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Programming techniques in computational intelligence
Computational heuristic intelligence (CHI) refers to specialized programming techniques in computational intelligence (also called artificial intelligence
Computational heuristic intelligence
Computational_heuristic_intelligence
Problem-solving method
Pelletier, Francis; Pelletier, Jeffry (1985). "What is a heuristic?". Computational Intelligence. 1 (1): 47–58. doi:10.1111/j.1467-8640.1985.tb00058.x.
Heuristic
Type of algorithm, produces approximately correct solutions
are no known algorithms. One way of achieving the computational performance gain expected of a heuristic consists of solving a simpler problem whose solution
Heuristic_(computer_science)
Intelligence of machines
Artificial intelligence (AI) is the capability of computational systems to perform tasks typically associated with human intelligence, such as learning
Artificial_intelligence
Type of machine learning model
Annual Meeting on Association for Computational Linguistics - ACL '01. Morristown, NJ, USA: Association for Computational Linguistics: 26–33. doi:10.3115/1073012
Large_language_model
Group intelligence that emerges from collective efforts
abstract computational space creates multi-thread inference process which we perceive as collective intelligence. Thus, a non-Turing model of computation is
Collective_intelligence
A hyper-heuristic is a heuristic search method that seeks to automate, often by the incorporation of machine learning techniques, the process of selecting
Hyper-heuristic
1960s artificial intelligence project
as 'artificial intelligence', just as structure searchers. The name Dendral is an acronym of the term "Dendritic Algorithm". Heuristic Dendral is a program
Dendral
List of concepts in artificial intelligence
techniques. computational humor A branch of computational linguistics and artificial intelligence which uses computers in humor research. computational intelligence
Glossary of artificial intelligence
Glossary_of_artificial_intelligence
Subset of artificial intelligence
Yun; Shi, Yu-hui (2011). "Evolutionary Computation Meets Machine Learning: A Survey". IEEE Computational Intelligence Magazine. 6 (4): 68–75. Bibcode:2011ICIM
Machine_learning
Artificial intelligence (AI) in video games refers to the computational systems that control non-player characters (NPCs), generate dynamic game behavior
Artificial intelligence in video games
Artificial_intelligence_in_video_games
Overview of and topical guide to algorithms
and computational models Herbert A. Simon — heuristic search and artificial intelligence Allen Newell — heuristic search and artificial intelligence Arthur
Outline_of_algorithms
Simple strategies or mental processes involved in making quick decisions
aspects heuristic Fast-and-frugal trees Fluency heuristic Gaze heuristic Recognition heuristic Satisficing Similarity heuristic Take-the-best heuristic Tallying
Heuristic_(psychology)
American computer scientist
American computer scientist whose research in artificial intelligence has focused on heuristic search methods, including the invention of iterative deepening
Richard_E._Korf
Algorithm used for pathfinding and graph traversal
avoidance of (relative) catastrophe, heuristic competence, genuine dynamic weighting and computational issues in heuristic problem solving" (PDF). Proceedings
A*_search_algorithm
Optimization technique
metaheuristic is a higher-level procedure or heuristic designed to find, generate, tune, or select a heuristic (partial search algorithm) that may provide
Metaheuristic
Humor research using computational linguistics
Computational humor is a branch of computational linguistics and artificial intelligence which uses computers in humor research. It is a relatively new
Computational_humor
Tool for assisting judgement in uncertainty
The representativeness heuristic is used when making judgments about the probability of an event being representational in character and essence of a
Representativeness_heuristic
consciousness Computationalism Functionalism (philosophy of mind) Robot rights User illusion Artificial consciousness Artificial general intelligence. An intelligent
Outline of artificial intelligence
Outline_of_artificial_intelligence
psychology, cognitive neuroscience and the philosophical schools of computationalism and functionalism. All these fields used related tools to model the
History of artificial intelligence
History_of_artificial_intelligence
