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Interactive evolutionary computation (IEC) or aesthetic selection is a general term for methods of evolutionary computation that use human evaluation
Interactive evolutionary computation
Interactive_evolutionary_computation
Trial and error problem solvers with a metaheuristic or stochastic optimization character
Evolutionary computation (EC) from computer science is a family of algorithms for global optimization inspired by biological evolution, and a subfield
Evolutionary_computation
Computer science technique
Human-based computation (apart from the historical meaning of "computer") research has its origins in the early work on interactive evolutionary computation (EC)
Human-based_computation
Topics referred to by the same term
computers Inertial electrostatic confinement, in fusion energy Interactive evolutionary computation Ion exchange chromatography, a laboratory technique Island
IEC_(disambiguation)
NEAT Particles is an interactive evolutionary computation program that enables users to evolve particle systems intended for use as special effects in
NEAT_Particles
In evolutionary computation, a human-based genetic algorithm (HBGA) is a genetic algorithm that allows humans to contribute solution suggestions to the
Human-based_genetic_algorithm
evolutionary computation (HBEC) is a set of evolutionary computation techniques that rely on human innovation. Human-based evolutionary computation techniques
Human-based evolutionary computation
Human-based_evolutionary_computation
Audio counterpart to evolutionary art
qualities of music computationally. However, research into automated measures of musical quality is also active. Evolutionary computation techniques have
Evolutionary_music
Evolutionary computation conference
Genetic and Evolutionary Computation Conference (GECCO) is a peer-reviewed technical conference in the area of evolutionary computation, broadly interpreted
Genetic and Evolutionary Computation Conference
Genetic_and_Evolutionary_Computation_Conference
Variation of artificial neural networks
Machine, Robot morphologies Rigid Robots Soft Robots. Evolutionary art Interactive evolutionary computation Kayvan Ghaderi; Fardin Akhlghian; Parham Moradi
Compositional pattern-producing network
Compositional_pattern-producing_network
Model used to visualise relationship between genotypes and reproductive success
landscape. However, in some cases (for example, preference-based interactive evolutionary computation) the relevance is more limited, because there is no guarantee
Fitness_landscape
Computer system simulating intelligence
particular, convolutional neural networks Evolutionary computation and, in particular, multi-objective evolutionary optimization Swarm intelligence Bayesian
Computational_intelligence
Citizen science project
Cybernetics, SMC-2001, 3464-3469 Hideyuki Takagi (2001), Interactive Evolutionary Computation: Fusion of the Capabilities of EC Optimization and Human
3form
Competitive algorithm for searching a problem space
g. computational fluid dynamics is used to determine the air resistance of a vehicle whose shape is encoded as the phenotype), or even interactive genetic
Genetic_algorithm
Genetic algorithm for making artificial neural networks
Topologies". Evolutionary Computation 10 (2): 99-127 Matthew E. Taylor, Shimon Whiteson, and Peter Stone (2006). "Comparing Evolutionary and Temporal
Neuroevolution of augmenting topologies
Neuroevolution_of_augmenting_topologies
Branch of psychology
continuously and mutually interactive. These include the evolutionary, biological, and sociological processes as they interact with human social behavior
Evolutionary_psychology
Set of all Pareto efficient situations
-constraints method" Multi-objective Evolutionary Algorithms Since generating the entire Pareto front is often computationally-hard, there are algorithms for
Pareto_front
Methods that imitate, replicate or use natural processes
nature-inspired models of computation are cellular automata, neural computation, and evolutionary computation. More recent computational systems abstracted from
Natural_computing
International evolutionary computation event
EvoStar, or Evo*, is an international scientific event devoted to evolutionary computation held in Europe. Its structure has evolved over time and it currently
EvoStar
Application of game theory to evolving populations in biology
Moreover, given evolutionary game theory's ability to model the decision-making dynamics of interacting agents over time, evolutionary game theoretic models
Evolutionary_game_theory
Objective function of evolutionary algorithm
with the designer's goal, but also be computationally efficient. Execution speed is crucial, as a typical evolutionary algorithm must be iterated many times
Fitness_function
Consumer appraisal posted online
providers were rarely criticized or evaluated by users. Interactive evolutionary computation Yi, Cheng; Jiang, Zhenhui; Li, Xiuping; Lu, Xianghua (2019)
User_review
Form of artificial intelligence
learning (AutoML) Evolutionary computation NeuroEvolution of Augmenting Topologies (NEAT) HyperNEAT (A Generative version of NEAT) Evolutionary Acquisition
Neuroevolution
Art generated by an iterated process
evolutionary architecture and design, evolutionary image processing, generative art, computational aesthetics and computational creativity as part of the MediaWiki
Evolutionary_art
Information Processing Systems Conferences on Evolutionary computation. CEC - IEEE Congress on Evolutionary Computation EvoStar FOGA - Foundations of Genetic
List of computer science conferences
List_of_computer_science_conferences
Branch of biology
Computational biology has assisted evolutionary biology by: Using DNA data to reconstruct the tree of life with computational phylogenetics Fitting population
