From ba3cadb4e0e6cb270cba3241fe43b9b893c8528c Mon Sep 17 00:00:00 2001 From: "Wesley R. Elsberry" Date: Mon, 17 Nov 2025 12:36:18 -0500 Subject: [PATCH] Initial paper Makefile and references --- paper/Makefile | 64 ++++ paper/references.bib | 861 +++++++++++++++++++++++++++++++++++++++++++ 2 files changed, 925 insertions(+) create mode 100644 paper/Makefile create mode 100644 paper/references.bib diff --git a/paper/Makefile b/paper/Makefile new file mode 100644 index 0000000..b62e3d8 --- /dev/null +++ b/paper/Makefile @@ -0,0 +1,64 @@ +# ============================================================ +# Makefile for Operational-Premise Taxonomy (OPT) +# Builds: arXiv (article), IEEE, ACM, Kaobook +# Author: Wesley R. Elsberry +# ============================================================ + +LATEXMK := $(shell command -v latexmk 2>/dev/null) +PDFLATEX := pdflatex +BIBTEX := bibtex + +ARXIV = main +IEEE = main_ieee +ACM = main_acm +KAO = main_kaobook + +ALLPDF = $(ARXIV).pdf $(IEEE).pdf $(ACM).pdf $(KAO).pdf + +.PHONY: all arxiv ieee acm kaobook clean distclean help + +# ------------------------------------------------------------ +# Top-level build targets +# ------------------------------------------------------------ +all: $(ALLPDF) + +arxiv: $(ARXIV).pdf +ieee: $(IEEE).pdf +acm: $(ACM).pdf +kaobook: $(KAO).pdf + +# ------------------------------------------------------------ +# Pattern rule for building PDFs +# ------------------------------------------------------------ +ifeq ($(LATEXMK),) +# --- Fallback to manual build sequence +%.pdf: %.tex references.bib + $(PDFLATEX) -interaction=nonstopmode $* + $(BIBTEX) $* || true + $(PDFLATEX) -interaction=nonstopmode $* + $(PDFLATEX) -interaction=nonstopmode $* +else +# --- Preferred build with latexmk +%.pdf: %.tex references.bib + latexmk -pdf -interaction=nonstopmode -halt-on-error $< +endif + +# ------------------------------------------------------------ +# Cleanup targets +# ------------------------------------------------------------ +clean: + @rm -f *.aux *.bbl *.blg *.log *.out *.toc *.lof *.lot *.nav *.snm *.fls \ + *.fdb_latexmk *.run.xml *.bcf *.synctex.gz *.tdo *.dvi *.ps + +distclean: clean + @rm -f $(ALLPDF) + +help: + @echo "Usage:" + @echo " make all # build all versions (default)" + @echo " make arxiv # build main.pdf (arXiv/preprint)" + @echo " make ieee # build main_ieee.pdf" + @echo " make acm # build main_acm.pdf" + @echo " make kaobook # build main_kaobook.pdf" + @echo " make clean # remove aux files" + @echo " make distclean # remove aux + PDFs" diff --git a/paper/references.bib b/paper/references.bib new file mode 100644 index 0000000..bf364fd --- /dev/null +++ b/paper/references.bib @@ -0,0 +1,861 @@ +@book{AIMA4, + author = {Russell, Stuart Jonathan and Norvig, Peter}, + title = {{Artificial Intelligence: A Modern Approach}}, + year = {2020}, + month = apr, + isbn = {978-0-13461099-3}, + publisher = {Pearson}, + address = {London, England, UK}, + url = {https://books.google.com/books/about/Artificial_Intelligence.html?id=koFptAEACAAJ} +} + +@book{AIMA4_AI, + author = {Stuart J. Russell and Peter Norvig}, + title = {Artificial Intelligence: A Modern Approach}, + edition = {4th}, + year = {2020}, + publisher = {Pearson}, + isbn = {978-0134610993}, + url = {https://aima.cs.berkeley.edu/}, + bibsource = {ChatGPT}, + eval = {} +} + +@article{Bittner1963, + author = {Bittner, L.}, + title = {{L. S. Pontryagin, V. G. Boltyanskii, R. V. Gamkrelidze, E. F. Mishechenko, The Mathematical Theory of Optimal Processes. VIII + 360 S. New York/London 1962. John Wiley {\&} Sons. Preis 90/{\textendash}}}, + journal = {Zamm-zeitschrift Fur Angewandte Mathematik Und Mechanik}, + year = {1963}, + url = {https://www.semanticscholar.org/paper/L.