Study of mathematical algorithms for optimization problems
evaluations increase the computational complexity (or computational cost) of each iteration. In some cases, the computational complexity may be excessively
Mathematical_optimization
Sequence of operations for a task
valid inferences (referred to as automated reasoning). In contrast, a heuristic is an approach to solving problems without well-defined correct or optimal
Algorithm
2013). Second Joint Conference on Lexical and Computational Semantics. Vol. 2. Association for Computational Linguistics. pp. 341–350. Xu B, Shi X, Yin Y
Artificial intelligence in healthcare
Artificial_intelligence_in_healthcare
Graph exploring search algorithm
described best-first search as estimating the promise of node n by a "heuristic evaluation function f ( n ) {\displaystyle f(n)} which, in general, may
Best-first_search
Computational cybernetics is the integration of cybernetics and computational intelligence techniques. Though the term Cybernetics entered the technical
Computational_cybernetics
Heuristic search algorithm
In computer science, beam search is a heuristic search algorithm that explores a graph by expanding the most promising node in a limited set. Beam search
Beam_search
Class of search algorithms
Mackworth, Alan. "3.6 Heuristic Search‣ Chapter 3 Searching for Solutions ‣ Artificial Intelligence: Foundations of Computational Agents, 2nd Edition"
State-space_search
utilized heuristic search techniques to decipher Enigma codes. In 1950, Turing published his seminal paper "Computing Machinery and Intelligence" in the
Artificial intelligence industry in the United Kingdom
Artificial_intelligence_industry_in_the_United_Kingdom
NP-hard problem in combinatorial optimization
inserts other vertices. Artificial intelligence researcher Marco Dorigo described in 1993 a method of heuristically generating "good solutions" to the
Travelling_salesman_problem
Processing of natural language by a computer
associated with artificial intelligence. NLP is also related to information retrieval, knowledge representation, computational linguistics, and linguistics
Natural_language_processing
ISBN 0-13-790395-2 Poole, David; Mackworth, Alan; Goebel, Randy (1998), Computational Intelligence: A Logical Approach, Oxford University Press., ISBN 978-0-19-510270-3
Timeline of artificial intelligence
Timeline_of_artificial_intelligence
Prioritizing promising moves for speed
depth-first search Quiescence search Killer heuristic Russell, Stuart; Norvig, Peter (April 28, 2020). Artificial Intelligence: A Modern Approach (4th ed.). Hoboken
Move_ordering
Methods in artificial intelligence research
artificial intelligence, symbolic artificial intelligence (also known as classical artificial intelligence or logic-based artificial intelligence) is the
Symbolic artificial intelligence
Symbolic_artificial_intelligence
Algorithm exhibiting emergent behavior
effect Emergence Evolutionary computation Fuzzy logic Genetic algorithm Heuristic Emergent behaviors of a fuzzy sensory-motor controller evolved by genetic
Emergent_algorithm
Making of satisfactory, not optimal, decisions
bounded rationality include the availability heuristic and representativeness heuristic. The availability heuristic refers to how people tend to overestimate
Bounded_rationality
Computer hardware technology that uses quantum mechanics
(2021). "The prospects of quantum computing in computational molecular biology". WIREs Computational Molecular Science. 11 e1481. arXiv:2005.12792. doi:10
Quantum_computing
Field of study to extract knowledge from data
science as a "fourth paradigm" of science (empirical, theoretical, computational, and now data-driven) and asserted that "everything about science is
Data_science
Type of heuristic technique
Thompson sampling, named after William R. Thompson, is a heuristic for choosing actions that address the exploration–exploitation dilemma in the multi-armed
Thompson_sampling
Heuristic search algorithm for evaluating game trees
In computer science, Monte Carlo tree search (MCTS) is a heuristic search algorithm for some kinds of decision processes, most notably those employed
Monte_Carlo_tree_search
publisher (link) Poole, David; Mackworth, Alan; Goebel, Randy (1998). Computational Intelligence: A Logical Approach. Oxford University Press. p. 1. ISBN 0-19-510270-3
Artificial intelligence in fiction
Artificial_intelligence_in_fiction
Competitive algorithm for searching a problem space
seen any computational results reported using genetic algorithms that have favorably impressed me. Stick to simulated annealing for your heuristic search
