Sustainable circular micro index for evaluating virtual substitution using machine learning with the path planning problem as a case study

Earth & Environmental Sciences

• machine learning 92%
• substitution 82%
• planning 57%
• index 47%
• small and medium-sized enterprise 35%
• pandemics 30%
• circular economy 29%
• profitability 26%
• resource 25%
• semiconductor 25%
• life cycle 18%
• replacement 18%
• vehicle 18%
• market 16%
• sensor 15%
• industry 14%
• economics 13%
• cost 12%
• simulation 10%
• method 5%

Engineering & Materials Science

• Substitution reactions 91%
• Motion planning 88%
• Machine learning 67%
• Virtualization 65%
• Smartphones 57%
• Industry 40%
• Profitability 27%
• Semiconductor materials 27%
• Life cycle 26%
• Antennas 19%
• Economics 19%
• Sensors 15%
• Costs 11%

Social Sciences

• substitution 100%
• virtualization 65%
• planning 55%
• small and medium-sized enterprise 33%
• learning 31%
• profitability 27%
• life cycle 23%
• learning method 22%
• shortage 21%
• resources 20%
• simulation 18%
• economy 14%
• industry 13%
• costs 13%
• market 13%
• performance 10%
• economics 9%