-S.-Pontryagin%2C-V.-G.-Boltyanskii%2C-R.-V.-E.-F.-of-Bittner/7984b664bdfc1828050d1cb1a06d164a5fe64dd8} +} + +@article{Brown2020Dec, + author = {Brown, Richard E.}, + title = {{Donald O. Hebb and the Organization of Behavior: 17 years in the writing}}, + journal = {Molecular Brain}, + volume = {13}, + number = {1}, + year = {2020}, + month = dec, + issn = {1756-6606}, + publisher = {Springer Nature}, + doi = {10.1186/s13041-020-00567-8}, + abstract = {The Organization of Behavior has played a significant part in the development of behavioural neuroscience for the +last 70 years. This book introduced the concepts of the “Hebb synapse”, the “Hebbian cell assembly”and the “Phase +sequence”. The most frequently cited of these is the Hebb synapse, but the cell assembly may be Hebb’s most +important contribution. Even after 70 years, Hebb’s theory is still relevant because it is a general framework for +relating behavior to synaptic organization through the development of neural networks. The Organization of +Behavior was Hebb’s 40th publication. His first published papers in 1937 were on the innate organization of the +visual system and he first used the phrase “the organization of behavior”in 1938. However, Hebb wrote a number +of unpublished papers between 1932 and 1945 in which he developed the ideas published in The Organization of +Behavior. Thus, the concept of the neural organization of behavior was central to Hebb’s thinking from the +beginning of his academic career. But his thinking about the organization of behavior in 1949 was different from +what it was between 1932 and 1937. This paper examines Hebb’s early ideas on the neural basis of behavior and +attempts to trace the rather arduous series of steps through which he developed these ideas into the book that +was published as The Organization of Behavior. Using the 1946 typescript and Hebb’s correspondence we can see a +number of changes made in the book before it was published. Finally, a number of issues arising from the book, +and the importance of the book today are discussed.} +} + +@book{CIBook, + author = {Fogel, David B. and Liu, Derong and Keller, James M.}, + title = {{Fundamentals of Computational Intelligence}}, + journal = {Wiley Online Library}, + year = {2016}, + month = jun, + isbn = {978-1-11921434-2}, + doi = {10.1002/9781119214403} +} + +@book{CI_book, + author = {Ognjen Kukolj}, + title = {Fundamentals of Computational Intelligence: Neural Networks, Fuzzy Systems, and Evolutionary Computation}, + year = {2016}, + publisher = {Wiley}, + doi = {10.1002/9781119093306}, + isbn = {9781119093269} +} + +@book{CI_survey, + author = {James M. Keller and Derong Liu and David B. Fogel}, + title = {Fundamentals of Computational Intelligence: Fuzzy, Neural, and Evolutionary Computation}, + year = {2016}, + publisher = {IEEE Press / Wiley}, + isbn = {9781119214350} +} + +@book{CIbook_AI, + author = {Ognjen Kukolj}, + title = {Fundamentals of Computational Intelligence: Neural Networks, Fuzzy Systems, and Evolutionary Computation}, + year = {2016}, + publisher = {Wiley}, + doi = {10.1002/9781119093306}, + isbn = {9781119093269}, + bibsource = {ChatGPT}, + eval = {Messed up: author; Correct: title, year, publisher; Discrepant: isbn, doi} +} + +@book{CIsurvey, + author = {James M. Keller and Derong Liu and David B. Fogel}, + title = {Fundamentals of Computational Intelligence: Fuzzy, Neural, and Evolutionary Computation}, + year = {2016}, + publisher = {IEEE Press / Wiley}, + bibsource = {ChatGPT}, + isbn = {9781119214350} +} + +@misc{CLIPS, + author = {{NASA/JSC}}, + title = {CLIPS: C Language Integrated Production System}, + year = {1986}, + howpublished = {\url{https://www.clipsrules.net/}}, + bibsource = {ChatGPT}, + +} + +@article{CarpenterGrossberg1987ART1, + author = {Gail A. Carpenter and Stephen Grossberg}, + title = {ART 1: Self-Organizing Pattern Recognition with a Stability-Plasticity Dilemma}, + journal = {Neural Networks}, + year = {1987}, + volume = {1}, + number = {1}, + pages = {71--102}, + doi = {10.1016/0893-6080(88)90020-3}, + bibsource = {ChatGPT} + +} + +@article{CarpenterGrossberg1987ART2, + author = {Gail A. Carpenter and Stephen Grossberg}, + title = {ART 2: Self-Organization of Stable Category Recognition Codes for Analog Input Patterns}, + journal = {Applied Optics}, + year = {1987}, + volume = {26}, + number = {23}, + pages = {4919--4930}, + doi = {10.1364/AO.26.004919}, + bibsource = {ChatGPT} +} + +@article{Dasgupta1999AIS, + author = {Dipankar Dasgupta}, + title = {An Overview of Artificial Immune Systems and Their Applications}, + journal = {Proceedings of GECCO Workshop on Artificial Immune Systems and Their Applications}, + year = {1999} +} + +@book{DeCastroTimmis2002Book, + author = {Leandro N. de Castro and Jamie Timmis}, + title = {Artificial Immune Systems: A New Computational Intelligence Approach}, + publisher = {Springer}, + series = {Natural Computing Series}, + year = {2002}, + isbn = {978-1-85233-594-6} +} + +@article{DeCastroVonZuben2001aiNet, + author = {Leandro N. de Castro and Fernando J. Von Zuben}, + title = {The aiNet: An Artificial Immune Network for Data Analysis}, + journal = {Proceedings of ICANN (LNCS)}, + year = {2001}, + volume = {2130}, + pages = {395--404}, + publisher = {Springer}, + doi = {10.1007/3-540-44668-0_58} +} + +@article{DeCastroVonZuben2002Clonal, + author = {Leandro N. de Castro and Fernando J. Von Zuben}, + title = {Learning and Optimization Using the Clonal Selection Principle}, + journal = {IEEE Transactions on Evolutionary Computation}, + year = {2002}, + volume = {6}, + number = {3}, + pages = {239--251}, + doi = {10.1109/TEVC.2002.1011539} +} + +@article{EFSTaxonomy, + author = {Oscar Cord{\'o}n and Francisco Herrera and Roberto Alcal{\'a} and Luis Magdalena}, + title = {Revisiting Evolutionary Fuzzy Systems: Taxonomy, Applications, and Challenges}, + journal = {Knowledge-Based Systems}, + volume = {80}, + pages = {109--121}, + year = {2015}, + doi = {10.1016/j.knosys.2015.01.013}, + bibsource = {ChatGPT} +} + +@misc{EUAIAct, + title = {Regulation (EU) 2024/1689 of the European Parliament and of the Council on Artificial Intelligence (AI Act)}, + howpublished = {Official Journal of the European Union, 12 July 2024}, + year = {2024}, + url = {https://eur-lex.europa.eu/eli/reg/2024/1689/oj}, + bibsource = {ChatGPT} +} + +% --- Textbooks & Surveys + +@misc{EUAnnex, + author = {{European Parliament and Council of the European Union}}, + title = {Artificial Intelligence Act -- Annex~I: Artificial Intelligence Techniques and Approaches}, + year = {2023}, + howpublished = {\url{https://artificialintelligenceact.eu/annex-i-artificial-intelligence-techniques-and-approaches/}}, + note = {Consolidated explanatory version accessed 2025-11-11}, + bibsource = {ChatGPT} +} + +@misc{EU_AI_Act, + title = {Regulation (EU) 2024/1689 of the European Parliament and of the Council on Artificial Intelligence (AI Act)}, + howpublished = {Official Journal of the European Union, 12 July 2024}, + year = {2024}, + url = {https://eur-lex.europa.eu/eli/reg/2024/1689/oj} +} + +% --- Textbooks & Surveys + + +@article{FarmerPerelson1986, + author = {J. Doyne Farmer and Norman H. Packard and Alan S. Perelson}, + title = {The immune