Genetic_algorithm
Chronological table of metaheuristic algorithms
table of metaheuristic algorithms that only contains fundamental computational intelligence algorithms. Hybrid algorithms and multi-objective algorithms are
Table_of_metaheuristics
Automated system for discovering new scientific or mathematical knowledge
discovery in mathematics as heuristic search (Thesis). Henderson, Harry (2007). "The Automated Mathematician". Artificial Intelligence: Mirrors for the Mind
Discovery system (artificial intelligence)
Discovery_system_(artificial_intelligence)
Venezuelan British computer scientist
Lakhmi C. (eds.), "Exploring Hyper-heuristic Methodologies with Genetic Programming", Computational Intelligence: Collaboration, Fusion and Emergence
Gabriela_Ochoa
South African computer scientist
application of machine learning in choosing among multiple heuristic solutions to computational search problems, and the use of genetic programming and bio-inspired
Nelishia_Pillay
Search algorithm
evaluated before others. Another common, and very cheap, heuristic is the killer heuristic, where the last move that caused a beta-cutoff at the same
Alpha–beta_pruning
Thought experiment on artificial intelligence
computationalism: Mental states are computational states (which is why computers can have mental states and help to explain the mind); Computational states
Chinese_room
Methods that imitate, replicate or use natural processes
Evolutionary computation is a computational paradigm inspired by Darwinian evolution. An artificial evolutionary system is a computational system based
Natural_computing
NP-complete problem in computer science
Toby (1998), "Analysis of Heuristics for Number Partitioning", Computational Intelligence, 14 (3): 430–451, CiteSeerX 10.1.1.149.4980, doi:10.1111/0824-7935
Partition_problem
Problem in mathematics
"Genetic Algorithm for Mixed Chinese Postman Problem", Advances in Computation and Intelligence, Lecture Notes in Computer Science, vol. 6382, Berlin, Heidelberg:
Mixed_Chinese_postman_problem
Optimization algorithm
detection". 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence). pp. 751–756. doi:10.1109/CEC.2008.4630880
Ant colony optimization algorithms
Ant_colony_optimization_algorithms
Probabilistic problem-solving algorithm
used as heuristic natural search algorithms (a.k.a. metaheuristic) in evolutionary computing. The origins of these mean-field computational techniques
Monte_Carlo_method
Mental process dealing with knowledge
complex computational tasks. The cognitive architecture Soar is an example of this approach. Connectionism is another form of computationalism that differs
Cognition
Optimized search algorithm
Artificial Intelligence. Kwa, James B.H. (1989). "BS∗: An admissible bidirectional staged heuristic search algorithm". Artificial Intelligence. 38 (1).
Bidirectional_search
Plotting by a computer application
not be examined. A* uses this heuristic to improve on the behavior relative to Dijkstra's algorithm. When the heuristic evaluates to zero, A* is equivalent
Pathfinding
Systematic pattern of deviation from norm or rationality in judgment
availability heuristic is that individuals estimate the likelihood of events by how easy they are to recall, and the anchoring heuristic prefers the initial
Cognitive_bias
G. F. (1990). "The computational complexity of probabilistic inference using bayesian belief networks". Artificial Intelligence. 42 (2–3): 393–405. doi:10
Ecological_rationality
Decision rule used for minimizing the possible loss for a worst-case scenario
computation resources, as explained above, the tree is limited to a look-ahead of 4 moves. The algorithm evaluates each leaf node using a heuristic evaluation
Minimax
Subset of evolutionary computation
bio-inspired algorithms and evolutionary computation, which itself are part of the field of computational intelligence. The mechanisms of biological evolution
Evolutionary_algorithm
Vector quantization algorithm minimizing the sum of squared deviations
using k-medians and k-medoids. The problem is computationally difficult (NP-hard); however, efficient heuristic algorithms converge quickly to a local optimum
K-means_clustering
Computer scientist and AI pioneer
authored a series of articles in the Journal of Artificial Intelligence exploring the nature of heuristic rules. Lenat was one of the original Fellows of the
Douglas_Lenat
Probabilistic optimization technique and metaheuristic
