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Types of approximate algorithm
Soft computing is an umbrella term used to describe types of algorithms that produce approximate solutions to unsolvable high-level problems in computer
Soft_computing
Computer system simulating intelligence
soft computing techniques, which are used in artificial intelligence on the one hand and computational intelligence on the other. In hard computing (HC)
Computational_intelligence
imprecise information, and are classified as "soft". In the 90s and early 2000s many other soft computing tools were developed and put into use, including
History of artificial intelligence
History_of_artificial_intelligence
French businessman (born 1962)
Management in 1985. During his studies, he co-founded the CRM company Soft Computing with other fellow students and interned at Hewlett-Packard in Paris
François-Henri_Pinault
Integrated circuit technology
Neuromorphic computing is a computing approach inspired by the human brain's structure and function. It uses artificial neurons to perform computations
Neuromorphic_computing
Global publishing company
Springer Science+Business Media, commonly known as Springer, is a German multinational publishing company of books, e-books and peer-reviewed journals
Springer Science+Business Media
Springer_Science+Business_Media
Trial and error problem solvers with a metaheuristic or stochastic optimization character
biological evolution, and a subfield of computational intelligence and soft computing studying these algorithms. In technical terms, they are a family of
Evolutionary_computation
System for reasoning about vagueness
Patil, S. H. (2005). "Soft Computing- A Fuzzy Logic Approach". In Bharati Vidyapeeth College of Engineering (ed.). Soft Computing. Allied Publishers. p
Fuzzy_logic
Academic journal
The Journal of Soft Computing in Civil Engineering is a quarterly peer-reviewed open-access scientific journal covering soft computing applications in
Journal of Soft Computing in Civil Engineering
Journal_of_Soft_Computing_in_Civil_Engineering
Method of solving computing problems
Lateral computing is a lateral thinking approach to solving computing problems. Lateral thinking has been made popular by Edward de Bono. This thinking
Lateral_computing
Cloud computing platform by IBM
dedicated server, managed hosting, and cloud computing provider, founded in 2005 and acquired by IBM in 2013. SoftLayer initially specialized in hosting workloads
IBM_Cloud
Spanish computer scientist
scientist and professor specializing in artificial intelligence and soft computing. He is a full professor at the Public University of Navarre. Bustince
Humberto_Bustince
Iterative simulation method
stability-based adaptive inertia weight for particle swarm optimization". Applied Soft Computing. 38: 281–295. doi:10.1016/j.asoc.2015.10.004. Shi, Y.; Eberhart, R.C
Particle_swarm_optimization
Intelligence in machines
approximation. Soft computing was introduced in the late 1980s and most successful AI programs in the 21st century are examples of soft computing with neural
Artificial_intelligence
Method of mathematical optimization
New Optimization Techniques in Engineering. Studies in Fuzziness and Soft Computing. Vol. 141. doi:10.1007/978-3-540-39930-8. ISBN 978-3-642-05767-0. Chakraborty
Differential_evolution
Type of computer applications
Perceptual computing is an application of Lotfi A. Zadeh's theory of computing with words on the field of assisting people to make subjective judgments
Perceptual_computing
Self-balancing single wheel personal transporter
"Soft computing for the intelligent robust control of a robotic unicycle with a new physical measure for mechanical controllability". Soft Computing.