system, adaptation, and machine learning}, + journal = {Physica D: Nonlinear Phenomena}, + year = {1986}, + volume = {22}, + number = {1-3}, + pages = {187--204}, + doi = {10.1016/0167-2789(86)90240-X} +} + +@inproceedings{Forrest1994NSA, + author = {Stephanie Forrest and Alan S. Perelson and Lawrence Allen and Rajesh Cherukuri}, + title = {Self–Nonself Discrimination in a Computer}, + booktitle = {Proceedings of the 1994 IEEE Symposium on Security and Privacy}, + year = {1994}, + pages = {202--212}, + doi = {10.1109/SECPRI.1994.305366} +} + +@incollection{Franch2010Istar, + author = {Xavier Franch and Lidia L{\'o}pez and Carlos Cares and Daniel Colomer}, + title = {The i* Framework for Goal-Oriented Modeling}, + booktitle = {Domain Engineering: Product Lines, Languages, and Conceptual Models}, + editor = {Iraide {Elorza} and others}, + publisher = {Springer}, + series = {Lecture Notes in Computer Science}, + volume = {dn}, + year = {2010}, + pages = {1--33}, + url = {https://core.ac.uk/download/pdf/46175391.pdf} +} + + +@article{FuzzySurvey, + author = {Alcala-Fdez, Jesus and Alonso, Jose M.}, + title = {{A Survey of Fuzzy Systems Software: Taxonomy, Current Research Trends and Prospects}}, + journal = {IEEE Trans. Fuzzy Syst.}, + volume = {24}, + number = {1}, + pages = {40--56}, + year = {2016}, + month = feb, + issn = {1063-6706}, + publisher = {IEEE (Institute of Electrical and Electronics Engineers)}, + doi = {10.1109/TFUZZ.2015.2426212} +} + +@article{FuzzySurvey-AI-badcite, + author = {Jes{\'u}s Alcal{\'a}-Fdez and Jos{\'e} M. Alonso}, + title = {A Survey of Fuzzy Systems Software: Taxonomy, Trends, and Prospects}, + journal = {Information Sciences}, + volume = {377}, + pages = {233--257}, + year = {2017}, + doi = {10.1016/j.ins.2016.10.040}, + bibsource = {ChatGPT}, + eval = {Wrong journal, year, volume, pages} +} + +@inproceedings{Greensmith2005DCA, + author = {Julie Greensmith and Uwe Aickelin and Steve Cayzer}, + title = {Introducing Dendritic Cells as a Novel Immune-Inspired Algorithm for Anomaly Detection}, + booktitle = {ICARIS 2005: Artificial Immune Systems}, + series = {LNCS}, + volume = {3627}, + pages = {153--167}, + publisher = {Springer}, + year = {2005}, + doi = {10.1007/11536444_12} +} + +@article{Greensmith2007DCA, + author = {Julie Greensmith and Uwe Aickelin and Jamie Twycross}, + title = {Articulation and Clarification of the Dendritic Cell Algorithm}, + journal = {Proceedings of ICARIS}, + year = {2006} +} + +@article{Grossberg1976InstarOutstar, + author = {Stephen Grossberg}, + title = {Adaptive Pattern Classification and Universal Recoding}, + journal = {Biological Cybernetics}, + year = {1976}, + volume = {23}, + pages = {121--134}, + doi = {10.1007/BF00344744}, + bibsource = {ChatGPT} +} + +@article{Hart1968AStar, + author = {Peter E. Hart and Nils J. Nilsson and Bertram Raphael}, + title = {A Formal Basis for the Heuristic Determination of Minimum Cost Paths}, + journal = {IEEE Transactions on Systems Science and Cybernetics}, + year = {1968}, + volume = {4}, + number = {2}, + pages = {100--107}, + doi = {10.1109/TSSC.1968.300136}, + bibsource = {ChatGPT} +} + +@book{Hebb1949, + author = {Hebb, Donald Olding}, + title = {{The Organization of Behavior: A Neuropsychological Theory}}, + year = {1949}, + isbn = {978-0-47136727-7}, + publisher = {Wiley}, + address = {Hoboken, NJ, USA}, + url = {https://books.google.com/books/about/The_Organization_of_Behavior.html?id=dZ0eDiLTwuEC} +} + +@article{Hebb1949_AI, + author = {Donald O. Hebb}, + title = {The Organization of Behavior: A Neuropsychological Theory}, + journal = {Wiley}, + year = {1949}, + bibsource = {ChatGPT} +} + +@article{HintonSejnowski1985BM, + author = {Geoffrey E. Hinton and Terrence J. Sejnowski}, + title = {Learning and Relearning in {B}oltzmann Machines}, + journal = {Parallel Distributed Processing}, + year = {1986}, + volume = {1}, + pages = {282--317}, + bibsource = {ChatGPT} +} + +@book{Holland1975Adaptation, + author = {John H. Holland}, + title = {Adaptation in Natural and Artificial Systems}, + year = {1975}, + publisher = {University of Michigan Press}, + bibsource = {ChatGPT} +} + +@article{HopfieldTank1985TSP, + author = {John J. Hopfield and David W. Tank}, + title = {``Neural'' Computation of Decisions in Optimization Problems}, + journal = {Biological Cybernetics}, + year = {1985}, + volume = {52}, + pages = {141--152}, + doi = {10.1007/BF00339943}, + bibsource = {ChatGPT} +} + +@standard{ISO22989, + title = {Information technology — Artificial intelligence — Concepts and terminology}, + organization = {ISO/IEC}, + number = {ISO/IEC 22989:2022}, + year = {2022}, + url = {https://www.iso.org/standard/74296.html}, + bibsource = {ChatGPT} +} + +@standard{ISO23053, + title = {Framework for Artificial Intelligence (AI) Systems Using Machine Learning (ML)}, + organization = {ISO/IEC}, + number = {ISO/IEC 23053:2022}, + year = {2022}, + url = {https://www.iso.org/standard/74438.html}, + bibsource = {ChatGPT}, + eval = {TBD} + +} + +@article{Kalman1960, + author = {Kalman, R. E.}, + title = {{A New Approach to Linear Filtering and Prediction Problems}}, + journal = {J. Basic Eng.}, + volume = {82}, + number = {1}, + pages = {35--45}, + year = {1960}, + month = mar, + issn = {0021-9223}, + publisher = {American Society of Mechanical Engineers Digital Collection}, + doi = {10.1115/1.3662552} +} + +@article{Kalman1960_AI, + author = {R. E. Kalman}, + title = {A New Approach to Linear Filtering and Prediction Problems}, + journal = {Journal of Basic Engineering}, + volume = {82}, + number = {1}, + pages = {35--45}, + year = {1960}, + doi = {10.1115/1.3662552}, + bibsource = {ChatGPT}, + eval = {Basic info and DOI correct, lacked month and publisher fields} + + +} + +@inproceedings{KennedyEberhart1995PSO, + author = {James Kennedy and Russell Eberhart}, + title = {Particle Swarm Optimization}, + booktitle = {Proceedings of IEEE International Conference on Neural Networks}, + year = {1995}, + pages = {1942--1948}, + doi = {10.1109/ICNN.1995.488968}, + bibsource = {ChatGPT}, + eval = {} +} + +@article{KnillPouget2004, + author = {Knill, David C. and Pouget, Alexandre}, + title = {{The Bayesian brain: the role of uncertainty in neural coding and computation}}, + journal = {Trends Neurosci.}, + volume = {27}, + number = {12}, + pages = {712--719}, + year = {2004}, + month = dec, + issn = {0166-2236}, + publisher = {Elsevier Current Trends}, + doi = {10.1016/j.tins.2004.10.007} +} + +@article{KnillPouget2004_AI, + author = {David C. Knill and Alexandre Pouget}, + title = {The Bayesian brain: the role of uncertainty in neural coding and computation}, + journal = {Trends in Neurosciences}, + volume = {27}, + number = {12}, + pages = {712--719}, + year = {2004}, + doi = {10.1016/j.tins.2004.10.007}, + eval = {Basic info and DOI correct, missing month and publisher}, + bibsource = {ChatGPT}, + eval = {} +} + +@book{Koza1992GP, + author = {John R. Koza}, + title = {Genetic Programming: On the Programming of Computers by Means of Natural Selection}, + year = {1992}, + publisher = {MIT Press}, + isbn = {978-0262111706}, + bibsource = {ChatGPT}, + eval = {} +} + +@article{Mamdani1975FLC, + author = {Ebrahim H. Mamdani}, + title = {An Experiment in Linguistic Synthesis with a Fuzzy Logic Controller}, + journal = {International Journal