https://pinboard.in/u:Vaguery/public/ recent bookmarks from Vaguery 2026-07-04T13:14:28+00:00 https://arxiv.org/abs/1312.6055v3 Vaguery benchmarking operations-research unit-testing performance-measure rather-interesting metaheuristics neural-networks machine-learning to-write-about to-use https://pinboard.in/ https://pinboard.in/u:Vaguery/b:ebbe888f0ef2/ 2026-05-25T12:01:55+00:00 https://arxiv.org/abs/2504.11406 Vaguery cellular-automata image-processing rather-interesting to-understand to-simulate consider:representation consider:dynamics metaheuristics classification image-segmentation https://pinboard.in/ https://pinboard.in/u:Vaguery/b:c02405c5a0f1/ 2026-05-24T11:15:53+00:00 https://arxiv.org/abs/2107.04298 Vaguery2) are then further decomposed into C0X, C1X, and C2X gates. A primary concern in designing the algorithm is to reduce the use of C2X gate (also known as Toffoli gate) which is known to be universal. The main idea is to view an n-bit substitution map as a rank-2n tensor and to transform it such that the resulting map can be written as a tensor product of a rank-(2n−2) tensor and the 2×2 identity matrix. Let n be a set of all n-bit substitution maps. What we try to find is a size reduction map red:n→{Pn:Pn=Pn−1⊗I2}. %, where Im is the m×m identity matrix. One can see that the output Pn−1⊗I2 acts nontrivially on n−1 bits only, meaning that the map to be synthesized becomes Pn−1. The size reduction process is iteratively applied until it reaches tensor product of only 2×2 matrices. ]]> circuit-synthesis quantum-computing engineering-design rather-interesting cellular-automata metaheuristics to-write-about to-simulate https://pinboard.in/ https://pinboard.in/u:Vaguery/b:a1381ee122ec/ 2026-05-24T11:07:26+00:00 https://arxiv.org/abs/2407.03510 Vaguery metaheuristics evolutionary-algorithms cryptography rather-interesting to-write-about to-simulate https://pinboard.in/ https://pinboard.in/u:Vaguery/b:64007245b44e/ 2025-05-27T22:45:41+00:00 https://arxiv.org/abs/2505.16217 Vaguery reinforcement-learning machine-learning metaheuristics to-understand consider:branching-processes consider:representation https://pinboard.in/ https://pinboard.in/u:Vaguery/b:e791c016042c/ 2025-05-27T22:44:00+00:00 https://www.pnas.org/doi/10.1073/pnas.0710743106 Vaguery machine-learning approximation algorithms rather-interesting computational-complexity to-understand mathematical-programming metaheuristics https://pinboard.in/ https://pinboard.in/u:Vaguery/b:d4e94025ab87/ 2025-05-01T12:44:31+00:00 https://www.nature.com/articles/s41467-025-59288-y Vaguery symbolic-regression models-and-modes machine-learning rather-interesting reinvented-wheels to-understand metaheuristics reinforcement-learning https://pinboard.in/ https://pinboard.in/u:Vaguery/b:c682cbd2e528/ 2025-04-13T19:27:57+00:00 https://www.nature.com/articles/s41586-023-06600-9?ref=longnow.org Vaguery assembly-theory self-organization metaheuristics evolutionary-algorithms stochastic-systems rather-interesting exploration-and-exploitation to-understand to-write-about consider:tuning cause-and-effect https://pinboard.in/ https://pinboard.in/u:Vaguery/b:4c5c085b1e97/ 2024-11-16T14:50:53+00:00 https://arxiv.org/abs/2109.13103 Vaguery multiobjective-optimization operations-research computational-complexity rather-interesting metaheuristics to-write-about consider:performance-measures https://pinboard.in/ https://pinboard.in/u:Vaguery/b:674b873506e1/ 