with the minimum possible energy. At each step, the simulated annealing heuristic considers some neighboring state s* of the current state s, and probabilistically
Simulated_annealing
Cryptographer and theoretical computer scientist
demonstrated an insecurity in the widely used Fiat–Shamir heuristic. Her work on delegating computation has applications to cloud computing. Kalai was elected
Yael_Tauman_Kalai
Unsolved problem in computer science
computational theory, a proof either way would have profound implications for mathematics, cryptography, algorithm research, artificial intelligence,
P_versus_NP_problem
Type of cognitive bias
(of a target attribute) that is computationally complex, and instead substitutes a more easily calculated heuristic attribute. This substitution is thought
Attribute_substitution
British computer scientist
founded the Computation Finance and Economics Technical Committee Archived 5 February 2012 at the Wayback Machine in IEEE’s Computational Intelligence Society
Edward_Tsang
Rediscovery of a language or script's meaning
(2024-06-01). "A Systematic Review of Computational Approaches to Deciphering Bronze Age Aegean and Cypriot Scripts". Computational Linguistics. 50 (2): 725–779
Decipherment
Manufacturing management process
problems where exact methods are impractical, APS systems often employ heuristic approaches such as priority dispatching rules (e.g., shortest processing
Advanced planning and scheduling
Advanced_planning_and_scheduling
Subfield of computer science and logic
the extensive use of rewriting and "symbolic evaluation". an induction heuristic based the failure of symbolic evaluation. HOL Light Written in OCaml,
Automated_reasoning
Algorithm to find Euclidean shortest paths
far, five main any-angle path planning algorithms that are based on the heuristic search algorithm A* have been developed, all of which propagate information
Any-angle_path_planning
Optimization by removing non-optimal solutions to subproblems
higher-order function. Using a heuristic, find a solution xh to the optimization problem. Store its value, B = f(xh). (If no heuristic is available, set B to
Branch_and_bound
Psychological theory of how thought can arise in two different ways
are two distinct types of processes: heuristic processes and analytic processes. He suggested that during heuristic processes, an individual chooses which
Dual_process_theory
English computer scientist
immune systems (AIS), evolutionary computation and optimisation. She is a professor of computational intelligence at Edinburgh Napier University, editor-in-chief
Emma Hart (computer scientist)
Emma_Hart_(computer_scientist)
Mathematical proof at least partially generated by computer
artificial intelligence approach to discovery in mathematics as heuristic search (PDF) (PhD). AI Lab., Stanford University. STAN-CS-76-570, Heuristic Programming
Computer-assisted_proof
molecules and solids. computational complexity theory A subfield of computational science which focuses on classifying computational problems according to
Glossary_of_computer_science
Computational search for optimal designs
biologically-inspired machine learning, including heuristic search techniques such as evolutionary computation, and swarm intelligence algorithms. To meet the ever-growing
Computer-automated_design
Cognitive heuristic of searching for an acceptable decision
Satisficing is a decision-making strategy or cognitive heuristic that entails searching through the available alternatives until an acceptability threshold
Satisficing
2014 puzzle game
Difference Learning for 2048-like Games". IEEE Transactions on Computational Intelligence and AI in Games. 9 (4): 369–380. arXiv:1606.07374. doi:10.1109/TCIAIG
2048_(video_game)
Algorithm for searching a problem space
H. (2010). "Research Frontier: Memetic Computation - Past, Present & Future". IEEE Computational Intelligence Magazine. 5 (2): 24–36. doi:10.1109/mci
Memetic_algorithm
Belgian scientist and artist (born 1952)
artificial intelligence in Europe who has made contributions to expert systems, behavior-based robotics, artificial life and evolutionary computational linguistics
Luc_Steels
Software environment
HeuristicLab is a software environment for heuristic and evolutionary algorithms, developed by members of the Heuristic and Evolutionary Algorithm Laboratory
HeuristicLab
American computer scientist (1949–2022)
projection. Artificial Intelligence 33, no.3, pp. 379–412 Drew McDermott (1987) A critique of pure reason. Computational Intelligence 3(33), pp. 151–160.