of Man-Machine Studies}, + year = {1975}, + volume = {7}, + number = {1}, + pages = {1--13}, + doi = {10.1016/S0020-7373(75)80002-2}, + bibsource = {ChatGPT}, + eval = {} +} + +@inproceedings{McDermott1982XCON, + author = {John McDermott}, + title = {R1 (XCON) at {D}igital {E}quipment {C}orporation}, + booktitle = {Proceedings of AAAI}, + year = {1982}, + bibsource = {ChatGPT}, + eval = {} +} + +@techreport{NISTAI2001, + author = {Theofanos, Mary Frances and Choong, Yee-Yin and Jensen, Theodore}, + title = {{AI Use Taxonomy: A Human-Centered Approach}}, + journal = {NIST}, + year = {2024}, + month = mar, + url = {https://www.nist.gov/publications/ai-use-taxonomy-human-centered-approach} +} + +@techreport{NISTAI2001_AI, + author = {Mary F. Theofanos and others}, + title = {AI Use Taxonomy: A Human-Centered Approach}, + institution = {National Institute of Standards and Technology}, + number = {NIST AI 200-1}, + year = {2024}, + month = {March}, + url = {https://nvlpubs.nist.gov/nistpubs/ai/NIST.AI.200-1.pdf}, + doi = {10.6028/NIST.AI.200-1}, + bibsource = {ChatGPT}, + eval = {Missing other authors, can't check various fields} +} + +@techreport{NISTRMF, + author = {Elham Tabassi and others}, + title = {Artificial Intelligence Risk Management Framework (AI RMF 1.0)}, + institution = {National Institute of Standards and Technology}, + number = {NIST AI 100-1}, + year = {2023}, + month = {January}, + url = {https://nvlpubs.nist.gov/nistpubs/ai/nist.ai.100-1.pdf}, + doi = {10.6028/NIST.AI.100-1}, + bibsource = {ChatGPT}, + eval = {Pretty good, hard to verify details} +} + +@techreport{NIST_AI2001, + author = {Mary F. Theofanos and others}, + title = {AI Use Taxonomy: A Human-Centered Approach}, + institution = {National Institute of Standards and Technology}, + number = {NIST AI 200-1}, + year = {2024}, + month = {March}, + url = {https://nvlpubs.nist.gov/nistpubs/ai/NIST.AI.200-1.pdf}, + doi = {10.6028/NIST.AI.200-1} +} + +@techreport{NIST_RMF, + author = {Elham Tabassi and others}, + title = {Artificial Intelligence Risk Management Framework (AI RMF 1.0)}, + institution = {National Institute of Standards and Technology}, + number = {NIST AI 100-1}, + year = {2023}, + month = {January}, + url = {https://nvlpubs.nist.gov/nistpubs/ai/nist.ai.100-1.pdf}, + doi = {10.6028/NIST.AI.100-1} +} + +@inproceedings{Nilsson1980STRIPS, + author = {Nils J. Nilsson}, + title = {Principles of Artificial Intelligence (STRIPS overview)}, + booktitle = {Morgan Kaufmann}, + year = {1980}, + bibsource = {ChatGPT}, + eval = {} +} + +@techreport{OECDClass, + title = {OECD Framework for the Classification of AI Systems}, + institution = {OECD}, + year = {2022}, + url = {https://oecd.ai/en/classification}, + bibsource = {ChatGPT}, + eval = {} +} + +@techreport{OECD_Class, + title = {OECD Framework for the Classification of AI Systems}, + institution = {OECD}, + year = {2022}, + url = {https://oecd.ai/en/classification} +} + +@article{Oja1982, + author = {Oja, Erkki}, + title = {{Simplified neuron model as a principal component analyzer}}, + journal = {J. Math. Biol.}, + volume = {15}, + number = {3}, + pages = {267--273}, + year = {1982}, + month = nov, + issn = {1432-1416}, + publisher = {Springer-Verlag}, + doi = {10.1007/BF00275687} +} + +@article{Oja1982_AI, + author = {Erkki Oja}, + title = {A Simplified Neuron Model as a Principal Component Analyzer}, + journal = {Journal of Mathematical Biology}, + volume = {15}, + number = {3}, + pages = {267--273}, + year = {1982}, + doi = {10.1007/BF00275687}, + eval = {Correct: all; Missing: publisher}, + bibsource = {ChatGPT}, + eval = {} +} + + +@book{Pontryagin1962, + author = {L. S. Pontryagin and V. G. Boltyanskii and R. V. Gamkrelidze and E. F. Mishchenko}, + title = {The Mathematical Theory of Optimal Processes}, + publisher = {Wiley Interscience}, + year = {1962}, + eval = {Actually closer than several current sources online; missing "Wiley" from "Wiley Interscience"}, + bibsource = {ChatGPT}, + eval = {} +} + + +@book{Pontryagin2018May, + author = {Pontryagin, L. S.