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This special issue of Applied Sciences focuses on technologies, algorithms and applications for planning, scheduling and optimization. It covers a range of topics, including conventional, meta-heuristic and other approaches, Internet-of-Things (IOT) sensors, data streaming, real-time big data analytics, and more. Researchers from both industry and academia are invited to submit theoretical or practical research. Submissions are accepted until the deadline and accepted papers will be published continuously in the journal.