Penalty functions and estimators for some of the regularized regression methods used in this paper. by Dongsheng Li (222712)

Run times of two algorithms. by Gourab Saha (8987405)

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DE algorithm flow. by Ling Zhao (111365)

“…The model characterizes room functions and spatial locations through binary coding, and uses dynamic fitness function and backtracking strategy to improve space utilization and functional fitness. …”

Proposed algorithm. by Keenjhar Ayoob (22339616)

DMTD algorithm. by Yunhu Huang (21402795)

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Tuned parameters of algorithms. by Kaveh Faraji Googerdchi (18778727)

Test results of different algorithms. by Ling Zhao (111365)

“…The model characterizes room functions and spatial locations through binary coding, and uses dynamic fitness function and backtracking strategy to improve space utilization and functional fitness. …”

Sensor value scenario for fuzzy logic algorithm. by Gourab Saha (8987405)

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Sensor value scenario for average value algorithm. by Gourab Saha (8987405)

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Flowchart of improved FOX optimization algorithm. by Mahmood A. Jumaah (22272371)

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MSEs for the adaptive filtering algorithms by using hyperbolic functions. by Sihai Guan (11547518)

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MSEs for the adaptive filtering algorithms by using hyperbolic functions. by Sihai Guan (11547518)

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MSEs for the adaptive filtering algorithms by using hyperbolic functions. by Sihai Guan (11547518)

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MSEs for the adaptive filtering algorithms by using hyperbolic functions. by Sihai Guan (11547518)

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Genetic algorithm meta-parameters. by Larasmoyo Nugroho (18078260)

“…<div><p>The PbGA-DDPG algorithm, which uses a potential-based GA-optimized reward shaping function, is a versatiledeep reinforcement learning/DRLagent that can control a vehicle in a complex environment without prior knowledge. …”

The entity relationship of DDPG algorithm. by Larasmoyo Nugroho (18078260)

“…<div><p>The PbGA-DDPG algorithm, which uses a potential-based GA-optimized reward shaping function, is a versatiledeep reinforcement learning/DRLagent that can control a vehicle in a complex environment without prior knowledge. …”

Crop yield prediction accuracy using different ML algorithms. by Gourab Saha (8987405)

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Comparison of different optimization algorithms. by Hang Zhao (143592)

Convergence curve of each DSM algorithms. by Manoj Kumar V. (18196645)

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Optimized algorithm framework diagram. by Xutao Liu (13006965)

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