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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
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
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)
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
Application of computer science in biology
Computational biology has assisted evolutionary biology by: Using DNA data to reconstruct the tree of life with computational phylogenetics Fitting population
Computational_biology
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
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_frontier
Branch of psychology
continuously and mutually interactive. These include the evolutionary, biological, and sociological processes as they interact with human social behavior
Evolutionary_psychology
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
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
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
Form of artificial intelligence
learning (AutoML) Evolutionary computation NeuroEvolution of Augmenting Topologies (NEAT) HyperNEAT (A Generative version of NEAT) Evolutionary Acquisition
Neuroevolution
Computer system simulating intelligence
particular, convolutional neural networks Evolutionary computation and, in particular, multi-objective evolutionary optimization Swarm intelligence Bayesian
Computational_intelligence
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
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
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
Change in the heritable traits of populations
Mendelian inheritance and population genetics to give rise to modern evolutionary theory. In this synthesis the basis for heredity is in DNA molecules
Evolution
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
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
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
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
Citizen science project
Cybernetics, SMC-2001, 3464-3469 Hideyuki Takagi (2001), Interactive Evolutionary Computation: Fusion of the Capabilities of EC Optimization and Human
3form
Cartlidge; Martin Thompson (2002). "Prospects for Computational Steering of Evolutionary Computation". Workshop Proceedings of the Eighth International
Computational_steering
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
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
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
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
Mathematical concept
Veldhuizen, David A. (2007). Evolutionary Algorithms for Solving Multi-Objective Problems. Genetic and Evolutionary Computation (2nd ed.). New York: Springer
Multi-objective_optimization
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
Computational analysis of large, complex sets of biological data
bioinformatics are computational genomics, computational epigenetics, computational immunology, and computational metabolomics. Computational, statistical,
Bioinformatics
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
Framework
biology Evolutionary computation Evolutionary robotics Fitness function Fitness landscape Fitness approximation Genetic operators Interactive evolutionary computation
MCACEA
cooperative coevolution with evolutionary game theory" (PDF). Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No.02TH8600).
Complete_mixing
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
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
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
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
American computer scientist
University of Singapore. Goldberg is recognized for his research in evolutionary computation, engineering education reform, and interdisciplinary approaches
David_E._Goldberg
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
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
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
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
be required in an authentically interactive system". Molly Wright Steenson, who has written about how computational, cybernetic, and artificial intelligence
Interactive_architecture
Metaheuristic Search algorithm Stochastic optimization Evolutionary computation Evolutionary algorithm Genetic algorithm Mutation (genetic algorithm)
Fly_algorithm
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
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
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
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
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
Optimization technique
metaheuristics. Such metaheuristics include ant colony optimization, evolutionary computation such as genetic algorithm or evolution strategies, particle swarm
Metaheuristic
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
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
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
experimental and applied research on evolutionary dynamics in both natural and artificial systems. BEACON stands for Bio/computational Evolution in Action Consortium
BEACON_Center
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
Study of computation
Fundamental areas of computer science Computer science is the study of computation, information, and automation, together with their associated phenomena
Computer_science
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
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
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
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
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
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
American historian
co-authored with Robert Edward Mitchell, argues that the push to embed computation, “smartness,” and AI into every domain of everyday life has become a
Orit_Halpern
Italian mathematician
mathematics, kinetic theory, and multiscale computational methods. He is Chair of Applied and Computational Mathematics at Heriot-Watt University and professor
Lorenzo_Pareschi
Field of scientific study
strongly interacts with fields such as developmental psychology, developmental and cognitive neuroscience, developmental biology (embryology), evolutionary biology
Developmental_robotics
Branch of biology
for instance in the topics of Artificial Immune Systems or Amorphous Computation. Mathematical biology aims at developing mathematical representations
Mathematical and theoretical biology
Mathematical_and_theoretical_biology
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
Process where information about current status is used to influence future status
reduction and performance increase. Closed-loop feedback is also applied in computational physics to automate data-driven model discovery. For instance, active
Feedback
Two or more species influencing each other's evolution
Coevolution: An Architecture for Evolving Coadapted Subcomponents". Evolutionary Computation. 8 (1): 1–29. doi:10.1162/106365600568086. PMID 10753229. S2CID 10265380
Coevolution
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
Sequence of operations for a task
after a finite number of steps that comprise a solution to a given computational problem. Advanced algorithms may utilize loops and involve many conditionals
Algorithm
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
Italian academic
degree in physics from the University of Trento in 1985, and the Ph.D. in Computation and Neural Systems from the California Institute of Technology in 1990
Roberto_Battiti
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
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
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
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
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
algorithms, introduced by Marco Dorigo, became a dominant theory of evolutionary computation. The mechanisms of evolution through which species adapt toward
Collaborative_intelligence
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
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
of game theory, complex systems, emergence, computational sociology, multi-agent systems, and evolutionary programming. Monte Carlo methods are used to
Glossary_of_computer_science
Theories on the development of personality
The evolutionary theory of personality development is primarily based on the evolutionary process of natural selection. From the evolutionary perspective
Personality_development
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
Organization
methodological and empirical studies from evolutionary and international political economy, institutionalist, heterodox, computational and complexity economics and
European Association for Evolutionary Political Economy
European_Association_for_Evolutionary_Political_Economy
Artificial simulation of human imagination
The typical application of artificial imagination is for an interactive search. Interactive searching has been developed since the mid-1990s, accompanied
Artificial_imagination
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
Branch of applied probability theory
applied mathematics Computational Algorithms design analysis Automata theory Automated theorem proving Coding theory Computational geometry Constraint
Decision_theory
Models of neural computation are attempts to elucidate, in an abstract and mathematical fashion, the core principles that underlie information processing
Models_of_neural_computation
Scientific study of animals
Mendelian inheritance, and reproduction. Evolutionary biology is the subfield of biology that studies the evolutionary processes (natural selection, common
Zoology
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