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A smart agriculture image protection scheme based on annealing algorithm and affine transformation is optimized for S-box generated by chaos

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NONLINEAR DYNAMICS 2025年第10期113卷 12263-12287页

作者： Zhou, Lingzhi Chen, Hongjing Zhou, Xunming Yuan, Yuan Zhu, Wanning Zhou, Man Guangdong Univ Technol Sch Adv Mfg Jieyang 515200 Peoples R China Shandong Univ Sch Management Cent Campus Jinan 250100 Peoples R China Harbin Med Univ Clin Med 1 Coll Harbin 150000 Peoples R China

To strengthen image security in smart agriculture, this paper presents a Two-Dimensional Super-Attractor Logistic Coupled Chaotic Model (2D-SALC). The model underwent rigorous testing against recent chaotic models, achieving a maximum Lyapunov Exponent (LE) of 13.19, a 0-1 test value of 0.9978, and a sample entropy of 2.1956, all of which passed the NIST test. Comparative analysis revealed that the 2D-SALC surpassed prior models, particularly in generating S-boxes with enhanced nonlinearity. Additionally, the integration of annealing algorithms and affine transformations further improved S-box performance, achieving a BIC-NL of 111.60, a BIC-SAC of 0.5007, a SAC of 0.5024, and a DP of 6, surpassing recent benchmarks. The model was also applied to XOR-based diffusion scrambling for image encryption, demonstrating greater key sensitivity, expanded key space, and higher information entropy. These results highlight the model's robustness and offer innovative solutions for enhancing image security in smart agriculture.

关键词： annealing algorithm Affine transformation Two-dimensional hyperchaos Image encryption agricultural images S-box

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annealing algorithm applied in optimum design of 2.4 GHz and 5.2 GHz dual-wideband microstrip line filters

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IEICE TRANSACTIONS ON ELECTRONICS 2005年第1期E88C卷 47-56页

作者： Hsu, MH Huang, JF Natl Taiwan Univ Sci & Technol Elect Engn Dept Taipei Taiwan

This paper presents a computer-aided design procedure of simulated annealing algorithm to optimize dual-wideband microstrip line filters with symmetrical at least 500 MHz bandwidths respectively. This method demonstrates the superiority of designing microstrip line dual-band filters. The value of characteristic impedances and electrical lengths of transmission lines synthesizing 2.4 GHz and 5.2 GHz dualband filters with a single input and a single output are adjusted to the annealing process by the optimization algorithm. The fabricated dual-wideband spectral transmittance and reflectance. curves of these filters applying this method all effectively achieved desired high performances and resulted in a lower cost dual-band filters and open the way to commercial mass production. The method is applicable not only in 2.4 GHz and 5.2 GHz. but can be applied to any other multi-frequency bands.

关键词： dual-wideband microstrip line filter annealing algorithm optimum design

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An application of annealing algorithm to the layout design of ocean space submergible boat

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JSME INTERNATIONAL JOURNAL SERIES C-MECHANICAL SYSTEMS MACHINE ELEMENTS AND MANUFACTURING 2004年第2期47卷 770-775页

作者： Jang, SH Rhee, KY Kyung Hee Univ Coll Adv Technol Yongin 449709 Kyunggi Do South Korea

In the design and usability of many engineering products, the layout design of component plays an important role. Recently, engineering artifacts are becoming increasingly complicated. The simulated annealing method has been applied effectively to the layout and packing problems of wafer. The main characteristics of simulated annealing method is that an optimum can be obtained from the many local optimums by controlling the temperature and introducing the statistic flickering. The objective of this study is to suggest a method to apply the simulated annealing method to the three dimensional layout design of submergible boat which has multiple constraint conditions and evaluation criteria. The results of this study revealed that;1) As the constraint conditions for three dimensional layout design, the relational constraint condition and the layout constraint condition were defined. 2) The total evaluation criteria and the individual evaluation criteria were included in cost function. 3) A method to generate and to change the layout state for three dimensional layout design was suggested. 4) Three dimensional LAYout Design Optimization Program (LAYDOP ver. 1) for an ocean space submergible boat was developed by the suggested method and verified that the suggested method had validity.

