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Category:All HeadlinesWorld & GeopoliticsMarkets & EconomyTech & AIPoliticsSearch results for: "Multi-objective task sche" (30 stories)

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Multi-objective task scheduling using SBA-based deep reinforcement learning in cloud computing
Lead StoryNaturegeneral
Jun 24

Multi-objective task scheduling using SBA-based deep reinforcement learning in cloud computing

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9BRm9rU3lrSmNEN1FDbDh6WWFlYWVTRzZ4ZlZyaHhfZU0wUGwyUFhmcjFoUE5QekM3bC1CWDlJZXFEVnlqQ3F6bjZqalFOR0JtMl9feXdBVGhubmVFbkg0?oc=5" target="_blank">Multi-objective task scheduling using SBA-based deep reinforcement learning in cloud computing</a>  <font color="#6f6f6f">Nature</font>

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Search Results for "Multi-objective task sche"

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29 stories displayed
A quantum-driven multi-objective scheduler for scalable task orchestration in fog-based cyber-physical-social systems
Naturetech

A quantum-driven multi-objective scheduler for scalable task orchestration in fog-based cyber-physical-social systems

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBvdDc4TUlnaUdyZmh3NW8xTnJzdWRoc081RG1qYnk4UDBWWnRQaFBCbGx2ZmVteWdIWE4ydzVib0cyQ3JKc21CY09LaG0ycTd2WldINF96RThSc2tSQWRF?oc=5" target="_blank">A quantum-driven multi-objective scheduler for scalable task orchestration in fog-based cyber-physical-social systems</a>  <font color="#6f6f6f">Nature</font>

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DRL-based multi-objective task scheduling for edge-cloud computing: latency, energy, and SLA optimisation
Naturegeneral

DRL-based multi-objective task scheduling for edge-cloud computing: latency, energy, and SLA optimisation

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE00UnZPVVkzLVlINUhhbzdyd1hwWGZBM0pDNk9SR0FSamh2SzVwY2pJY2RLM3Q3cnZjOE5fOFZDOXY5TjNUdHlVMTNjX0VFUWo1eWtYWkFzeWUzaHU3OUJ3?oc=5" target="_blank">DRL-based multi-objective task scheduling for edge-cloud computing: latency, energy, and SLA optimisation</a>  <font color="#6f6f6f">Nature</font>

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New framework optimizes dynamic task allocation across edge-fog-cloud crowdsensing systems
Bioengineer.orggeneral

New framework optimizes dynamic task allocation across edge-fog-cloud crowdsensing systems

<a href="https://news.google.com/rss/articles/CBMitgFBVV95cUxNdERCTDhjYkVDMVA1TVF1Wko4X0tMWm5nR1MxRGV0R0doVXFoS3JuQWJfblB3RGJkclV5elNDUWV5M0NfOHlka2d0bTVEUHZNclhaekJ6MEVjWE82VHlpU0pZWS1fOTk4TTlXY0pEWmN6NC1KZ2NQSDhvbk5sVXVuNU8wS0hMdEF0ZG1FdklzYVlpVHF1a1IzUlBnMjBFQVBEZkNCSGNsbS0zbHljYnZFbWRzTjZIZw?oc=5" target="_blank">New framework optimizes dynamic task allocation across edge-fog-cloud crowdsensing systems</a>  <font color="#6f6f6f">Bioengineer.org</font>

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Federated multi-cloud task scheduling with load balancing using multi-objective NSGA-II and reinforcement learning
Naturemarkets

Federated multi-cloud task scheduling with load balancing using multi-objective NSGA-II and reinforcement learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFAtdVg0RzRNMkVpQy1SWW9GcG94R29mZWdlMkhLUVhIbkx3M01uQ2tmbzQ5eTNFNjdvU2docVNUV1NNUDVvR1JqcnpSa3hGeWt6S0xfUmoxbFVBWUNJVDhZ?oc=5" target="_blank">Federated multi-cloud task scheduling with load balancing using multi-objective NSGA-II and reinforcement learning</a>  <font color="#6f6f6f">Nature</font>

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Reinforcement learning based multi objective task scheduling for energy efficient and cost effective cloud edge computing
Naturegeneral

Reinforcement learning based multi objective task scheduling for energy efficient and cost effective cloud edge computing

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1mSlo0by1aUHdEck5xM2FvMXh5VHV3elo2TmhRcU90Q0tZdC1meWlHNDVBS3UwWklmNmhRclItaXNWS0ZhWWs0aS1yTzVYZjEyY0VGX0p6cnd0dDF5bkpR?oc=5" target="_blank">Reinforcement learning based multi objective task scheduling for energy efficient and cost effective cloud edge computing</a>  <font color="#6f6f6f">Nature</font>