}, + title = {{Mathematical Theory of Optimal Processes}}, + year = {2018}, + month = may, + isbn = {978-0-20374931-9}, + publisher = {Taylor {\&} Francis}, + address = {Andover, England, UK}, + doi = {10.1201/9780203749319} +} + +@article{Price1970, + author = {Price, George R.}, + title = {{Selection and Covariance}}, + journal = {Nature}, + volume = {227}, + pages = {520--521}, + year = {1970}, + month = aug, + issn = {1476-4687}, + publisher = {Nature Publishing Group}, + doi = {10.1038/227520a0} +} + +@article{Price1970_AI, + author = {George R. Price}, + title = {Selection and Covariance}, + journal = {Nature}, + volume = {227}, + pages = {520--521}, + year = {1970}, + doi = {10.1038/227520a0}, + eval = {Missing: month, publisher}, + bibsource = {ChatGPT}, + eval = {} +} + +@article{Robinson1965Resolution, + author = {Robinson, J. A.}, + title = {{A Machine-Oriented Logic Based on the Resolution Principle}}, + journal = {J. ACM}, + volume = {12}, + number = {1}, + pages = {23--41}, + year = {1965}, + month = jan, + issn = {0004-5411}, + publisher = {Association for Computing Machinery}, + doi = {10.1145/321250.321253} +} + +@article{Robinson1965Resolution_AI, + author = {J. A. Robinson}, + title = {A Machine-Oriented Logic Based on the Resolution Principle}, + journal = {Journal of the ACM}, + volume = {12}, + number = {1}, + pages = {23--41}, + year = {1965}, + doi = {10.1145/321250.321253}, + eval = {Missing: month, issn, publisher}, + bibsource = {ChatGPT}, + eval = {} +} + +@article{Rumelhart1986Backprop, + author = {David E. Rumelhart and Geoffrey E. Hinton and Ronald J. Williams}, + title = {Learning Representations by Back-Propagating Errors}, + journal = {Nature}, + year = {1986}, + volume = {323}, + pages = {533--536}, + doi = {10.1038/323533a0}, + bibsource = {ChatGPT}, + eval = {} +} + +@book{SuttonBarto2018, + author = {Richard S. Sutton and Andrew G. Barto}, + title = {Reinforcement Learning: An Introduction}, + edition = {2nd}, + year = {2018}, + publisher = {MIT Press}, + url = {https://mitpress.mit.edu/9780262039246/reinforcement-learning/}, + isbn = {9780262039246} +} + +@book{SuttonBarto2018_AI, + author = {Richard S. Sutton and Andrew G. Barto}, + title = {Reinforcement Learning: An Introduction}, + edition = {2nd}, + year = {2018}, + publisher = {MIT Press}, + url = {https://mitpress.mit.edu/9780262039246/reinforcement-learning/}, + isbn = {9780262039246}, + eval = {Mismatch on publisher, year}, + bibsource = {ChatGPT}, + eval = {} +} + +@misc{SuttonBarto2025, + author = {Sutton, Richard S. and Barto, Andrew G.}, + title = {{Reinforcement Learning, second edition: An Introduction (Adaptive Computation and Machine Learning series)}}, + year = {2025}, + month = nov, + isbn = {978-0-26203924-6}, + publisher = {Bradford Books}, + note = {[Online; accessed 12. Nov. 2025]}, + url = {https://www.amazon.com/Reinforcement-Learning-Introduction-Adaptive-Computation/dp/0262039249}, + bibsource = {Amazon.com book page} +} + +@article{Tabassi2023Jan, + author = {Tabassi, Elham}, + title = {{Artificial Intelligence Risk Management Framework (AI RMF 1.0)}}, + journal = {NIST}, + year = {2023}, + month = jan, + url = {https://www.nist.gov/publications/artificial-intelligence-risk-management-framework-ai-rmf-10}, + bibsource = {NIST website} +} + +@article{TaylorJonker1978, + author = {Taylor, Peter D. and Jonker, Leo B.