When Optimization Is a Trap

When an algorithm exploits, it risks missing out on a better option or failing to adapt to a changing environment. Anyone who ...
IEEE

Optimal Tracking Control of Second-Order Multiagent Systems With Input Delay via Data-Driven Forward Reward Q-Learning Framework

Abstract: In this article, an optimal tracking control algorithm is derived for second-order discrete-time multiagent systems (MASs) with unknown system dynamics and input delay. First, the optimal ...
TMCnet

MicroAlgo Inc. Develops Quantum Architecture Search (QAS) Technology to Enhance VQA Robustness and Trainability, Optimizing the Potential of Quantum Computing Devices

MicroAlgo QAS, by optimizing quantum circuit architectures, can significantly enhance the robustness of VQA in various noisy environments. By automatically searching for suitable circuit designs, QAS ...
Interesting Engineering

New 3D-printed copper cold plates could slash data center cooling energy by 98%

Researchers develop a computer-chip-cooling technology by combining topology optimization with electrochemical additive ...
TMCnet

MicroAlgo Inc. Develops Optimal Precise Quantum Query Algorithm Based on Sum-of-Squares Representation Form of Boolean Functions

MicroAlgo Inc. (the "Company" or "MicroAlgo") (NASDAQ: MLGO), today announced the proposal of a new approach to solving the Boolean function query problem. This framework starts from the ...
IEEE

Optimal Placement of Programmable Tooling Machines Considering Hierarchical Structure via Sparse Learning for Multistage Assembly Processes

Abstract: End-of-line product dimensional quality assurance is crucial in multistage assembly processes (MAPs). Active control strategies involve the deployment of controllable, programmable tooling ...