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Dynamic multi objective task scheduling in cloud computing using reinforcement learning for energy and cost optimization
Naturegeneral

Dynamic multi objective task scheduling in cloud computing using reinforcement learning for energy and cost optimization

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1yRi1XckFvRnhzUXpyUVItOWpycktxWnZBa3B3Y281R1I3UDg3VWlUWW9UQnNoZUJ6ckYzTGdYam1aS1NQbF9DejFKcjk4NWxIdGY0RW9ITkp0MkNSZTRj?oc=5" target="_blank">Dynamic multi objective task scheduling in cloud computing using reinforcement learning for energy and cost optimization</a>  <font color="#6f6f6f">Nature</font>

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DER: energy-aware financial task scheduling in multi-cloud environments with privacy constraints
Naturetech

DER: energy-aware financial task scheduling in multi-cloud environments with privacy constraints

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9BSzVSYXFxdWl1dHFHVmt3ell3amV2akJEaFJXaWU3UWZjMnFsZDNNelQ0aUlBSUhHQnNJY3Y0TGZKX0JkajJUWWw3eWVPN2M3UDFxRFp3UTkwZUUzdUFv?oc=5" target="_blank">DER: energy-aware financial task scheduling in multi-cloud environments with privacy constraints</a>  <font color="#6f6f6f">Nature</font>

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QLSA-MOEAD integration for precision task scheduling in heterogeneous computing environments
Naturegeneral

QLSA-MOEAD integration for precision task scheduling in heterogeneous computing environments

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1DRzc5TlU5QnAwSW44dUhaRU5oZ1pKQWZrNTNjcHNaMFEtZlhwZ0Y3cU92TDVpRF9uaTFuZTNybXF4WHQ5VWtpT1FveUFpT2hleGZsSDRRb0hieUc0SEdv?oc=5" target="_blank">QLSA-MOEAD integration for precision task scheduling in heterogeneous computing environments</a>  <font color="#6f6f6f">Nature</font>

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NF-MORL: a neuro-fuzzy multi-objective reinforcement learning framework for task scheduling in fog computing environments
Naturegeneral

NF-MORL: a neuro-fuzzy multi-objective reinforcement learning framework for task scheduling in fog computing environments

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9JN184dWxKMzlkVmk3MHlnaVJ4S2RKakJ3cmhVb2JpMWhSQXVXelJjNlo1VHpncTBOWE1uZG1EcE04bzBwTElseklPNDdpVkpNOEdwc2VkeHA1cW5sY3dV?oc=5" target="_blank">NF-MORL: a neuro-fuzzy multi-objective reinforcement learning framework for task scheduling in fog computing environments</a>  <font color="#6f6f6f">Nature</font>

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A novel approach for dynamic task scheduling for IOT in fog-cloud environment
Naturegeneral

A novel approach for dynamic task scheduling for IOT in fog-cloud environment

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBrTjRkQzE0TWlQdTZMUjZybHEySTJOeTIxTHNDazNvMWZob2RlLWRWcDUtVEtmUDdmdUxoQnF3ckowTVVhcmxMampLOGNPdXpKaU9MVjF5anJ1cVFORjhR?oc=5" target="_blank">A novel approach for dynamic task scheduling for IOT in fog-cloud environment</a>  <font color="#6f6f6f">Nature</font>

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SLA aware deep reinforcement learning for adaptive EdgeCloud task scheduling
Naturegeneral

SLA aware deep reinforcement learning for adaptive EdgeCloud task scheduling

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBfcnpieGFiaTRxXzViMEptM052X3FXYk1UcEI4QWllUm9wVF8yLV9tdy15R1VEYkdPMFM2UlFFcGJyM0VReFBYNmhzSy05UDV0MGpqNTQ0NWJsdTh3N09n?oc=5" target="_blank">SLA aware deep reinforcement learning for adaptive EdgeCloud task scheduling</a>  <font color="#6f6f6f">Nature</font>

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IntelliScheduler: an edge-cloud computing environment hybrid deep learning framework for task scheduling based on learning | Scientific Reports
Naturegeneral

IntelliScheduler: an edge-cloud computing environment hybrid deep learning framework for task scheduling based on learning | Scientific Reports