Computational_biology
Change in the heritable traits of populations
of biological populations over successive generations. It occurs when evolutionary processes such as genetic drift and natural selection act on genetic
Evolution
Algorithm in AI
optimization", in PPSN III: Proceedings of the International Conference on Evolutionary Computation. The Third Conference on Parallel Problem Solving from Nature London
Constructive cooperative coevolution
Constructive_cooperative_coevolution
Field of hardware development
behavior dynamically and autonomously by interacting with its environment. In its most fundamental form an evolutionary algorithm manipulates a population of
Evolvable_hardware
Mathematical concept
"MOEA/D: A multiobjective evolutionary algorithm based on decomposition". IEEE Transactions on Evolutionary Computation. 11 (6): 712–731. doi:10.1109/TEVC
Multi-objective_optimization
Academic sub-disciplines
studies using interactive systems. There are two terminologies that relate to each other: social science computing (SSC) and computational social science
Computational_social_science
Interdisciplinary research discipline
heavily on computation. In the 21st century, the development of computational algorithms created new means for computational methods to interact with economic
Computational_economics
Computational search for optimal designs
machine learning, including heuristic search techniques such as evolutionary computation, and swarm intelligence algorithms. To meet the ever-growing demand
Computer-automated_design
Cartlidge; Martin Thompson (2002). "Prospects for Computational Steering of Evolutionary Computation". Workshop Proceedings of the Eighth International
Computational_steering
Branching diagram of evolutionary relationships between organisms
phylogenetic tree representing optimal evolutionary ancestry between a set of species or taxa. Computational phylogenetics (also phylogeny inference)
Phylogenetic_tree
Subfield of computer science and mathematics
foundations of computation. It is difficult to circumscribe the theoretical areas precisely. The ACM's Special Interest Group on Algorithms and Computation Theory
Theoretical_computer_science
Algorithm for searching a problem space
recent growing areas of research in evolutionary computation. The term MA is now widely used as a synergy of evolutionary or any population-based approach
Memetic_algorithm
Evolutionary algorithm
selection is perhaps the most popular selection scheme used in evolutionary computation. It involves mapping the fitness of each program to a slice of
Gene_expression_programming
Computer graphics artist (born 1962)
Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities". Artificial Life. 26
Karl_Sims
Framework
biology Evolutionary computation Evolutionary robotics Fitness function Fitness landscape Fitness approximation Genetic operators Interactive evolutionary computation
MCACEA
Branch of economic theory
starting in the 1980s with the spread of computational economics and is used in the fields of evolutionary and institutional economics, Post Keynesian
Non-equilibrium_economics
Overview of and topical guide to change in the heritable characteristics of organisms
species Evolutionary aesthetics – Evolutionary psychology theories Evolutionary anthropology – Interdisciplinary study Evolutionary computation – Trial
Outline_of_evolution
Consortium for Computing Sciences in Colleges CEC - Congress on Evolutionary Computation CHES – Workshop on Cryptographic Hardware and Embedded Systems
List of computer science conference acronyms
List_of_computer_science_conference_acronyms
Digital entertainment in which the storyline is not predetermined
characteristics distinguish an interactive story from another form of interactive media is subject to much debate. Interactivity and storytelling are both
Interactive_storytelling
Computing by new or unusual methods
computing or nonstandard computation) is computing by any of a wide range of new or unusual methods. The term unconventional computation was coined by Cristian
Unconventional_computing
System where changes of output are not proportional to changes of input
"Thirty years of Polynomial System Solving, and now?". Journal of Symbolic Computation. 44 (3): 222–231. doi:10.1016/j.jsc.2008.03.004. Billings S.A. "Nonlinear
Nonlinear_system
Compilation of software used to produce phylogenetic trees
This list of phylogenetics software is a compilation of computational phylogenetics software used to produce phylogenetic trees. Such tools are commonly
List of phylogenetics software
List_of_phylogenetics_software
biological evolution and the field of computer science known as evolutionary computation, which attempts to mimic biological evolution for the purpose of
History of evolutionary thought
History_of_evolutionary_thought
Study of what affects viral life spans
study of how epidemiological, immunological, and evolutionary processes act and potentially interact to shape viral phylogenies. Since the term was coined
Viral_phylodynamics
Metaheuristic Search algorithm Stochastic optimization Evolutionary computation Evolutionary algorithm Genetic algorithm Mutation (genetic algorithm)
Fly_algorithm
Artificial simulation of human imagination
the reference neuron model". Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No.02TH8600). Vol. 1. pp. 747–752. doi:10.1109/CEC
Artificial_imagination
Study of computation
Fundamental areas of computer science Computer science is the study of computation, information, and automation. Included broadly in the sciences, computer
Computer_science
cooperative coevolution with evolutionary game theory" (PDF). Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No.02TH8600).