Electric_unicycle
Azerbaijani scientist (1921–2017)
S2CID 60538650. — (12 July 2012). Computing with Words: Principal Concepts and Ideas. Studies in fuzziness and soft computing. Vol. 277 (2012 ed.). Springer-Verlag
Lotfi_A._Zadeh
Electronic identifier embedded in an audio signal
Approximation", Applications of Soft Computing: From Theory to Praxis, Springer, Series: Advances in Intelligent and Soft Computing, Volume 58/2009, ISBN 978-3-540-89618-0
Audio_watermark
Applied Bionics and Biomechanics Applied Computational Intelligence and Soft Computing Aquaculture Nutrition Archaea Arthritis Autism Research and Treatment
List of Hindawi academic journals
List_of_Hindawi_academic_journals
Emotion modeling in AI
entitled "Affective Computing" and her 1997 book of the same name published by MIT Press. One motivation for researching affective computing is the ability
Affective_computing
Indian computer scientist (born 1950)
hybridization, soft computing, granular mining, and machine intelligence. His work focuses on fuzzy set theory, neuro-fuzzy systems, and rough-fuzzy computing for
Sankar_Kumar_Pal
Methods used to protect cloud-based assets
infrastructure of cloud computing. It is a sub-domain of computer security, network security and, more broadly, information security. Cloud computing and storage
Cloud_computing_security
Algorithm for searching a problem space
Issue on 'Emerging Trends in Soft Computing - Memetic Algorithm' Archived 2011-09-27 at the Wayback Machine, Soft Computing Journal, Completed & In Press
Memetic_algorithm
Microprocessor design embeddable in other computer systems
way to implement massive parallelism in computing and can likewise be applied to in-memory computing. A soft microprocessor and its surrounding peripherals
Soft_microprocessor
Varying application boundaries
Archives for the philosophy and history of soft computing, Issue 1, 2017 [54] Indonesian society for soft computing repository site Vietnam Fuzzy Systems Society
Fuzzy_concept
Mathematical theory
in (f, A). A systematic literature review on soft set theory was published in the journal Neural Computing and Applications in February 2024. One of the
Soft_set
Indian computer scientist
research interests include data science, machine learning, bioinformatics, soft computing and medical imaging. She got recognised as a fellow of IEEE for her
Sushmita_Mitra
Type of artificial neural network
Systems Engineering: Theory and Practice, Studies in Fuzziness and Soft Computing, vol. 181, Germany: Springer Verlag, pp. 53–83, doi:10.1007/11339366_3
Adaptive neuro fuzzy inference system
Adaptive_neuro_fuzzy_inference_system
Branch of mathematics
and Soft Computing, vol. 131, Springer-Verlag Mordeson, J.N., Bhutani, K.R., Rosenfeld, A. (2005) Fuzzy Group Theory. Studies in Fuzziness and Soft Computing
Fuzzy_mathematics
Tunisian-Canadian artificial intelligence scientist and engineer
co-author of Elements of Dimensionality Reduction and Manifold Learning and Soft Computing and Intelligent Systems Design. His work on operational AI has been
Fakhreddine_Karray
optimization tools have several limitations. Therefore, in the framework of soft computing, genetic algorithms (GAs) and genetic programming (GP) methods have
Genetic_fuzzy_systems
Machine learning model for vision processing
grading of meibomian gland dysfunction from infrared images". Applied Soft Computing. 164 112905. doi:10.1016/j.asoc.2024.112905 (inactive 17 October 2025)
Vision_transformer
Indian rivers
using Satellite and Ground Methods" (PDF). International Journal of Soft Computing and Engineering. March 2013. p. 361. ISSN 2231-2307. Archived from the
List_of_major_rivers_of_India
Computational model used in machine learning
images. Unsupervised pre-training and increased computing power from GPUs and distributed computing allowed the use of larger networks, particularly
Neural network (machine learning)
Neural_network_(machine_learning)
Chronological table of metaheuristic algorithms
algorithm and its application for dynamic load-balancing in cluster computing". Cluster Computing. 28 (9): 596. doi:10.1007/s10586-025-05265-5. ISSN 1573-7543
Table_of_metaheuristics
Spanish computer scientist (born 1966)
professor whose research focuses on artificial intelligence, particularly soft computing techniques such as evolutionary algorithms and fuzzy logic, with applications
Francisco_Herrera_Triguero
Evolutionary algorithm with a defined structure
Programming: A novel approach for continuous optimization". Applied Soft Computing. 12 (6): 1693–1707. doi:10.1016/j.asoc.2012.02.002. ISSN 1568-4946.