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9jSmk0TUJqdTZrUWJ3a09Jb2N4MmpEa0hTTy1Sak9rSFZhTDd2cl95MkxSUWEtdnBvWkVfNlBNcTNnNGhMbFV5T0ZIV2JqUG9ZRU1oMkFXY1FzMUdfVC13?oc=5" target="_blank">IntelliScheduler: an edge-cloud computing environment hybrid deep learning framework for task scheduling based on learning | Scientific Reports</a>  <font color="#6f6f6f">Nature</font>

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Quantum-Inspired Adaptive Meta-Heuristic–Machine Learning framework for resilient and energy-efficient task scheduling in multi-cloud ecosystems
Naturegeneral

Quantum-Inspired Adaptive Meta-Heuristic–Machine Learning framework for resilient and energy-efficient task scheduling in multi-cloud ecosystems

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1YUDF1aVFVZHVaVm1SWjZZV2ltZmRLZDdfd1BEaXNYSy1XendrNzNDM18weF9aa0tTUDAxd2N3b2NFNmtET1VWYmhSQnJVcTNxbWl3THlKWmRrREZ4ZzBZ?oc=5" target="_blank">Quantum-Inspired Adaptive Meta-Heuristic–Machine Learning framework for resilient and energy-efficient task scheduling in multi-cloud ecosystems</a>  <font color="#6f6f6f">Nature</font>

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Improved multi-strategy secretary bird optimization for efficient IoT task scheduling in fog cloud computing
Naturegeneral

Improved multi-strategy secretary bird optimization for efficient IoT task scheduling in fog cloud computing

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFAxck1CQ3AyTUstTGxqY3M2WFlZZlNoSklVVEdvTjZ3dGN3WDkzc2NJMkVIT2NDNEdJbDBwcEJPRmhpeEhpQUpXaTVIVkJ5TGxLRVNfMlA4N0EyS09SYVlB?oc=5" target="_blank">Improved multi-strategy secretary bird optimization for efficient IoT task scheduling in fog cloud computing</a>  <font color="#6f6f6f">Nature</font>

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Toward intelligent IoT scheduling with quantum-inspired latent models for energy and latency optimization
Naturegeneral

Toward intelligent IoT scheduling with quantum-inspired latent models for energy and latency optimization

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1EbTZ3NjA1MEZhc3p6ZXlwaGh6MnVMMXZvQll4V3lrd2Q3c3htN3FvbTFzTHlLeHpXNjdVVjZYaWEteFNGUlhZaGo1T1pWWjR4WXVZOWFaY0ZVWE1kdERV?oc=5" target="_blank">Toward intelligent IoT scheduling with quantum-inspired latent models for energy and latency optimization</a>  <font color="#6f6f6f">Nature</font>

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LaMGen: LLM-based 3D molecular generation for multi-target drug design
Naturegeneral

LaMGen: LLM-based 3D molecular generation for multi-target drug design

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5vMzVVaUZHVnBGSzNSRENJb0ZTUXFTWTRjR0F3MnVCQXRKMlM1X051YUZfMVk2WHlGV2pXTnVwWUYyWUQxTmJLZDQtdEk3RnZXZDVXa24zZlhGM2xzS0k4?oc=5" target="_blank">LaMGen: LLM-based 3D molecular generation for multi-target drug design</a>  <font color="#6f6f6f">Nature</font>

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Multi-objective and multi constrained task scheduling framework for computational grids
Naturetech

Multi-objective and multi constrained task scheduling framework for computational grids

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFA0RVVucXQ3SnR5UXN5RXFObGgzeHo3T1RNWW8yaWZXVmVqQWpNY21IUVhUZkNCZUJtOGpRel9PV1hSRUlzNVdOWmxhRm1SWThhcFA5ZXdfakpUcHp0OFRR?oc=5" target="_blank">Multi-objective and multi constrained task scheduling framework for computational grids</a>  <font color="#6f6f6f">Nature</font>

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Load balancing for cloud computing using optimized cluster based federated learning
Naturemarkets

Load balancing for cloud computing using optimized cluster based federated learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBFTXBWbS13UGc5NjN2NWpfc0VzTXNtN1FQUmRtRXUyMElxQVpCdU9rRExVbjFRUjc0UkVGVUNOMFVTOWVlNGwxdVhIZ2ZxZXZIRl9PYzNGdG14Zm8yQ0hB?oc=5" target="_blank">Load balancing for cloud computing using optimized cluster based federated learning</a>  <font color="#6f6f6f">Nature</font>

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Efficient workflow scheduling using an improved multi-objective memetic algorithm in cloud-edge-end collaborative framework
Naturegeneral

Efficient workflow scheduling using an improved multi-objective memetic algorithm in cloud-edge-end collaborative framework