Complete_mixing
System composed of many interacting components
A complex system is a system composed of many components that interact with one another. Examples of complex systems are Earth's global climate, organisms
Complex_system
Computational analysis of large, complex sets of biological data
Computational Molecular Biology (RECOMB). Biology portal Evolutionary biology portal Biodiversity informatics Bioinformatics companies Computational biology
Bioinformatics
Reproductive success given genetic mutation
natural evolution and artificial evolution (e.g. artificial life and evolutionary computation) the fitness (or performance or objective measure) of a schema
Effective_fitness
The history of evolutionary psychology began with Charles Darwin, who argued that all the most human of human capacities—the human intellect, rationality
History of evolutionary psychology
History_of_evolutionary_psychology
American computer scientist
University of Singapore. Goldberg is recognized for his research in evolutionary computation, engineering education reform, and interdisciplinary approaches
David_E._Goldberg
Branch of the discipline of sociology
Computational sociology is a branch of sociology that uses computationally intensive methods to analyze and model social phenomena. Using computer simulations
Computational_sociology
be required in an authentically interactive system". Molly Wright Steenson, who has written about how computational, cybernetic, and artificial intelligence
Interactive_architecture
Examining complex systems as a whole
[a system] is "an integrated whole even though composed of diverse, interacting, specialized structures and subjunctions" — IEEE (1972) "a system is
Systems_thinking
Process where information about current status is used to influence future status
to biological systems where positive and negative feedback systems can interact, the output of one affecting the input of another, and vice versa. Some
Feedback
Kind of evolutionary algorithm
cellular evolutionary algorithm (cEA) is a kind of evolutionary algorithm (EA) in which individuals cannot mate arbitrarily, but every one interacts with
Cellular evolutionary algorithm
Cellular_evolutionary_algorithm
Interpretation of sensory information
mechanisms underlying perception. Perceptual systems can also be studied computationally, in terms of the information they process. Perceptual issues in philosophy
Perception
Self-managing characteristics of distributed computing resources
systems involve mobile agents interacting via loosely coupled communication mechanisms. Autonomy-oriented computation is a paradigm proposed by Jiming
Autonomic_computing
Concept in physics
applied across fields as diverse as geophysics, physical cosmology, evolutionary biology and ecology, bio-inspired computing and optimization (mathematics)
Self-organized_criticality
Sequence of operations for a task
typically used to solve a class of specific problems or to perform a computation. Algorithms are used as specifications for performing calculations and
Algorithm
Mathematical models of strategic interactions
semantics. In addition, computer scientists have used games to model interactive computations. Also, game theory provides a theoretical basis to the field of
Game_theory
Visual representation of data
"Introduction to the special issue on interactive graphical data analysis: What is interaction?". Computational Statistics. 14 (1): 1–6. doi:10.1007/PL00022700
Data and information visualization
Data_and_information_visualization
Controversy in psychology
Evolutionary psychology seeks to identify and understand human psychological traits that have evolved in much the same way as biological traits, through
Criticism of evolutionary psychology
Criticism_of_evolutionary_psychology
Two or more species influencing each other's evolution
Coevolution: An Architecture for Evolving Coadapted Subcomponents". Evolutionary Computation. 8 (1): 1–29. CiteSeerX 10.1.1.134.2926. doi:10.1162/106365600568086
Coevolution
Israeli–New Zealand bioinformatician (1961–2025)
et al. (2014). "BEAST 2: A Software Platform for Bayesian Evolutionary Analysis". PLOS Computational Biology. 10 (4) e1003537. Bibcode:2014PLSCB..10E3537B
Joseph_Heled
System with multiple networked computers
multiple computers, or a computer that executes a network of interacting processes: which computational problems can be solved in such a network and how efficiently
Distributed_computing
Systems-based study of economic processes
corresponding agent-based models, the "agents" are "computational objects modeled as interacting according to rules" over space and time, not real people
Agent-based computational economics
Agent-based_computational_economics
Evolutionary approaches to depression are attempts by evolutionary psychologists and evolutionary psychiatrists to use the theory of evolution to further
Evolutionary approaches to depression
Evolutionary_approaches_to_depression
Software product
adapting to the decision maker" (PDF). IEEE Transactions on Evolutionary Computation. 14 (15): 671–687. doi:10.1109/TEVC.2010.2058118. ""Machine Learning
LIONsolver
Neuroscientist