Drew_McDermott
Artificial intelligence project
Cycorp. CycL has a publicly released specification, and dozens of HL (Heuristic Level) modules were described in Lenat and Guha's textbook, but the Cyc
Cyc
is a novel computational paradigm that incorporates the notion of meme(s) as basic units of transferable information encoded in computational representations
Memetic_computing
Function in a computer game-playing program that evaluates a game position
An evaluation function, also known as a heuristic evaluation function or static evaluation function, is a function used by game-playing computer programs
Evaluation_function
Variation of minimax game tree search
"The History Heuristic and Alpha–Beta Search Enhancements in Practice". IEEE Transactions on Pattern Analysis and Machine Intelligence. 11 (11): 1203–12
Negamax
artificial intelligence Computational creativity Computational humor Computational intelligence Computational Intelligence (journal) Computational linguistics
Index_of_robotics_articles
American computer scientist, and Technical Fellow at Microsoft
high-impact contributions to the field of artificial intelligence through the development of computational models of perception, reflection and action, and
Eric_Horvitz
Algorithm for encrypting and decrypting information
incompatibility (help) Ho, Yean Li; Samsudin, Azman; Belaton, Bahari (2005). Heuristic Cryptanalysis of Classical and Modern Ciphers. 2005 13th IEEE International
Cipher
Survey method for crowdsourcing opinions
voting behavior of previous participants so as to maximize consensus. The heuristic determining the ordering of questions highly values showing the comments
Wiki_survey
maximizes the likelihood of the data is computationally expensive. The approach proposed by Brown et al. is a greedy heuristic. The work also suggests use of Brown
Brown_clustering
Branch of machine learning
Dynamics as Sampling: A Model for Stochastic Computation in Recurrent Networks of Spiking Neurons". PLOS Computational Biology. 7 (11) e1002211. Bibcode:2011PLSCB
Deep_learning
Optimization problem
use computational methods that produce approximate solutions, due to the computational complexity of the VRP. These methods are typically heuristic-based
Vehicle_routing_problem
Ability of artificial intelligence to play different games
"Metagame: a new challenge for games and learning" [Heuristic programming in artificial intelligence 3–the third computerolympiad] (PDF). Ellis-Horwood
General_game_playing
Textual anonymisation techniques
Stein, Benno (2019). "Heuristic Authorship Obfuscation". Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics. pp. 1098–1108
Adversarial_stylometry
Computational model used in machine learning
Farley and Clark (1954) used computational machines to simulate a Hebbian network. Other neural networks computational machines were created by Rochester
Neural network (machine learning)
Neural_network_(machine_learning)
Economical computational problem
Nash equilibrium (NE) computation is a class of computational problems in the intersection of game theory and computer science. The input to this problem
Nash_equilibrium_computation
International Conference on Evolutionary Computation Proceedings. IEEE World Congress on Computational Intelligence (Cat. No.98TH8360). pp. 69–73. doi:10
List of metaphor-based metaheuristics
List_of_metaphor-based_metaheuristics
Problem in computer science
to them; it applies equally to any other model of computation that is equivalent in its computational power to Turing machines, such as Markov algorithms
Halting_problem
Clark (1954) were the first to use computational machines to simulate a Hebbian network. Other neural network computational machines were simulated by Nathaniel
History of artificial neural networks
History_of_artificial_neural_networks