Evolutionary_programming
Informal fallacy that the way one sees the world reflects the way the world really is
Theoretical Advances and Applications of Fuzzy Logic and Soft Computing. Advances in Soft Computing. Vol. 42. Berlin, Heidelberg: Springer Berlin Heidelberg
Mind_projection_fallacy
Yooreeka is a library for data mining, machine learning, soft computing, and mathematical analysis. The project started with the code of the book "Algorithms
Yooreeka
Azerbaijani computer scientist
and Application of Fuzzy Systems and Soft Computing — ICAFS-2018, Advances in Intelligent Systems and Computing, vol. 896, Cham: Springer International
Latafat_Gardashova
Computing by new or unusual methods
Unconventional computing (also known as alternative computing or nonstandard computation) is computing by any of a wide range of new or unusual methods
Unconventional_computing
Approach to artificial intelligence
identify the fuzzy rules. Jang, Sun, Mizutani (1997) - Neuro-Fuzzy and Soft Computing - Prentice Hall, p. 335-368, ISBN 0-13-261066-3 Y. Jin (2000). Fuzzy
Neuro-fuzzy
using Satellite and Ground Methods" (PDF). International Journal of Soft Computing and Engineering. March 2013. p. 361. ISSN 2231-2307. Archived from the
List_of_rivers_of_India
Research on Soft Computing and Nature-Inspired Algorithms, he examined the intersection of soft computing and nature-inspired computing, showing applications
Atulya_Nagar
American security company
Fathey; Mohammed, Errais (October 19, 2020). Advances on Smart and Soft Computing: Proceedings of ICACIn 2020. Springer Nature. ISBN 978-981-15-6048-4
Censys
Software agent which acts autonomously
2020. Bull, Larry (1999). "On model-based evolutionary computation". Soft Computing. 3 (2): 76–82. doi:10.1007/s005000050055. S2CID 9699920. Mishra, Vivek
Intelligent_agent
"Using fuzzy inference system for architectural space analysis". Applied Soft Computing 10 (3): 926–937. doi:10.1016/j.asoc.2009.10.011 Hillier, Bill and Hanson
Fuzzy architectural spatial analysis
Fuzzy_architectural_spatial_analysis
American fabless semiconductor company
California, and operates as an independent subsidiary of SoftBank Group since November 2025. Ampere Computing was founded in fall 2017 by Renée James, ex-President
Ampere_Computing
using Satellite and Ground Methods" (PDF). International Journal of Soft Computing and Engineering. March 2013. p. 361. ISSN 2231-2307. Archived from the
List of rivers of India by discharge
List_of_rivers_of_India_by_discharge
List of concepts in artificial intelligence
affective computing The study and development of systems and devices that can recognize, interpret, process, and simulate human affects. Affective computing is
Glossary of artificial intelligence
Glossary_of_artificial_intelligence
Software that systematically browses the World Wide Web
(2002). Balancing volume, quality and freshness in Web crawling. In Soft Computing Systems – Design, Management and Applications, pages 565–572, Santiago
Web_crawler
Unicode character
In computing and typesetting, a soft hyphen (U+00AD SOFT HYPHEN (­)), syllable hyphen, or discretionary hyphen is a code point reserved in some coded
Soft_hyphen
Italian mathematician (born 1935)
University La Sapienza, Roma. He has been Guest Editor of special issues of Soft Computing in 1999 and of Annals of Mathematics and Artificial Intelligence in
Romano_Scozzafava
numbers. Fuzzy set Lotfi Zadeh Perceptual computing Type-2 fuzzy sets and systems L. A. Zadeh, “Fuzzy logic = computing with words,” IEEE Trans. on Fuzzy Systems
Computing with words and perceptions
Computing_with_words_and_perceptions
Database on corporate entities
(extended)", Intelligent Information Processing and Web Mining, Advances in Soft Computing, Berlin/Heidelberg: Springer-Verlag, pp. 269–278, doi:10.1007/3-540-32392-9_28
OpenCorporates
Italian researcher in evolutionary computing
received the Cajastur International Prize for Soft Computing, awarded by the European Centre for Soft Computing; and in 2015 he received the IEEE Frank Rosenblatt
Marco_Dorigo
List of scholarly journals in civil engineering
Regions Engineering Journal of Computing in Civil Engineering Journal of Infrastructure Systems Journal of Soft Computing in Civil Engineering Journal of
