← Back to Research Radar
Academic Publication Academic Publication

Artificial Intelligence in Logistics Optimization with Sustainable Criteria: A Review

173
Citations
October 22, 2024
Published Date

Research Abstract & Technology Focus

In recent years, the integration of artificial intelligence (AI) into logistics optimization has gained significant attention, particularly concerning sustainability criteria. This article provides an overview of the diverse AI models and algorithms employed in logistics optimization, with a focus on sustainable practices. The discussion covers several techniques, including generative models, machine learning methods, metaheuristic algorithms, and their synergistic combinations with traditional optimization and simulation methods. By employing AI capabilities, logistics stakeholders can enhance decision-making processes, optimize resource utilization, and minimize environmental impacts. Moreover, this paper identifies and analyzes prominent challenges within sustainable logistics, such as reducing carbon emissions, minimizing waste generation, and optimizing transportation routes while considering ecological factors. Furthermore, the paper explores emerging trends in AI-driven logistics optimization, such as the integration of real-time data analytics, blockchain technology, and autonomous systems, which hold immense potential for enhancing efficiency and sustainability. Finally, the paper outlines future research directions, emphasizing the need for further exploration of hybrid AI approaches, robust optimization frameworks, and scalable solutions that accommodate dynamic and uncertain logistics environments.
artificial intelligence logistics optimization sustainable criteria
Read Full Literature

AI Semantic Synergy Context

Connecting this academic literature to real-world market discussions and products.

crossref.org › academic paper
0%

Artificial Intelligence in Financial and Supply Chain Optimization: Predictive Analytics for Business Growth and Market Stability in The USA

This study investigates the application of Artificial Intelligence (AI) and Machine Learning (ML) in optimizing supply chain operations and financial forecasting in the USA. The research examines h...
crossref.org › academic paper
0%

Leveraging artificial intelligence and advanced food processing techniques for enhanced food safety, quality, and security: a comprehensive review

AbstractArtificial intelligence is emerging as a transformative force in addressing the multifaceted challenges of food safety, food quality, and food security. This review synthesizes advancements...
openalex.org › research concept
0%

Artificial Intelligence for Social Good: Transforming the Lives of Tribal Women Entrepreneurs

The convergence of Artificial Intelligence for Social Good (AI4SG) and the marginalized economic sectors is a boundary in the inclusive technological development. The study explores the potential o...
crossref.org › academic paper
0%

Optimizing renewable energy systems through artificial intelligence: Review and future prospects

The global transition toward sustainable energy sources has prompted a surge in the integration of renewable energy systems (RES) into existing power grids. To improve the efficiency, reliability, ...
github.com › AI insight
0%

Considering a different formulation

This issue proposes an alternative, data-dependent query formulation for Attention Residuals, moving beyond the current static query vector. The proposed method involves calculating unnormalized ro...

Frequently Asked Questions (FAQ)

Curated market intelligence mapped to this research.

What is the core focus of the research titled 'Artificial Intelligence in Logistics Optimization with Sustainable Criteria: A Review'?

This literature focuses on: In recent years, the integration of artificial intelligence (AI) into logistics optimization has gained significant attention, particularly concerning sustainability criteria. This article provides an overview of the diverse AI models and algorith...

Are there open-source GitHub repositories related to Artificial Intelligence in Logistics Optimization with Sustainable Criteria: A Review?

Yes, open-source projects like BigBodyCobain/Shadowbroker (Open-source intelligence for the global theater. Track everything from the corporate/private jets of the wealthy, and spy satellites, to seismic ev...) are actively building upon these concepts.

Which startups are commercializing the technology behind Artificial Intelligence in Logistics Optimization with Sustainable Criteria: A Review?

Products like JusticeFlow - AI-Powered Legal Practice are bringing this to market. Their focus is: Legal Practice Management with AI-Powered Intelligence.

What other academic literature is closely related to 'Artificial Intelligence in Logistics Optimization with Sustainable Criteria: A Review'?

Yes, highly correlated activity was mapped. An entry titled 'Artificial Intelligence in Financial and Supply Chain Optimization: Predictive Analytics for Business Growth and Market Stability in The USA' discusses this: This study investigates the application of Artificial Intelligence (AI) and Machine Learning (ML) in optimizing supply chain operations and financi...

Cite this Market Intelligence Report

Reference our AI-mapped synergy between this research and the commercial market to instantly build authority.

Commercial Realization

Startups and Open Source tools heavily associated with the concepts explored in this paper.

Associated Media Narrative