2024-08-14T20:27:00+00:00 https://arxiv.org/abs/2309.03651 Vaguery machine-learning reinforcement-learning mazes-and-agents rather-interesting metaheuristics to-write-about consider:objectives interpretability https://pinboard.in/ https://pinboard.in/u:Vaguery/b:308e14a91323/ 2024-07-21T14:26:27+00:00 https://arxiv.org/abs/2303.06524v4 Vaguery2, one can ask for the size of the largest CD, thus finding the largest CDs provides an important benchmark for heuristic-based combinatorial optimisation algorithms. Despite extensive research over the past three decades, the CD sizes identified in 1996 remain the best known for many values of n. When n>8, conducting an exhaustive search becomes computationally unfeasible, thereby prompting the use of heuristic methods. To address this, we developed a novel heuristic search algorithm in which a specially designed heuristic function, backed by a lookup database, directs the search towards promising branches in the search tree. Our algorithm found new large CDs of size 1082 (surpassing the previous record of 1069) for n=10, and 2349 (improving the previous 2324) for n=11. Notably, these newly discovered CDs exhibit characteristics distinct from those of known CDs.]]> permutations combinatorics metaheuristics rather-interesting looking-to-see enumeration to-write-about to-simulate https://pinboard.in/ https://pinboard.in/u:Vaguery/b:1bbab28907e4/ 2023-12-30T13:41:26+00:00 https://arxiv.org/abs/2212.06313 Vaguery image-processing compression multiobjective-optimization rather-interesting metaheuristics to-write-about nudge-targets consider:animation https://pinboard.in/ https://pinboard.in/u:Vaguery/b:e5e672974303/ 2023-08-13T11:12:48+00:00 https://arxiv.org/abs/2304.07089 Vaguery lexicase genetic-programming sampling metaheuristics performance-measure hey-I-know-this-guy to-write-about consider:counting-solutions consider:landscape consider:multiobjective-tradeoffs https://pinboard.in/ https://pinboard.in/u:Vaguery/b:70902eeeb474/ 2023-08-06T12:53:30+00:00 https://arxiv.org/abs/2206.04739 Vaguery collective-intelligence machine-learning hypergraphs rather-interesting coevolution metaheuristics consider:population-structures contrastive-learning https://pinboard.in/ https://pinboard.in/u:Vaguery/b:6caae70677fb/ 2023-07-30T16:19:14+00:00 https://arxiv.org/abs/2207.09618 Vaguery optimization computational-complexity metaheuristics rather-interesting numerical-methods hypergraphs representation distributed-processing to-write-about https://pinboard.in/ https://pinboard.in/u:Vaguery/b:f9687f995259/ 2022-05-14T12:55:56+00:00 https://arxiv.org/abs/2008.06530 Vaguery reservoir-computing machine-learning nonlinear-dynamics to-understand metaheuristics no-really-I-don't-understand-it-either https://pinboard.in/ https://pinboard.in/u:Vaguery/b:a401326ff730/ 2022-03-13T11:06:33+00:00 https://arxiv.org/abs/2105.07957 Vaguery machine-learning neural-networks metaheuristics program-synthesis wheels-reinvented to-write-about to-visualize consider:revisiting https://pinboard.in/ https://pinboard.in/u:Vaguery/b:b4c6ec760ac0/ 2022-03-11T11:41:08+00:00 https://arxiv.org/abs/1810.04672 Vaguery metaheuristics to-understand machine-learning will-read reservoir-computing biological-engineering distributed-processing https://pinboard.in/ https://pinboard.in/u:Vaguery/b:ce15e2ddce6d/ 2022-03-02T11:33:43+00:00 https://arxiv.org/abs/2009.00363 Vaguery metaheuristics horse-races algorithms rather-interesting