with big data - a multiple case study.
• Ansätze zur kollaborativen Softwareerstellung
• Communities of Local Optima as Funnels in Fitness Landscapes
• Tree Network Design with Genetic Algorithms - An Investigation in the Locality of the Pruefernumber Encoding
• Techno-Eustress: The Impact of Perceived Usefulness and Perceived Ease of Use on the Perception of Work-Related Stressors.
• Representations for evolutionary algorithms.
• Individual Rank and Response: Survey-Based Evidence on the Effects of Rank-Based Performance Feedback.
• Representations for evolutionary algorithms.
• The Influence Of Binary Representations Of Integers On The Performance Of Selectorecombinative Genetic Algorithms.
• Choose Your Programming Copilot: A Comparison of the Program Synthesis Performance of GitHub Copilot and Genetic Programming
• The effects of state-dependent human behavior on the design of a serial line
• Representations for genetic and evolutionary algorithms
• The car resequencing problem with pull-off tables
• Down-Sampled Epsilon-Lexicase Selection for Real-World Symbolic Regression Problems
• From Block to TOE: Analyzing Opportunities of Blockchain Technologies in the Automotive Industry
• The Impact of Product Recommendation Networks on Sales: The Moderating Influence of Product Age
• Representations for evolutionary algorithms
• Analysis of properties of recombination operators proposed for the node-depth encoding
• New insights into the OCST problem: Integrating Node Degrees and their Location in the Graph
• SDR: A better Trigger for Adaptive Variance Scaling in normal EDAs
• Solving OCST problems with problem-specific guided local search
• Guided local search for the optimal communication spanning tree problem
• A genetic algorithm for analyzing choice behavior with mixed decision strategies
• Representations for Genetic and Evolutionary Algorithms
• Classification of Human Decision Behavior: Finding Modular Decision Rules with Genetic Algorithms
• Representations for evolutionary algorithms
• Analysis of greedy heuristics and weight-coded eas for multidimensional knapsack problems and multi-unit combinatorial auctions
• Representations for evolutionary algorithms
• On the interoperability of ebook formats
• Inferring decision strategies from clickstreams in decision support systems: a new process-tracing approach using state machines
• Genetic Algorithms for Finding Optimal Strategies for a Student's Game
• How to Configure Cost-optimal Procurement Consortia for Academic Libraries.
• Towards a theory of representations for genetic and evolutionary algorithms: development of basic concepts and their application to binary and tree representations.
• An Evaluation Method for Requirements Engineering Approaches in Distributed Software Development Projects
• Reliable communication network design with evolutionary algorithms
• Approaches to Collaborative Software Development
• Offshore Software Development: Transferring Research Findings into the Classroom.
• On the Role of Social Comparison Processes in Gamified Work Situations
• Informed Down-Sampled Lexicase Selection: Identifying productive training cases for efficient problem solving.
• Do You Trust ChatGPT? - Perceived Credibility of Human and AI-Generated Content.
• Large Language Models Suffer From Their Own Output: An Analysis of the Self-Consuming Training Loop
• Large Language Models Suffer From Their Own Output: An Analysis of the Self-Consuming Training Loop.
• Informed Down-Sampled Lexicase Selection: Identifying productive training cases for efficient problem solving.
• An encoding in metaheuristics for the minimum communication spanning Tree problem
• Challenges of Program Synthesis with Grammatical Evolution
• On the Role of Non-effective Code in Linear Genetic Programming
• On the Disadvantages of Rented Software with Regard to Psychological Ownership in the Context of Private Customers
• Representations for Evolutionary Algorithms
• idea-AI: Developing a Method for the Systematic Identification of AI Use Cases Completed Research
• On the Role of Social Comparison Processes in Gamified Work Situations
• Predicting Heuristic Search Performance with PageRank Centrality in Local Optima Networks
• Integrating keyword advertising and dynamic pricing for an online market place
• Explaining the Internationalization of iBusiness Firms
• Efficiency Improvement of DC* through a Genetic Guidance
• Strategies and Influencing Factors for Big Data Exploration
• Representations for Evolutionary Algorithms
• Shaping Communities of Local Optima by Perturbation Strength
• Representations for Evolutionary Algorithms
• An Implicitly Parallel EDA Based on Restricted Boltzmann Machines
• On the Bias of Syntactic Geometric Recombination in Genetic Programming and Grammatical Evolution
• An Analysis of the Influence of Noneffective Instructions in Linear Genetic Programming
• Efficient Access Control to Parking Space for Different Customer Segments
• On the influence of context-based complexity on information search patterns : an individual perspective
• Effects of the Training Set Size: A Comparison of Standard and Down-Sampled Lexicase Selection in Program Synthesis
• Coarse-Grained Barrier Trees of Fitness Landscapes.