关键词： annealing algorithm cost function constraint condition evaluation

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NONSTATIONARY MARKOV-CHAINS AND CONVERGENCE OF THE annealing algorithm

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JOURNAL OF STATISTICAL PHYSICS 1985年第1-2期39卷 73-131页

作者： GIDAS, B 1.Department of Mathematics Rutgers University 08903 New Brunswick New Jersey

We study the asymptotic behavior as timet → + ∞ of certain nonstationary Markov chains, and prove the convergence of the annealing algorithm in Monte Carlo simulations. We find that in the limitt → + ∞, a nonstationary Markov chain may exhibit “phase transitions.” Nonstationary Markov chains in general, and the annealing algorithm in particular, lead to biased estimators for the expectation values of the process. We compute the leading terms in the bias and the variance of the sample-means estimator. We find that the annealing algorithm converges if the temperatureT(t) goes to zero no faster thanC/log(t/t ₀) ast→+∞, with a computable constantC andt ₀ the initial time. The bias and the variance of the sample-means estimator in the annealing algorithm go to zero likeO(t^?1+ε) for some 0?ε<1, with ε=0 only in very special circumstances. Our results concerning the convergence of the annealing algorithm, and the rate of convergence to zero of the bias and the variance of the sample-means estimator, provide a rigorous procedure for choosing the optimal “annealing schedule.” This optimal choice reflects the competition between two physical effects: (a) The “adiabatic” effect, whereby if the temperature is loweredtoo abruptly the system may end up not in a ground state but in a nearby metastable state, and (b) the “super-cooling” effect, whereby if the temperature is loweredtoo slowly the system will indeed approach the ground state(s) but may do so extremely slowly.

关键词： Nonstationary Markov chains annealing algorithm annealing schedule unbiased estimators

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A Real-time Prediction System of Soil Moisture Content Using Genetic Neural Network Based on annealing algorithm

A Real-time Prediction System of Soil Moisture Content Using...

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IEEE International Conference on Automation and Logistics

作者： Liang, Ruiyu Ding, Yanqiong Zhang, Xuewu Zhang, Wenchao Hohai Univ Comp & Informat Engn Coll Changzhou Peoples R China

ISBN: (纸本)9781424425020

The forecast of soil moisture is the basis of agriculture water-saving irrigation. This paper designs and implements a real-time prediction system of soil moisture based on GPRS and wireless sensor network. Front-end of system uses wireless sensor network to collect moisture data, GPRS network to transmit data;back-end uses genetic BP neural network to analyze and process data, simulated annealing algorithm to optimize result, and gives a real-time prediction. Experimental results show that this system has the advantages of low-cost, high accuracy, convenient maintenance, etc.

关键词： annealing algorithm Wireless sensor network Genetic algorithm Real-time prediction

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The annealing algorithm revisited

The Annealing Algorithm revisited

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ACM International Symposium on Physical Design (ISPD)

作者： van Ginneken, Lukas P. P. P. DigiPen Inst Technol 9931 Willows Rd NE Redmond WA 98052 USA

ISBN: (纸本)9781450340397

This paper reviews theoretical advances to the field of simulated annealing optimization and applications to physical design contributed by Ralph Otten. At this year's ISPD, Ralph Otten receives the ISPD Lifetime Achievement award for outstanding contributions made to the field of physical design automation over multiple decades. For this occasion this paper highlights some of the research contributions by Ralph Otten in simulated annealing. It recounts how he moved from applications of simulated annealing to analyzing and understanding the method from a theoretical standpoint and how it was developed into a general purpose algorithm.

关键词： annealing schedule annealing algorithm illegal states accessibility stop criterion weak control strong control

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Efficient path planning based on A*algorithm and annealing algorithm for Agricultural Unmanned Vehicles 24

Efficient path planning based on A*algorithm and annealing a...