operations-research to-write-about to-simulate https://pinboard.in/ https://pinboard.in/u:Vaguery/b:4b5f407f9d68/ 2022-02-28T14:06:49+00:00 https://arxiv.org/abs/1705.08691 Vaguery metaheuristics choosing-your-foes-very-carefully horse-races to-write-about consider:actually-checking consider:performance-measures https://pinboard.in/ https://pinboard.in/u:Vaguery/b:4ad5ebbbdd8e/ 2022-01-14T16:18:44+00:00 https://arxiv.org/abs/2106.09563 Vaguery machine-learning metaheuristics batch-learning parametrization to-write-about see-also:coevolution https://pinboard.in/ https://pinboard.in/u:Vaguery/b:beeff3f0975a/ 2021-08-07T11:39:21+00:00 https://arxiv.org/abs/1810.05236 Vaguery multiobjective-optimization exploration-and-exploitation rather-interesting algorithms metaheuristics performance-measure to-write-about to-understand https://pinboard.in/ https://pinboard.in/u:Vaguery/b:cd49c7035aac/ 2021-07-08T10:31:31+00:00 https://arxiv.org/abs/2002.06339 Vaguery nonlinear-dynamics metaheuristics analog-computing rather-interesting to-simulate constraint-satisfaction to-visualize consider:cellular-neural-networks https://pinboard.in/ https://pinboard.in/u:Vaguery/b:b3146b867997/ 2021-07-04T11:36:24+00:00 https://arxiv.org/abs/2102.02262 Vaguery electromagnetism antenna-design modular-design rather-interesting modeling-is-not-mathematics to-write-about nudge-targets consider:performance-measures consider:manufacturability evolutionary-algorithms metaheuristics emergent-design https://pinboard.in/ https://pinboard.in/u:Vaguery/b:72c9df3d2848/ 2020-09-23T14:36:25+00:00 https://arxiv.org/abs/2005.05955 Vaguery machine-learning wheels-reinvented hill-climbing neural-networks metaheuristics to-write-about to-simulate consider:lexicase https://pinboard.in/ https://pinboard.in/u:Vaguery/b:b031fb1f099d/ 2020-08-05T17:38:53+00:00 https://arxiv.org/abs/1907.00205 Vaguery continued-fractions metaheuristics approximation rather-interesting experimental-mathematics proof-systems to-write-about to-simulate consider:representation consider:performance-measures consider:genetic-programming https://pinboard.in/ https://pinboard.in/u:Vaguery/b:1af9f125d57f/ 2020-05-21T11:52:09+00:00 https://arxiv.org/abs/1810.02334 Vaguery meta-optimization unsupervised-learning rather-interesting novelty-search-kinda metaheuristics to-simulate to-write-about consider:generalizations consider:performance-measures https://pinboard.in/ https://pinboard.in/u:Vaguery/b:eb3a5c53990c/ 2020-05-21T11:48:12+00:00 https://arxiv.org/abs/2002.05628 Vaguery classifier-systems evolutionary-algorithms machine-learning metaheuristics rather-interesting to-understand to-simulate https://pinboard.in/ https://pinboard.in/u:Vaguery/b:fdbc2718c927/ 2020-05-18T21:36:08+00:00 https://arxiv.org/abs/1806.09935 Vaguery metaheuristics evolutionary-algorithms multiobjective-optimization looking-to-see rather-interesting to-write-about to-simulate consider:dimensionality https://pinboard.in/ https://pinboard.in/u:Vaguery/b:1bf9a9cbb612/ 2020-05-09T12:03:10+00:00 https://arxiv.org/abs/1904.09813 Vaguery metaheuristics meta-optimization hedging rather-interesting algorithms to-write-about to-simulate consider:toy-examples consider:performance-measures https://pinboard.in/ https://pinboard.in/u:Vaguery/b:64336a2c070a/ 2020-05-09T12:00:11+00:00 https://arxiv.org/abs/1901.05755 Vaguery experimental-design metaheuristics computational-geometry rather-interesting training-data