simulated annealing
PulseAugur coverage of simulated annealing — every cluster mentioning simulated annealing across labs, papers, and developer communities, ranked by signal.
4 day(s) with sentiment data
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New heuristics improve radiotherapy scheduling efficiency
Researchers have developed new heuristic methods, RTSP First Fit and RTSP Best Fit, to optimize radiotherapy scheduling, addressing limitations of existing integer linear programming models. These heuristics, when combi…
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New benchmark BBOPlace-Bench advances AI for chip placement
Researchers have introduced BBOPlace-Bench, a novel benchmark designed to evaluate and advance black-box optimization (BBO) algorithms specifically for chip placement tasks. This benchmark addresses a gap in existing to…
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New ARDL model embeds fairness in retail pricing strategies
Researchers have developed a new methodology for dynamic pricing in retail that incorporates fairness constraints to balance profitability with consumer welfare. The approach uses a log-log Autoregressive Distributed La…
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New heuristic matches advanced routing algorithms with vastly reduced computation
Researchers have developed a new reward-density heuristic, termed the Efficiency heuristic, for dynamic multi-vehicle routing problems. This heuristic aims to maximize cumulative reward collected by a fleet of vehicles …
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New tool synthesizes probabilistic processors using Ising model for optimization
Researchers have developed a new tool designed to synthesize and simulate probabilistic processors that leverage the Ising model for solving complex combinatorial optimization problems. This tool automatically generates…
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New conservation law quantifies program discovery costs
A new paper introduces a conservation law for program discovery, suggesting that injecting structural knowledge into a search algorithm trades off directly against the search effort. This law quantifies the cost of find…
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Metaheuristic Algorithms Optimize Appliance Scheduling for Solar Energy
This paper introduces a metaheuristic approach using Iterated Local Search (ILS) and Simulated Annealing (SA) to optimize appliance scheduling for solar energy management. The goal is to maximize the utilization of sola…
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New Caching Techniques Boost LLM and Diffusion Model Efficiency
Researchers have developed MiniPIC, a new method for efficient caching in large language model inference that requires fewer than 100 lines of code changes to existing systems like vLLM. This approach improves prefill t…