List of civil engineering journals
List_of_civil_engineering_journals
Military training aircraft
(FRIM) to the military advanced training aircraft selection". Applied Soft Computing. 88 106061. doi:10.1016/j.asoc.2020.106061. "TUSAŞ'tan tarihi imza:
Leonardo_M-346
Artificial Intelligence (DECSAI). He was one of the founding members of the Soft Computing and Intelligent Information Systems research group (SCI2S), created
Enrique_Herrera_Viedma
Method in natural language processing
"A Neural Probabilistic Language Model". Studies in Fuzziness and Soft Computing. Vol. 194. Springer. pp. 137–186. doi:10.1007/3-540-33486-6_6. ISBN 978-3-540-30609-2
Word_embedding
on soft computing, granular computing and their roles in the conception, design and utilization of information/intelligent systems. Soft Computing, 1998
Cognitive_city
Subset of evolutionary computation
with Evolutionary Algorithms". Introduction to Evolutionary Computing. Natural Computing Series (2nd ed.). Berlin, Heidelberg: Springer. pp. 147–163.
Evolutionary_algorithm
(2018). The Concept of Stratification and Future Applications. Applied Soft Computing. Asadabadi, M. R., Saberi, M., & Chang, E. (2017, July). Logistic informatics
Concept_of_Stratification
Overview of and topical guide to computer science
system for computer science is the ACM Computing Classification System devised by the Association for Computing Machinery. Computer science can be described
Outline_of_computer_science
Study and process of exploring, creating, and delivering value to customers
Ismael; Rabanal, Pablo; Rubio, Fernando (2017). "Business Hacks". Applied Soft Computing. 55 (June 2017): 178–196. doi:10.1016/j.asoc.2017.01.036. Chaffey, Dave;
Marketing
Type of cognitive map
"Fuzzy Cognitive Maps for Artificial Emotions Forecasting". Applied Soft Computing. 12 (2): 3704–3710. doi:10.1016/j.asoc.2012.01.015. Salmeron, Jose L
Fuzzy_cognitive_map
Mathematical framework to model epistemic uncertainty
Dempster-Shafer theory of belief functions. Studies in fuzziness and soft computing. Berlin: Springer. ISBN 978-3-540-44792-4. Zadeh, L. (1979). On the
Dempster–Shafer_theory
International Symposium on Distributed Computing and Artificial Intelligence 2008 (DCAI 2008). Advances in Soft Computing. Vol. 50. Springer Berlin / Heidelberg
J2K-Codec
AI whose outputs can be understood by humans
Fuzzy Logic and Multi-criteria Decision Tools. Studies in Fuzziness and Soft Computing. Vol. 408. doi:10.1007/978-3-030-72280-7. ISBN 978-3-030-72279-1. ISSN 1434-9922
Explainable artificial intelligence
Explainable_artificial_intelligence
Assayag G., Dubnov S., Using Factor Oracles for Machine Improvisation. Soft Computing - A Fusion of Foundations, Methodologies and Applications. 2004-09-01
Factor_oracle
Partners". Marketing Intelligent Systems Using Soft Computing. Studies in Fuzziness and Soft Computing. Vol. 258. pp. 1–8. doi:10.1007/978-3-642-15606-9_1
Artificial intelligence in marketing
Artificial_intelligence_in_marketing
Nonparametric measure of rank correlation
Applications for the Analysis of Data Populations. Studies in Fuzziness and Soft Computing. Vol. 151. Berlin Heidelberg New York: Springer Verlag. ISBN 978-3-540-21120-4
Spearman's rank correlation coefficient
Spearman's_rank_correlation_coefficient
Software where several measurements are processed together
seen as soft sensors include Kalman filters. More recent implementations of soft sensors use neural networks or fuzzy computing. Examples of soft sensor
Soft_sensor
Bird nests made out of solidified swiftlet saliva, harvested for human consumption
Analysis and Its Application to Edible Bird Nest Farming" (PDF). Applied Soft Computing. 49: 734–747. doi:10.1016/j.asoc.2016.08.043. Hun, Lee Ting; Wani, Waseem
Edible_bird's_nest
International Conference on Computational Sciences-Modelling, Computing and Soft Computing (CSMCS 2020). Vol. 2336. p. 030001. doi:10.1063/5.0045709. S2CID 234179145
Nek5000
Group of spatially dispersed and dedicated sensors
optimization in wireless sensor networks: an island-model framework". Soft Computing. 17 (12): 2257–2277. arXiv:1810.02679. Bibcode:2018arXiv181002679I.