constraint-satisfaction approximation to-write-about to-simulate consider:basic-visualization https://pinboard.in/ https://pinboard.in/u:Vaguery/b:83d14eab49ca/ 2020-05-06T11:30:57+00:00 https://openreview.net/forum?id=S1sqHMZCb Vaguery neural-networks metaheuristics transfer-learning optimization operations-research to-write-about to-simulate consider:out-of-sample https://pinboard.in/ https://pinboard.in/u:Vaguery/b:5cabd9a9ac94/ 2020-05-04T11:52:46+00:00 https://arxiv.org/abs/1711.09670 Vaguery OCR image-processing machine-learning collective-intelligence metaheuristics to-write-about to-simulate consider:preprocessing consider:performance-measures https://pinboard.in/ https://pinboard.in/u:Vaguery/b:01a08cd7c3af/ 2020-05-03T11:46:00+00:00 https://arxiv.org/abs/1810.05045 Vaguery evolutionsstrategie evolutionary-algorithms optimization metaheuristics to-write-about guessing rather-interesting to-simulate consider:lexicase consider:parameter-smudge https://pinboard.in/ https://pinboard.in/u:Vaguery/b:bb3ae405ea42/ 2020-05-02T15:03:53+00:00 https://arxiv.org/abs/2002.00937 Vaguery machine-learning data-analysis rather-interesting security looking-to-see metaheuristics privacy algorithms to-write-about to-simulate consider:parallels-for-other-metaheuristics https://pinboard.in/ https://pinboard.in/u:Vaguery/b:5c006b02c3bb/ 2020-05-02T13:16:09+00:00 https://arxiv.org/abs/1910.04966 Vaguery symbolic-regression neural-networks coevolution metaheuristics reinventing-the-wheel to-write-about pareto-GP https://pinboard.in/ https://pinboard.in/u:Vaguery/b:5522b744681b/ 2020-03-08T19:19:12+00:00 https://arxiv.org/abs/1907.01218 Vaguery fitness-landscapes combinatorics metaheuristics representation rather-interesting to-write-about to-simulate consider:no-free-lunch consider:side-steps https://pinboard.in/ https://pinboard.in/u:Vaguery/b:39d07fb7770f/ 2020-02-09T01:14:49+00:00 http://htsang.wikidot.com/research Vaguery structural-biology polymer-folding biochemistry biophysics simulation metaheuristics energy-landscapes rather-interesting to-write-about to-simulate to-visualize https://pinboard.in/ https://pinboard.in/u:Vaguery/b:d531cf9636cd/ 2020-01-14T21:41:45+00:00 https://arxiv.org/abs/0706.1754 Vaguery protein-folding heuristics hill-climbing rather-interesting metaheuristics old to-write-about to-simulate https://pinboard.in/ https://pinboard.in/u:Vaguery/b:a9a0f4f2c4d9/ 2019-11-25T17:38:28+00:00 https://arxiv.org/abs/1902.04692 Vaguery metaheuristics operations-research horse-races yet-another-combined-problem to-simulate to-write-about consider:performance-measures consider:lexicase https://pinboard.in/ https://pinboard.in/u:Vaguery/b:1f602e12f460/ 2019-08-30T10:59:42+00:00 https://arxiv.org/abs/1608.07617 Vaguery metaheuristics genetic-programming multiobjective-optimization evolutionary-algorithms performance-measure rather-interesting search-operators to-write-about to-replicate https://pinboard.in/ https://pinboard.in/u:Vaguery/b:d1ada658a31a/ 2019-08-06T09:35:46+00:00 https://arxiv.org/abs/1907.08226 Vaguery machine-learning optimization fitness-landscapes metaheuristics representation to-understand topology dynamical-systems consider:performance-measures consider:better-faster https://pinboard.in/ https://pinboard.in/u:Vaguery/b:c6507c15b09d/ 2019-08-06T09:11:52+00:00 https://arxiv.org/abs/1807.01672 Vaguery machine-learning reinforcement-learning algorithms self-play mechanism-design optimization