• On the Locality of Standard Search Operators in Grammatical Evolution
• An Analysis of the Bias of Variation Operators of Estimation of Distribution Programming
• Motivating low-achievers-Relative performance feedback in primary schools
• How Companies Develop a Culture for Digital Innovation: A Multiple-Case Study
• Harmless Overfitting: Using Denoising Autoencoders in Estimation of Distribution Algorithms
• The Crowd Against the Few: Measuring the Impact of Expert Recommendations Decision Support Systems
• Representations for Evolutionary Algorithms
• Unsupervised anomaly detection of implausible electronic health records: a real-world evaluation in cancer registries
• Program Synthesis with Evolutionary Algorithms: Status Quo Hot Off the Press Track (GECCO 2022)
• Firm-NGO collaborations
• Design of Representations and Search Operators
• The Influence of Perceived Belonging on Social Network Site Usage
• Decomposition of Dynamic Single-Product and Multi-product Lotsizing Problems and Scalability of EDAs
• Privacy Protecting Behavior in Social Network Sites
• CURE: Eine Reparaturheuristik für die Planung ökonomischer und zuverlässiger Kommunikationsnetzwerke mit Hilfe von heuristischen Optimierungsverfahren
• Simultaneous Airline Scheduling
• Using machine learning to link electronic health records in cancer registries: On the tradeoff between linkage quality and manual effort
• Explaining the internationalization of ibusiness firms
• How do likes influence revenue? A randomized controlled field experiment
• A Comprehensive Comparison of Lexicase-Based Selection Methods for Symbolic Regression Problems
• Training a Restricted Boltzmann Machine for Classification by Labeling Model Samples.
• Design of Modern Heuristics
• Representations for Evolutionary Algorithms
• Service - Applications of Software Agents.
• Greedy Heuristics and Weight-Coded EAs for Multidimensional Knapsack Problems and Multi-Unit Combinatorial Auctions.
• Behaviour of UMDAc with truncation selection on monotonous functions.
• Proposing a Research Model for Slot Machine Usage
• Representations for evolutionary algorithms
• Representations for evolutionary algorithms
• SDR: a better trigger for adaptive variance scaling in normal EDAs.
• Structural difficulty in grammatical evolution versus genetic programming
• CovSel: A new approach for ensemble selection applied to symbolic regression problems.
• The node-depth encoding: analysis and application to the bounded-diameter minimum spanning tree problem.
• Genetic algorithms and mixed integer linear programs for optimal strategies in a student's "sports" activity.
• Pruefer Numbers and Genetic Algorithms: A Lesson on How the Low Locality of an Encoding Can Harm the Performance of GAs.
• Modellbasierte Entscheidungsunterstützung in Produktions- und Dienstleistungsnetzwerken
• On the non-uniform redundancy of representations for grammatical evolution : the influence of grammars
• Down-Sampled Epsilon-Lexicase Selection for Real-World Symbolic Regression Problems
• Impact of timetable synchronisation on hub connectivity of European carriers
• On the Trade-Off between Population Size and Number of Generations in GP for Program Synthesis
• Program Synthesis with Genetic Programming: The Influence of Batch Sizes
• Challenges of Program Synthesis with Grammatical Evolution
• LearningApps.org: multimediale und interaktive Lernbausteine im Web 2.0
• Teaching GP to program like a human software developer: Using Perplexity Pressure to Guide Program Synthesis Approaches
• Effects of Performance Transparency in E-Learning Applications: A Field Study in Primary Schools
• Social contagion: Seeding strategies under incomplete information
• SaaS-Geschäftsmodelle: Alle gleich, alle verschieden?