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International Conference on Power Electronics and Artificial Intelligence (PEAI)

作者： Zhou, Lingzhi Chen, Yuqi Xia, Han Cao, Yujin Yang, Miaoyu Yuan, Yuan Zhou, Man Guangdong Univ Technol Sch Adv Mfg Jieyang 522000 Peoples R China Guangdong Univ Technol Sch Arts Design Guangzhou 510090 Peoples R China Shandong Univ Sch Management Jinan 250100 Peoples R China

ISBN: (纸本)9798400716638

This study presents an innovative approach for segmented farmland path planning in uncrewed vehicles, employing an enhanced hybrid path planning algorithm of annealing algorithm and A* algorithm within a Data Envelopment Analysis (DEA) model framework. Tailored for multi-base operations involving pesticide or electricity load-outs, this methodology incorporates a user-centric module for map data processing-a significant breakthrough that addresses this domain's complexities. Direct user engagement with intricate data through this module can substantially increase agricultural operational efficacy. The method's salient features encompass the importation of extant map data, the dynamism of real-time data integration, the preservation of user-driven alterations, and the facilitation of optimized route computation. Our empirical comparisons demonstrate that the multi-base construct considerably diminishes energy consumption and temporal inefficiencies during vehicle downtime, offering progressive insights into strategic agricultural path planning.

关键词： A* annealing algorithm multi-base multi-field agricultural unmanned vehicle path planning plant protection DEA total operation time

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A Research on Hybrid Simulated annealing algorithm for Cargo Loading Problem 8

A Research on Hybrid Simulated Annealing Algorithm for Cargo...

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8th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)

作者： Yu, Shaoyong Yan, Junrong Zhu, Shunzhi Xiamen Univ Technol Dept Comp Sci & Technol Xiamen Fujianuse Peoples R China Northeastern Univ Coll Comp & Informat Sci Boston MA USA

Cargo loading problem is an NP-complete problem. An approximate algorithm based on heuristic and annealing algorithm was proposed and used to implement a system to solve this problem. Experiments show that, loading fa... 详细信息

ISBN: (纸本)9783642549274;9783642549267

关键词： Three-dimensional packing CLP Heuristic algorithm annealing algorithm

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Protein quantitative based on simulated annealing algorithm 15

Protein quantitative based on simulated annealing algorithm

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15th IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA) / 16th IEEE International Conference on Ubiquitous Computing and Communications (IUCC)

作者： Tang, Jun Yang, Yanqin East China Normal Univ Sch Comp Sci & Software Engn Shanghai Peoples R China

ISBN: (纸本)9781538637906

Proteomics is a hot pot topic in current, its development experienced from proteins qualitative research to quantitative research. Label-free quantification method is the most widely used protein quantification method. But during the process of label-free [1] quantification, lots of Mass spectrometry (MS) data do not be used so that cause the waste of data resource. In this paper, a quantitative algorithm of protein based on simulated annealing algorithm was proposed to improve the efficiency of the use of MS spectral. This paper is about using all possible peptide ions to extract quantitative information from MS spectral. Verified by Experimental data set about that this protein quantification algorithm can increase the coverage of proteins on the condition of ensured accuracy. This paper focused on the development of proteomics and the analysis and excavation of mass spectrum data, its study results can be widely applied in protein qualification area.

关键词： Proteomics Quantitative algorithm Mass spectrometry Analysis annealing algorithm

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Line Measurement of Multi-Beam Sounding System Based on annealing algorithm

Line Measurement of Multi-Beam Sounding System Based on Anne...

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2023 IEEE International Conference on Electrical, Automation and Computer Engineering, ICEACE 2023

作者： Yan, Xiaochen Lv, Lingfeng Xi, Rui Nanjing University of Aeronautics and Astronautics Nanjing China

ISBN: (纸本)9798350309614

For a group of parallel survey lines with sloping sea floor at a certain Angle to the horizontal plane, the total path of the route is different when the Angle projected by the normal direction of the slope changes. This paper studies the shortest path when the value of the Angle is taken. The possible interval of the shortest path is calculated by the set of all possible obtained Angle values through certain traversal calculation method, and then the trend of path change is analyzed by fitting calculation method, and the Angle value of the shortest path is analyzed by annealing algorithm. After several studies to eliminate errors, it is found that the path is shortest when the direction of the measured line is perpendicular to the normal projection. © 2023 IEEE.

关键词： angle set annealing algorithm fitting algorithm shortest path traversal algorithm

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