}, + title = {{Evolutionary stable strategies and game dynamics}}, + journal = {Math. Biosci.}, + volume = {40}, + number = {1}, + pages = {145--156}, + year = {1978}, + month = jul, + issn = {0025-5564}, + publisher = {Elsevier}, + doi = {10.1016/0025-5564(78)90077-9} +} + +@article{TaylorJonker1978_AI, + author = {Peter D. Taylor and Leo B. Jonker}, + title = {Evolutionary stable strategies and game dynamics}, + journal = {Mathematical Biosciences}, + volume = {40}, + number = {1--2}, + pages = {145--156}, + year = {1978}, + doi = {10.1016/0025-5564(78)90077-9}, + bibsource = {ChatGPT}, + eval = {Missing: month, issn, publisher} +} + +@article{Timmis2008Survey, + author = {Jamie Timmis and Mark Neal and Jonathan Hunt}, + title = {An artificial immune system for data analysis}, + journal = {Biosystems}, + year = {2000}, + volume = {55}, + number = {1-3}, + pages = {143--150}, + doi = {10.1016/S0303-2647(99)00093-5} +} + +@article{TodorovJordan2002, + author = {Todorov, Emanuel and Jordan, Michael I.}, + title = {{Optimal feedback control as a theory of motor coordination}}, + journal = {Nat. Neurosci.}, + volume = {5}, + pages = {1226--1235}, + year = {2002}, + month = nov, + issn = {1546-1726}, + publisher = {Nature Publishing Group}, + doi = {10.1038/nn963} +} + +@article{TodorovJordan2002_AI, + author = {Emanuel Todorov and Michael I. Jordan}, + title = {Optimal feedback control as a theory of motor coordination}, + journal = {Nature Neuroscience}, + volume = {5}, + number = {11}, + pages = {1226--1235}, + year = {2002}, + doi = {10.1038/nn963}, + bibsource = {ChatGPT}, + eval = {Missing: number, publisher, month, issn; otherwise good} +} + +@article{WidrowHoff1960LMS, + author = {Bernard Widrow and Marcian E. Hoff}, + title = {Adaptive Switching Circuits}, + journal = {1960 IRE WESCON Convention Record}, + year = {1960}, + volume = {4}, + pages = {96--104}, + bibsource = {ChatGPT}, + eval = {} +} + +@article{Wolpert1997, + author = {David H. Wolpert and William G. Macready}, + title = {No Free Lunch Theorems for Optimization}, + journal = {IEEE Transactions on Evolutionary Computation}, + volume = {1}, + number = {1}, + pages = {67--82}, + year = {1997}, + doi = {10.1109/4235.585893} +} + +@article{Wolpert1997_AI, + author = {David H. Wolpert and William G. Macready}, + title = {No Free Lunch Theorems for Optimization}, + journal = {IEEE Transactions on Evolutionary Computation}, + volume = {1}, + number = {1}, + pages = {67--82}, + year = {1997}, + doi = {10.1109/4235.585893}, + bibsource = {ChatGPT}, + eval = {Missing: month, publisher; otherwise good} +} + +@article{Zadeh1965Fuzzy, + author = {Lotfi A. Zadeh}, + title = {Fuzzy Sets}, + journal = {Information and Control}, + year = {1965}, + volume = {8}, + number = {3}, + pages = {338--353}, + doi = {10.1016/S0019-9958(65)90241-X}, + bibsource = {ChatGPT}, + eval = {} +} + +@article{vanLamsweerde2001GoalRE, + author = {Axel van Lamsweerde}, + title = {Goal-Oriented Requirements Engineering: A Guided Tour}, + journal = {Proceedings of the 5th IEEE International Symposium on Requirements Engineering (RE 2001)}, + year = {2001}, + pages = {249--262}, + doi = {10.1109/ISRE.2001.948567} +} + +@inproceedings{vanLamsweerde2003KAOS, + author = {Axel van Lamsweerde}, + title = {Goal-Oriented Requirements Engineering: From System Objectives to UML Models to Precise Software Specifications}, + booktitle = {Proceedings of the 25th International Conference on Software Engineering (ICSE 2003)}, + year = {2003}, + pages = {744--745}, + doi = {10.1109/ICSE.2003.1201248} +} +