Using data-mining techniques to improve combinatorial optimization algorithms by Peter Jamieson, Farnaz Gharibian, Lesley Shannon, Steve Wilton

“…In this work, we show how data-mining can be used to cluster algorithmic generated data and use that data to improve algorithms that solve combinatorial optimization problems for a real-world application—the field-programmable gate array placement problem. …”
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Symmetric tensor networks for generative modeling and constrained combinatorial optimization by Javier Lopez-Piqueres, Jing Chen, Alejandro Perdomo-Ortiz

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COMBINATORIAL OPTIMIZATION UNDER UNCERTAINTY AND FORMAL MODELS OF EXPERT ESTIMATION by Alexander Anatolievich Pavlov

Subjects: “…combinatorial optimization…”
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Learning Combinatorial Optimization on Graphs: A Survey With Applications to Networking by Natalia Vesselinova, Rebecca Steinert, Daniel F. Perez-Ramirez, Magnus Boman

Subjects: “…combinatorial optimization…”
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A combinatorial optimization approach for diverse motif finding applications by Singh Mona, Zaslavsky Elena

“…</p> <p>Results</p> <p>We introduce a versatile combinatorial optimization framework for motif finding that couples graph pruning techniques with a novel integer linear programming formulation. …”
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Robust combinatorial optimization under convex and discrete cost uncertainty by Christoph Buchheim, Jannis Kurtz

“…In this survey, we discuss the state of the art of robust combinatorial optimization under uncertain cost functions. We summarize complexity results presented in the literature for various underlying problems, with the aim of pointing out the connections between the different results and approaches, and with a special emphasis on the role of the chosen uncertainty sets. …”
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The Power of Human–Algorithm Collaboration in Solving Combinatorial Optimization Problems by Tapani Toivonen, Markku Tukiainen

Subjects: “…combinatorial optimization…”
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Model‐guided combinatorial optimization of complex synthetic gene networks by Joerg Schreiber, Meret Arter, Nicolas Lapique, Benjamin Haefliger, Yaakov Benenson

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A Self-Adaptive Heuristic Algorithm for Combinatorial Optimization Problems by Cigdem Alabas-Uslu, Berna Dengiz

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Combinatorial Optimization Problems and Metaheuristics: Review, Challenges, Design, and Development by Fernando Peres, Mauro Castelli

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Methods of Combinatorial Optimization to Reveal Factors Affecting Gene Length by Alexander Bolshoy, Tatiana Tatarinova

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Machine learning for combinatorial optimization of brace placement of steel frames by Takuya Tamura, Makoto Ohsaki, Jiro Takagi

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Multi-Objective Combinatorial Optimization of Trigeneration Plants Based on Metaheuristics by Mirko M. Stojiljković, Mladen M. Stojiljković, Bratislav D. Blagojević

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Problem Formulations and Numerical Analysis in Interger Programming and Combinatorial Optimization by Graves, Stephen C., Shapiro, Jeremy F., 1939-

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Cyclic exchange and related neighborhood structures for combinatorial optimization problems by Sharma, Dushyant, 1975-

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Reinforcement learning enhanced quantum-inspired algorithm for combinatorial optimization by Beloborodov, D, Ulanov, AE, Foerster, JN, Whiteson, S, Lvovsky, AI

“…Quantum hardware and quantum-inspired algorithms are becoming increasingly popular for combinatorial optimization. However, these algorithms may require careful hyperparameter tuning for each problem instance. …”

Annealing-based quantum computing for combinatorial optimal power flow by Morstyn, T

“…This paper proposes the use of annealing-based quantum computing for solving combinatorial optimal power flow problems. Quantum annealers provide a physical computing platform which utilises quantum phase transitions to solve specific classes of combinatorial problems. …”

Distance evaluated simulated Kalman filter for combinatorial optimization problems by Md. Yusof, Zulkifli, Ibrahim, Zuwairie, Ibrahim, Ismail, Mohd. Azmi, Kamil Zakwan, Ab. Aziz, Nor Azlina, Abd. Aziz, Nor Hidayati, Tan Ah Chik @ Mohamad, Mohd. Saberi

Differential evolution : a handbook for global permutation-based combinatorial optimization / by Onwubolu, Godfrey C., Davendra, Donald

Subjects: “…Combinatorial optimization…”

Combinatorial optimization and applications : first international conference, Cocoa 2007, Xi'an, China, August 14-16, 2007 : proceedings / by COCOA 2007 (2007 : Xian Shi, China), Dress, Andreas, Xu, Yinfeng, Zhu, Binhai, 1966-

Subjects: “…Combinatorial optimization…”
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