Metacognition in Computation: Papers from the 2005 AAAI Spring Symposium. AAAI Press, 2005. After Phrenology: Neural Reuse and the Interactive Brain. MIT Press
Michael_L._Anderson
experimentally (outside of evolutionary computation), most current work has focused on the persistence of sexual reproduction over evolutionary time. The maintenance
Evolution of sexual reproduction
Evolution_of_sexual_reproduction
Mathematical model for sound synthesis
Essynth is a mathematical model for interactive sound synthesis based on the evolutionary computation which uses genetic operators and fitness functions
Essynth
Study of circular causal processes
self-organizing systems, neural networks and adaptive machines, evolutionary programming, biological computation, and bionics for several decades, leaving the workers
Cybernetics
Evolutionary biology hypothesis
Evolutionary capacitance is the storage and release of variation, just as electrical capacitors store and release charge. Living systems are robust to
Evolutionary_capacitance
Discrete model of computation
automaton (pl. cellular automata, abbrev. CA) is a discrete model of computation studied in automata theory. Cellular automata are also called cellular
Cellular_automaton
Study of how patterns form by self-organization in nature
diverse anatomies from similar genes, now being explored in the science of evolutionary developmental biology or evo-devo. The mechanisms involved are well seen
Pattern_formation
Field of scientific study
strongly interacts with fields such as developmental psychology, developmental and cognitive neuroscience, developmental biology (embryology), evolutionary biology
Developmental_robotics
Technique in game physics, motion graphics and computer graphics
(2008-12-09). "Interactive evolution of particle systems for computer graphics and animation". IEEE Transactions on Evolutionary Computation. 13 (2): 418–32
Particle_system
Dependence of a gene mutation's phenotype on mutations in other genes
dihybrid cross, and is now widely used in biochemistry, computational biology and evolutionary biology. While the nuanced meaning of the term now differs
Epistasis
algorithms, introduced by Marco Dorigo, became a dominant theory of evolutionary computation. The mechanisms of evolution through which species adapt toward
Collaborative_intelligence
2011). "Hybrid tuning of an evolutionary algorithm for sensor allocation". 2011 IEEE Congress of Evolutionary Computation (CEC). IEEE. pp. 1672–1678.
Interactive_Scenario_Builder
Evolutionary theory of social change
Cultural evolution is an evolutionary theory of social change. It follows from the definition of culture as the "information capable of affecting individuals'
Cultural_evolution
of game theory, complex systems, emergence, computational sociology, multi-agent systems, and evolutionary programming. Monte Carlo methods are used to
Glossary_of_computer_science
Paradigm of rule-based machine learning methods
combine a discovery component (e.g. typically a genetic algorithm in evolutionary computation) with a learning component (performing either supervised learning
Learning_classifier_system
Totality of psychological phenomena
minds are certain aspects or features of some material objects. The evolutionary history of the mind is tied to the development of nervous systems, which
Mind
2010 video game
determined to be an NP-complete problem. Phylo uses human-based computation to create an interactive genetic algorithm to solve the multiple sequence alignment
Phylo_(video_game)
Optimization technique
metaheuristics. Such metaheuristics include ant colony optimization, evolutionary computation such as genetic algorithm or evolution strategies, particle swarm
Metaheuristic
American artificial intelligence technology company
intellectual property to Cognizant. Sentient's platform combined evolutionary computation, which mimics biological evolution, and deep learning, which is
Sentient_Technologies
View that prejudice has a functional utility in evolutionary processes
Some evolutionary theorists consider prejudice as having functional utility in evolutionary process. A number of evolutionary psychologists in particular
Prejudice from an evolutionary perspective
Prejudice_from_an_evolutionary_perspective
Process of forming order by local interactions
such as cellular automata, random graphs, and some instances of evolutionary computation and artificial life exhibit features of self-organization. In swarm
Self-organization
but in large networks of interacting species. One of the main goals in evolutionary ecology is to disentangle the evolutionary mechanisms that shape and
Evolving digital ecological network
Evolving_digital_ecological_network
Field of study
Evolutionary educational psychology is the study of the relation between inherent folk knowledge and abilities and accompanying inferential and attributional
Evolutionary educational psychology
Evolutionary_educational_psychology
Conceptual framework
databases. The emerging methods of socionics are a variant of computational sociology. Computational sociology is influenced by a number of micro-sociological
Social_complexity
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