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1QaWQ3YTlFbFp2aF9rVjdfeGU3Y2tBUlctV1RVTXo2aGJxd1l4d0pkY2pNcHdLNlRPNUg5V1NvbGF1dXpLdUx6WEJkWVRpaVBMYlc4aUlXOUpYRkNlM2tz?oc=5" target="_blank">Efficient workflow scheduling using an improved multi-objective memetic algorithm in cloud-edge-end collaborative framework</a>  <font color="#6f6f6f">Nature</font>

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WiMi Studies Quantum Encoding Circuit Adaptation Optimization Architecture Based on Reinforcement Learning
The Manila Timesgeneral

WiMi Studies Quantum Encoding Circuit Adaptation Optimization Architecture Based on Reinforcement Learning

<a href="https://news.google.com/rss/articles/CBMiigJBVV95cUxNeFl6VjFDSldTT0hhVk16aTUzX2Vxek9rN0c5ai1sT3pFRHFaT2gxQ3VvTFRReHBsNldqZXdhd0g3T3BqbUlDTWFpYjg0eGx3NktlMmFCR2ZyUEZqbHNXRFltT1FHb2tNcUstZEFsalZJcDRmS2RnMjV4a1g0eFlpVlhYSWlGYkc1Vk16VHV2WjRSYVhNWVBxSl9nMGEyVDZ5V29Db2JJeHk4WnpBa0RJMjhiN1lvakRSRzk5NUhpZ2h2VDhQNW4yZXVROWVqRFN6UjQ3d3RmTlFuR2thUFBYSVRpRllZVms2V0NzWldSVi1IUW9zX2h5T3lnajI1UmpXZ3o5dzNvVzg0QdIBjwJBVV95cUxPLWx3TEMxcTEwMXBGeDlGb0cxdTR4WFJKOV85cnBIbEVPV2RiTExIdnlBTFhodXZRTFluSVB6THNzUkZ0REVCcHo4UWxtZDJnYWVoeEtRVmkwdGYyQjVhVDc0YmhEUmF2ejh1M2RSMHRMRnMtUC1rREsxV0ppYl8tMlJ1dVVKSnRRSjNRTGRMelFzaEh4SDRsVThXZjBJZVl4a295cldXY0RWb3FXQmVKa3YwZGRzUHhvODNDa2oyLTFBV21DSXl2UldjQVpON09XMWV1LU03c1M5aUEySUpCMEdRU1lIOWUtQUdwNE5aUDdJWC1YR3dna04tQWIwZEkwVzFvWmc1UW05TW00ajBr?oc=5" target="_blank">WiMi Studies Quantum Encoding Circuit Adaptation Optimization Architecture Based on Reinforcement Learning</a>  <font color="#6f6f6f">The Manila Times</font>

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A novel multi objective energy efficient clustering optimization scheme based on heuristic intelligence for wireless sensor networks
Naturegeneral

A novel multi objective energy efficient clustering optimization scheme based on heuristic intelligence for wireless sensor networks

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBUdnhmLUZleE1YV1Fra2M3Q1ZqWmY4dHRteUdad3duSjFHbkd5eTNHU2ZVLTVoOG9MWE43NFZJUGo2em9EVG1xTExYR3pCVFBzbElGZnJGRTFKLWdRc200?oc=5" target="_blank">A novel multi objective energy efficient clustering optimization scheme based on heuristic intelligence for wireless sensor networks</a>  <font color="#6f6f6f">Nature</font>

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Multi objective reinforcement learning driven task offloading algorithm for satellite edge computing networks
Naturegeneral

Multi objective reinforcement learning driven task offloading algorithm for satellite edge computing networks

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE81OVhaMHVLWk4xejRTQ2pXZFhqM0VaVUpqbGJQXzNXcjd0Vkt3SXIyZWRJLWZTRlBOVEtfNTNxUVd6OFlGaDVLbEE5QlppVEVQSDJOMG9NN2dudXFkWFY4?oc=5" target="_blank">Multi objective reinforcement learning driven task offloading algorithm for satellite edge computing networks</a>  <font color="#6f6f6f">Nature</font>

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Optimizing multi-objective task scheduling in fog computing with GA-PSO algorithm for big data application
Frontiersgeneral

Optimizing multi-objective task scheduling in fog computing with GA-PSO algorithm for big data application