performance-measure to-understand operations-research metaheuristics https://pinboard.in/ https://pinboard.in/u:Vaguery/b:062f6ce17047/ 2019-08-06T09:02:36+00:00 https://arxiv.org/abs/1905.03427 Vaguery operations-research optimization constraint-satisfaction heuristics metaheuristics to-read to-simulate https://pinboard.in/ https://pinboard.in/u:Vaguery/b:e6f268e6f235/ 2019-06-26T09:51:59+00:00 https://arxiv.org/abs/1906.07983 Vaguery neural-networks machine-learning well-duh adversarial-testing metaheuristics not-surprising-really-now-izzit? https://pinboard.in/ https://pinboard.in/u:Vaguery/b:769b6de9565f/ 2019-06-12T13:18:01+00:00 https://arxiv.org/abs/1811.01312 Vaguery metaheuristics adversarial-design speech-recognition algorithms coevolution evolutionary-algorithms to-write-about rather-interesting https://pinboard.in/ https://pinboard.in/u:Vaguery/b:bcb89a4c3798/ 2019-06-12T13:15:04+00:00 https://arxiv.org/abs/1802.03548 Vaguery metaheuristics materials-science engineering-design molecular-design rather-interesting simulation https://pinboard.in/ https://pinboard.in/u:Vaguery/b:8a0bb15c5572/ 2019-05-02T08:52:47+00:00 https://arxiv.org/abs/1806.03455 Vaguery metaheuristics grammatical-evolution representation horse-races to-write-about consider:robustness https://pinboard.in/ https://pinboard.in/u:Vaguery/b:88d5f811a513/ 2019-05-02T08:48:03+00:00 https://arxiv.org/abs/1807.03495 Vaguery metaheuristics EDA rather-interesting algorithms performance-measure to-understand consider:looking-to-see https://pinboard.in/ https://pinboard.in/u:Vaguery/b:1e916fc8e3b6/ 2019-05-02T08:46:40+00:00 https://arxiv.org/abs/1810.08584 Vaguery metaheuristics quantums portfolio-theory optimization algorithms to-write-about https://pinboard.in/ https://pinboard.in/u:Vaguery/b:d249eec01b12/ 2019-04-23T11:08:49+00:00 https://arxiv.org/abs/1808.05850 Vaguery evolutionary-algorithms metaheuristics horse-races performance-measure rather-interesting to-write-about consider:classification benchmarking consider:open-ended-problems https://pinboard.in/ https://pinboard.in/u:Vaguery/b:535c083a1d4f/ 2019-04-08T00:59:01+00:00 https://arxiv.org/abs/1707.04016 Vaguery machine-learning generative-programming metaheuristics ant-colony-optimization rather-interesting to-implement via:Jerry-Swan https://pinboard.in/ https://pinboard.in/u:Vaguery/b:de91154bf41b/ 2019-03-12T11:08:17+00:00 https://arxiv.org/abs/1812.02873 Vaguery engineering-design metaheuristics horse-races materials-science machine-learning applications https://pinboard.in/ https://pinboard.in/u:Vaguery/b:d16c5d372e89/ 2019-03-09T13:32:21+00:00 https://arxiv.org/abs/1802.04491 Vaguery evolutionary-algorithms metaheuristics QoS mobile-networks quality-of-service operations-research multiobjective-optimization to-write-about https://pinboard.in/ https://pinboard.in/u:Vaguery/b:be8733fddd4b/ 2019-02-10T16:51:55+00:00 https://arxiv.org/abs/1809.07406 Vaguery genetic-programming horse-races tournament-selection selection metaheuristics have-done to-write-about consider:deathless-GP-then-what consider:lexicase https://pinboard.in/ https://pinboard.in/u:Vaguery/b:5a312fb9b2dd/ 2019-02-05T09:45:50+00:00 https://arxiv.org/abs/1703.00045 Vaguery collective-intelligence wisdom-of-crowds decision-making aggregation algorithms to-write-about metaheuristics social-norms social-engineering https://pinboard.in/ https://pinboard.in/u:Vaguery/b:577489f9a846/ 2018-12-11T12:39:57+00:00 