Wireless_sensor_network
Competitive algorithm for searching a problem space
Evolutionary computing Metaheuristics Stochastic optimization Optimization Evolutionary algorithms is a sub-field of evolutionary computing. Evolution strategies
Genetic_algorithm
Extension of SQL
Knowledge Management in Fuzzy Databases. Studies in Fuzziness and Soft Computing. Vol. 39. pp. 171–190. doi:10.1007/978-3-7908-1865-9_11. ISBN 978-3-7908-2467-4
SQLf
Counterexample to the converse of the intermediate value theorem
(February 2016). "Graphs of real functions with pathological behaviors". Soft Computing. 11: 5–6. arXiv:1602.07555. Bibcode:2016arXiv160207555B. "Conway Base-13
Conway's_base_13_function
System of logic in computer science
Fuzzy control system Fuzzy logic Fuzzy set Granular computing Perceptual Computing Rough set Soft set Vagueness Random-fuzzy variable L. A. Zadeh, "The
Type-2_fuzzy_sets_and_systems
Retrieved 24 July 2007. Zadeh, Lotfi A., "Fuzzy Logic, Neural Networks, and Soft Computing," Communications of the ACM, March 1994, Vol. 37 No. 3, pages 77-84
Timeline of artificial intelligence
Timeline_of_artificial_intelligence
Multiple-criteria decision analysis method
Priority Approach (OPA) in Multiple Attribute Decision-Making". Applied Soft Computing. 86 105893. doi:10.1016/j.asoc.2019.105893. S2CID 209928171. Sotoudeh-Anvari
Ordinal_priority_approach
"A survey on soft Biometrics and their application in person recognition at a distance". 2015 International Conference on Soft-Computing and Networks
Soft_biometrics
IEEE standard for describing a fuzzy logic system
Systems". On the Power of Fuzzy Markup Language. Studies in Fuzziness and Soft Computing. Vol. 296. pp. 3–15. doi:10.1007/978-3-642-35488-5_1. ISBN 978-3-642-35487-8
IEEE_1855
Motivation", in Methodologies for the conception, design and application of soft computing, World Scientific, pp. 271– 274, 1998. P. P. Angelov, "Evolving Fuzzy
Evolving_intelligent_system
Variation in the time intervals between heartbeats
device for stress monitoring using wearable sensors and soft computing algorithms". Neural Computing and Applications. 32 (11): 7515–7537. doi:10.1007/s00521-019-04278-7
Heart_rate_variability
(November 18, 2019). "Systemic shock propagation in a complex system". Soft Computing. 24 (18): 13667–13685. doi:10.1007/s00500-019-04466-6. v t e v t e
Systemic_shock
Corporate task of optimizing the existing resources in a company
(eds.). Frontiers in Computer Education. Advances in Intelligent and Soft Computing. Vol. 133. Berlin, Heidelberg: Springer Berlin Heidelberg. pp. 1141–1148
Enterprise_resource_planning
training data. Synthesis of Vegetation Indices Using Genetic Programming A soft computing approach for selecting and combining spectral bands DeepIndices: Remote
Vegetation_index
Non-Classical Logic, 1982–1991. Journal of Multiple-Valued Logic and Soft Computing, 1994 ff. Journal of Philosophical Logic, Toronto- Dordrecht 1972 ff
List_of_logic_journals
Sets whose elements have degrees of membership
Fuzzy Relations. Proceedings of the 6th International Conference on Soft Computing. Iizuka, Japan. pp. 353–360. CiteSeerX 10.1.1.32.8117. {{cite conference}}:
Fuzzy_set
Rough fuzzy hybridization is a method of hybrid intelligent system or soft computing, where Fuzzy set theory is used for linguistic representation of patterns
Rough_fuzzy_hybridization
optimization problems that are fast to compute, but when the number of behavioural parameters increases the time usage for computing such a performance landscape
Meta-optimization
Suzy Soft Suzy Soft Suzy Soft Suzy Soft "Montana Jones II". Spectrum Computing. "Cygnus: Alpha". Spectrum Computing. "No Future". Spectrum Computing. Spectrum
List_of_ZX_Spectrum_games
algorithms and support vector machine for high-dimensional data". Applied Soft Computing. 68: 669–676. doi:10.1016/j.asoc.2018.01.011. S2CID 49319913. Wagh MB
Lion_algorithm
Recurrent neural network architecture
Exchange Currency Rate Prediction using a GRU-LSTM Hybrid Network". Soft Computing Letters. 3 100009. doi:10.1016/j.socl.2020.100009. ISSN 2666-2221. Martin
Long_short-term_memory
Italian scientist and electrical engineer
Computers (since 2014), the IEEE Transactions on Cloud Computing (since 2016), and Soft Computing (Springer, since 2011). He served as associate editor
Vincenzo_Piuri
computing from 2020 to the present. For narratives explaining the overall developments, see the history of computing. Significant events in computing
Timeline of computing 2020–present
Timeline_of_computing_2020–present
Educational software organization
The Minnesota Educational Computing Consortium (later Corporation), most commonly known as MECC, was an organization founded in 1973 for the purpose of
MECC
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SOFT COMPUTING
SOFT COMPUTING
Girl/Female
Hindu
Soft
Girl/Female
Greek
Wise.
Surname or Lastname
English
English : perhaps a respelling of Salt.
Girl/Female
Australian, Finnish, French, German, Greek, Japanese, Swedish
Wise; Wisdom
Boy/Male
Tamil
Soft
Girl/Female
Tamil
Soft
Female
Egyptian
, the goddess of writing.
Boy/Male
American, British, English
From the Small Farm
Girl/Female
Indian
Soft
Surname or Lastname
English
English : from Middle English lofte ‘upper chamber’, ‘attic’, possibly bestowed on a household servant who worked in an upper chamber, or used in the same sense as Loftus.Danish : habitational name from a place called Loft.
Girl/Female
Hindu, Indian
Very Soft; Soft Minded
Female
Spanish
Spanish form of Greek Sophia, SOFÃA means "wisdom."
Surname or Lastname
English
English : habitational name from any of the various places, for example in Cambridgeshire, Lincolnshire, Norfolk, and Warwickshire, named in Old Norse with topt, Old Danish toft ‘curtilage’, ‘site’, ‘homestead’.Scandinavian : habitational name from any of several farmsteads or place names derived from Old Norse topt ‘curtilage’, ‘site’, ‘homestead’.
Girl/Female
Tamil
Soft
Boy/Male
Arabic, Muslim
Good Habit; Plus Point; Speciality
Girl/Female
Tamil
Soft
Girl/Female
Tamil
Soft
Girl/Female
Tamil
Soft
Boy/Male
Muslim
Good habit, Plus point
Boy/Male
Indian
Good habit, Plus point
SOFT COMPUTING
SOFT COMPUTING
SOFT COMPUTING
SOFT COMPUTING
SOFT COMPUTING
SOFT COMPUTING
SOFT COMPUTING
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