• Prüfer Numbers: A Poor Representation of Spanning Trees for Evolutionary Search
• DAE-GP: denoising autoencoder LSTM networks as probabilistic models in estimation of distribution genetic programming
• On relevant features for the recurrence prediction of urothelial carcinoma of the bladder
• Informed Down-Sampled Lexicase Selection: Identifying Productive Training Cases for Efficient Problem Solving
• The Randomness of Input Data Spaces is an A Priori Predictor for Generalization
• Small Solutions for Real-World Symbolic Regression Using Denoising Autoencoder Genetic Programming
• Redundant representations in evolutionary computation
• Network random keys : a tree network representation scheme for genetic and evolutionary algorithms
• Verteiltes, internetbasiertes Requirements-Engineering
• Gravity models for airline passenger volume estimation
• Approaches to collaborative software development
• On the locality of grammatical evolution
• Guest editorial special section on analysis and design of representations and operators
• Making the edge-set encoding fly by controlling the bias of its crossover operator
• The edge-set encoding revisited: On the bias of a direct representation for trees
• Code-share connectivity within global airline alliances - How much potential is utilized?
• Using PageRank for non-personalized default rankings in dynamic markets
• Scalability of using Restricted Boltzmann Machines for combinatorial optimization
• PolyEDA: Combining estimation of distribution algorithms and linear inequality constraints
• Designing reliable communication networks with a genetic algorithm using a repair heuristic
• An optimized design of choice experiments : a new approach for studying decision behavior in choice task experiments
• Using penalties instead of rewards: Solving OCST problems with guided local search
• An airline connection builder using maximum connection lag with greedy parameter selection
• Edge Orientation and the Design of Problem-Specific Crossover Operators for the OCST Problem
• On the locality of representations of Integers on the Performance of Selectorecombinative Genetic Algorithms
• Population sizing for the redundant trivial voting mapping
• Vehicle routing with compartments : applications, modelling and heuristics
• The link and node biased encoding revisited: Bias and adjustment of parameters
• A conceptual approach for simultaneous flight schedule construction with genetic algorithms
• On optimal solutions for the optimal communication spanning tree problem
• Genetic programming for iterative numerical methods
• The Randomness of Input Data Spaces is an A Priori Predictor for Generalization
• A Comprehensive Survey on Program Synthesis With Evolutionary Algorithms
• A Generalizability Measure for Program Synthesis with Genetic Programming.
• Improving Estimation of Distribution Genetic Programming with Novelty Initialization
• Using knowledge of human-generated code to bias the search in program synthesis with grammatical evolution
• MTGP: Combining Metamorphic Testing and Genetic Programming
• Recent Developments in Program Synthesis with Evolutionary Algorithms
• Analyzing Optimized Constants in Genetic Programming on a Real-World Regression Problem
• Denoising Autoencoder Genetic Programming for Real-World Symbolic Regression
• Choose Your Programming Copilot A Comparison of the Program Synthesis Performance of GitHub Copilot and Genetic Programming
• On sampling error in evolutionary algorithms
• Denoising autoencoder genetic programming: strategies to control exploration and exploitation in search
• On sampling error in genetic programming

Editor von

• GECCO-2009 Proceedings of the Genetic and Evolutionary Computation Conference
• Applications of Evolutionary Computing
• Applications of Evolutionary Computing 2008
• Applications of Evolutionary Computing
• Applications of Evolutionary Computing
• GECCO Workshop Proceedings of the Annual Conference on Genetic and Evolutionary Computation
• Application of Software Agents
• Applications of Evolutionary Computing Evoworkshops: EvoBIO, EvoCOMNET, EvoHot, EvoIASP, EvoMUSART, and EvoSTOC
• Decomposition of Dynamic Single-Product and Multi-product Lotsizing Problems and Scalability of EDAs
• Advances in Computational Intelligence in Transport, Logistics, and Supply Chain Management

Beitragender von

• Applications of Evolutionary Computing
• Applications of Evolutionary Computing 2008
• Applications of Evolutionary Computing
• GECCO Workshop Proceedings of the Annual Conference on Genetic and Evolutionary Computation