COMPUTATIONAL HEURISTIC-INTELLIGENCE
COMPUTATIONAL HEURISTIC-INTELLIGENCE
Girl/Female
Tamil
Meghavini | மேகவிநீ
Intelligence
Meghavini | மேகவிநீ
Girl/Female
Tamil
The Moon, Thought, Prayer, Mind, Decision, Respect, Will decision, Intelligence, Memory
Girl/Female
Tamil
Perceptive or consciousness or life or excellent intelligence, Power of intellect or alert
Girl/Female
Tamil
Manishika | மநிஷிகா
Intelligence
Manishika | மநிஷிகா
Girl/Female
Tamil
Perceptive or consciousness or life or excellent intelligence, Power of intellect or alert
Boy/Male
Tamil
Intelligence
Boy/Male
Tamil
Who born with intelligence
Girl/Female
Tamil
Materialistic knowledge, Top level of intelligence
Girl/Female
Tamil
Perceptive or consciousness or life or excellent intelligence, Power of intellect or alert
Girl/Female
Tamil
Monishka | மோநீஷà¯à®•ாÂ
Intelligence
Monishka | மோநீஷà¯à®•ாÂ
Boy/Male
Tamil
The Moon, Thought, Prayer, Mind, Decision, Respect, Will decision, Intelligence, Memory
Girl/Female
Tamil
Intelligence, A bird
Girl/Female
Tamil
Perception, Intelligence, Life, Vigour
Girl/Female
Tamil
Of intelligence
Girl/Female
Tamil
Manaswini | மநஸà¯à®µà®¿à®¨à¯€
The God of intelligence a light
Manaswini | மநஸà¯à®µà®¿à®¨à¯€
Girl/Female
Tamil
Perceptive or consciousness or life or excellent intelligence, Power of intellect or alert
Girl/Female
Tamil
Intelligence
Girl/Female
Tamil
Perception, Intelligence, Life, Vigour, *, Vigour, Sunflower seed
Girl/Female
Tamil
Materialistic knowledge, Top level of intelligence
Boy/Male
Tamil
Possessing of brilliance and/or intelligence, Soft
COMPUTATIONAL HEURISTIC-INTELLIGENCE
COMPUTATIONAL HEURISTIC-INTELLIGENCE
Surname or Lastname
English
English : occupational name for a hardener of metals or a baker, from an agent derivative of Middle English harde(n); this verb is known to have been used with reference to metals and to heating dough.North German, Frisian, and Danish : from a personal name, Harder, Herder.South German : topographic name or habitational name from any of the places named with Middle High German hart ‘woodland used as pasture’.
Boy/Male
Arabic, Romanian
Variant of Osman
Female
Hebrew
Variant spelling of Hebrew Zakiya, ZAKIAH means "pure."
Surname or Lastname
English
English : nickname for an old or infirm man, from Middle English sprakeling ‘one with creaking legs’ (Old Norse sprakaleggr).
Boy/Male
Hindu, Indian
Winner
Girl/Female
Tamil
Lotus flower
Boy/Male
Gujarati, Hindu, Indian, Kannada, Malayalam, Marathi, Tamil
A Character from the Epic Ramayana; Ravana's Brother
Boy/Male
Gujarati, Hindu, Indian, Kannada, Malayalam, Marathi, Mythological, Sanskrit, Sindhi, Telugu
Lord Shiva
Boy/Male
Arabic, Hindu, Indian, Italian, Muslim
Moon; Lump of Earth
Boy/Male
British, English
From the Lake Forest
COMPUTATIONAL HEURISTIC-INTELLIGENCE
COMPUTATIONAL HEURISTIC-INTELLIGENCE
COMPUTATIONAL HEURISTIC-INTELLIGENCE
COMPUTATIONAL HEURISTIC-INTELLIGENCE
COMPUTATIONAL HEURISTIC-INTELLIGENCE
adv.
In a Hebraistic sense or form.
v. t.
To convert into the Hebrew idiom; to make Hebrew or Hebraistic.
n.
The result of computation; the amount computed.
a.
Alt. of Puristical
n.
Erroneous computation; false reckoning.
a.
Proceeding in computation by twelves; expressed in the scale of twelves.
a.
Alt. of Eristical
n.
The act or process of computing; calculation; reckoning.
n.
Enumeration; computation.
v. t.
To exceed in reckoning or computation.
a.
Pertaining to, or resembling, the Hebrew language or idiom.
a.
Of or pelating to eurite.
a.
Serving to discover or find out.
n.
Reckoning; computation.
a.
Alt. of Juristical
n.
Account; reckoning; computation.
n.
Computation.
n.
An erroneous computation.
a.
Capable of being measured; susceptible of mensuration or computation.
n.
The science of numbers; the art of computation by figures.