<a href="https://news.google.com/rss/articles/CBMijwFBVV95cUxPUk5rSk5fQXB4SEcxV204Q2ZEQ2VHbUpjVHBhQVlxSXlMbDhwTmFEcHVPLU9wZFZBR3lJaFgyYnRTR3RsOWxDVmZheVItN3FkQUVJblRSdl9KS0N3VEttSkpqMTRQaGVhT1Y2NlM0cEtrUTRXODdiaGlTb3FGTy1GVlRPWGsyTnd0QUNtSzNSUQ?oc=5" target="_blank">Optimizing multi-objective task scheduling in fog computing with GA-PSO algorithm for big data application</a>  <font color="#6f6f6f">Frontiers</font>

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Efficient deep reinforcement learning based task scheduler in multi cloud environment | Scientific Reports
Naturegeneral

Efficient deep reinforcement learning based task scheduler in multi cloud environment | Scientific Reports

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1EZE0xNXFIUWNkNXBVYU9lSzFSZWxfZnBKYTF1UVo0U0dMeXpSTVBZdFNvZTZERUY2Y3RlUWNZVVVMTk9sZEhyUGlieDBiTE4zRnZPMHRiQ183U3IySm1J?oc=5" target="_blank">Efficient deep reinforcement learning based task scheduler in multi cloud environment | Scientific Reports</a>  <font color="#6f6f6f">Nature</font>

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A multi-objective approach to load balancing in cloud environments integrating ACO and WWO techniques
Naturetech

A multi-objective approach to load balancing in cloud environments integrating ACO and WWO techniques

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE4wRFR6a0YyUmdSWURNdXYzMHQ4Z3Z3UFFKbnhVSXJlWi0yWXBDal83djUzZmZEZ2h0Qk4ycTBWdVBqWkx1OHhZQ2hfT2s3U09MUHNCaVdHYWcwWjFJQTFr?oc=5" target="_blank">A multi-objective approach to load balancing in cloud environments integrating ACO and WWO techniques</a>  <font color="#6f6f6f">Nature</font>

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Hybrid multi objective marine predators algorithm based clustering for lightweight resource scheduling and application placement in fog
Naturegeneral

Hybrid multi objective marine predators algorithm based clustering for lightweight resource scheduling and application placement in fog

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBER290eFFINDh1T3NPOWZMNGFxbW9SVG50c09tVHVMaUZKc3Z5RWVpbTRPVUF5WkZTbEZ6U05kQ05Ud3Z4blFTNmZ6bHZWaDVOLXpmU3dZUG5telZOdERv?oc=5" target="_blank">Hybrid multi objective marine predators algorithm based clustering for lightweight resource scheduling and application placement in fog</a>  <font color="#6f6f6f">Nature</font>

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Deep reinforcement learning-driven multi-objective optimization and its applications on lighting infrastructure operation and maintenance strategy
Naturetech

Deep reinforcement learning-driven multi-objective optimization and its applications on lighting infrastructure operation and maintenance strategy

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1RRWdDRW1NRlJsMVVtci1hX0RhSmxRaXV0VDRuQV9MQjFYOUhKRk5nOGhObkpQMWc1Uld1dTJfT3BfX3BuTFRxanFrNTZqQ0x6dW5EV2xCbEhsUlhlV1Y0?oc=5" target="_blank">Deep reinforcement learning-driven multi-objective optimization and its applications on lighting infrastructure operation and maintenance strategy</a>  <font color="#6f6f6f">Nature</font>

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Fault tolerant trust based task scheduler using Harris Hawks optimization and deep reinforcement learning in multi cloud environment
Naturegeneral

Fault tolerant trust based task scheduler using Harris Hawks optimization and deep reinforcement learning in multi cloud environment

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9YN2dZQnBiWXhOQ09rN2psSURJSTktY0pVNy1JbkZZbWJBWG5oSlJ3UjdPa0VCVXpKdFZNZF9ETFpVb3h3MmN2dl9OS2I0cGktUm9LZWk2QThHXzRRMFpv?oc=5" target="_blank">Fault tolerant trust based task scheduler using Harris Hawks optimization and deep reinforcement learning in multi cloud environment</a>  <font color="#6f6f6f">Nature</font>

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Decomposition-based interval multi-objective evolutionary algorithm for patrol robot path planning in chemical plants
Naturegeneral

Decomposition-based interval multi-objective evolutionary algorithm for patrol robot path planning in chemical plants

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE00bGw5aHdsOFlLYWh1TEl4UE43LVJnQzNjTVJJcVNkQmJQQnZJR1d1cHk5U3M5S19xaTRremtVdlZCR2hNT1lMTXhBRUxiVE9WQUN2V0lHMVIyaVFhdnRJ?oc=5" target="_blank">Decomposition-based interval multi-objective evolutionary algorithm for patrol robot path planning in chemical plants</a>  <font color="#6f6f6f">Nature</font>

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