https://arxiv.org/abs/1804.02851 Vaguery metaheuristics biological-metaphor-of-the-month to-write-about actually rather-interesting https://pinboard.in/ https://pinboard.in/u:Vaguery/b:f6d41d5b886a/ 2018-11-24T20:57:19+00:00 https://arxiv.org/abs/1811.03600 Vaguery machine-learning neural-networks metaheuristics algorithms horse-races batch-learning aggregation-as-painting-yourself-into-a-corner to-write-about to-analogize-away https://pinboard.in/u:Vaguery/b:ee4a0ad0f743/ 2018-04-02T11:38:41+00:00 https://www.degruyter.com/view/j/pjbr.2013.4.issue-1/pjbr-2013-0003/pjbr-2013-0003.xml Vaguery robotics machine-learning metaheuristics algorithms learning-by-doing engineering-design planning to-write-about https://pinboard.in/ https://pinboard.in/u:Vaguery/b:d44d476a4be3/ 2018-03-20T12:16:41+00:00 https://www.sciencedirect.com/science/article/abs/pii/S0377221710006211 Vaguery operations-research hyperheuristics metaheuristics optimization constraint-satisfaction nudge-targets consider:representation consider:looking-to-see to-write-about https://pinboard.in/ https://pinboard.in/u:Vaguery/b:7a2487aa80f1/ 2018-01-15T12:06:34+00:00 https://arxiv.org/abs/1705.01076 Vaguery metaheuristics ACO ant-colony horse-races performance-measure to-write-about that-first-sentence-as-understatement-of-the-year https://pinboard.in/ https://pinboard.in/u:Vaguery/b:597ce5487c0b/ 2017-09-27T11:50:37+00:00 https://arxiv.org/abs/1702.08835 Vaguery via:jason-moore machine-learning architecture metaheuristics to-write-about design-patterns https://pinboard.in/ https://pinboard.in/u:Vaguery/b:28918ffce86f/ 2017-09-25T20:17:12+00:00 https://arxiv.org/abs/1709.05915 Vaguery hey-I-know-this-guy multiobjective-optimization metaheuristics evolutionary-algorithms algorithms to-write-about nudge-targets consider:implementing https://pinboard.in/ https://pinboard.in/u:Vaguery/b:638a09114b89/ 2017-09-24T13:16:38+00:00 https://arxiv.org/abs/1708.01625 Vaguery metaheuristics optimization to-understand to-write-about quantums https://pinboard.in/ https://pinboard.in/u:Vaguery/b:d5a4dbbee707/ 2017-09-14T11:22:15+00:00 https://arxiv.org/abs/1504.04909 Vaguery hey-I-know-this-guy metaheuristics fitness-landscapes feature-selection to-write-about https://pinboard.in/ https://pinboard.in/u:Vaguery/b:6bfb5cca912e/ 2017-08-05T11:30:12+00:00 https://arxiv.org/abs/1708.00214 Vaguery neural-networks natural-language-processing machine-learning amusing not-so-deep to-write-about metaheuristics https://pinboard.in/ https://pinboard.in/u:Vaguery/b:22799e319e69/ 2017-07-21T13:23:18+00:00 https://arxiv.org/abs/1705.10201 Vaguery hey-I-know-this-person machine-learning local evolutionary-algorithms metaheuristics to-write-about https://pinboard.in/ https://pinboard.in/u:Vaguery/b:229329e3c9ec/ 2017-06-20T17:14:50+00:00 https://arxiv.org/abs/1706.04119 Vaguery hey-I-know-this-guy machine-learning meta-optimization evolutionary-algorithms metaheuristics hyperheuristics to-write-about https://pinboard.in/ https://pinboard.in/u:Vaguery/b:fcd9c47b435e/ 2017-04-27T11:30:57+00:00 https://arxiv.org/abs/1704.00853 Vaguery metaheuristics history history-of-engineering to-write-about https://pinboard.in/ https://pinboard.in/u:Vaguery/b:577a560ecc36/ 2017-04-27T11:25:39+00:00 https://arxiv.org/abs/1703.07929 Vaguery metaheuristics coevolution to-write-about system-of-professions artificial-intelligence https://pinboard.in/ https://pinboard.in/u:Vaguery/b:8dec26ed5b8f/