Výsledky vyhledávání - "Mixed-integer programming"

Strong mixed-integer programming formulations for trained neural networks Autor Anderson, Ross, Huchette, Joey, Ma, Will, Tjandraatmadja, Christian, Vielma, Juan Pablo

“…We present strong mixed-integer programming (MIP) formulations for high-dimensional piecewise linear functions that correspond to trained neural networks…”
Získat plný text

A survey for solving mixed integer programming via machine learning Autor Zhang, Jiayi, Liu, Chang, Li, Xijun, Zhen, Hui-Ling, Yuan, Mingxuan, Li, Yawen, Yan, Junchi

“… In this paper, we survey the trend of leveraging ML to solve the mixed-integer programming problem (MIP…”
Získat plný text

Mixed-integer programming in motion planning Autor Ioan, Daniel, Prodan, Ionela, Olaru, Sorin, Stoican, Florin, Niculescu, Silviu-Iulian

“… (Mixed-integer Programming). Although in the early 2000s MIP was still seen with reluctance as method for solving motion planning-related problems, nowadays, due to increases in computational power and theoretical advances…”
Získat plný text

Learning to select cuts for efficient mixed-integer programming Autor Huang, Zeren, Wang, Kerong, Liu, Furui, Zhen, Hui-Ling, Zhang, Weinan, Yuan, Mingxuan, Hao, Jianye, Yu, Yong, Wang, Jun

“… Cutting plane methods play a significant role in modern solvers for tackling mixed-integer programming (MIP) problems…”
Získat plný text

MIPLIB 2017: data-driven compilation of the 6th mixed-integer programming library Autor Gleixner, Ambros, Hendel, Gregor, Gamrath, Gerald, Achterberg, Tobias, Bastubbe, Michael, Berthold, Timo, Christophel, Philipp, Jarck, Kati, Koch, Thorsten, Linderoth, Jeff, Lübbecke, Marco, Mittelmann, Hans D., Ozyurt, Derya, Ralphs, Ted K., Salvagnin, Domenico, Shinano, Yuji

“…We report on the selection process leading to the sixth version of the Mixed Integer Programming Library, MIPLIB 2017…”
Získat plný text

Stability Verification of Neural Network Controllers Using Mixed-Integer Programming Autor Schwan, Roland, Jones, Colin N., Kuhn, Daniel

“…We propose a framework for the stability verification of Mixed-Integer Linear Programming (MILP) representable control policies. This framework compares a…”
Získat plný text

A Survey on Mixed-Integer Programming Techniques in Bilevel Optimization Autor Kleinert, Thomas, Labbé, Martine, Ljubić, Ivana, Schmidt, Martin

“…•We survey mixed-integer programming techniques as they are applied in bilevel optimization…”
Získat plný text

Deterministic electric power infrastructure planning: Mixed-integer programming model and nested decomposition algorithm Autor Lara, Cristiana L., Mallapragada, Dharik S., Papageorgiou, Dimitri J., Venkatesh, Aranya, Grossmann, Ignacio E.

“…•Mixed-integer model optimizes generation investment and hourly operation decisions.•Aggregation and time sampling for reducing dimension of spatial and…”
Získat plný text

A study of distributionally robust mixed-integer programming with Wasserstein metric: on the value of incomplete data Autor Ketkov, Sergey S.

“…This study addresses a class of linear mixed-integer programming (MILP) problems that involve uncertainty in the objective function parameters…”
Získat plný text

Mixed-integer programming model and hybrid local search genetic algorithm for human-robot collaborative disassembly line balancing problem Autor Wu, Tengfei, Zhang, Zeqiang, Zeng, Yanqing, Zhang, Yu

“…). First, a mixed-integer programming (MIP) model is devised for the HRC-DLBP to minimise the number of workstations, smoothness index, and various costs…”
Získat plný text

Mixed Integer Programming models for job shop scheduling: A computational analysis Autor Ku, Wen-Yang, Beck, J. Christopher

“…In both industry and the research literature, Mixed Integer Programming (MIP) is often the default approach for solving scheduling problems…”
Získat plný text

A computational status update for exact rational mixed integer programming Autor Eifler, Leon, Gleixner, Ambros

“…The last milestone achievement for the roundoff-error-free solution of general mixed integer programs over the rational numbers was a hybrid-precision…”
Získat plný text

Local-MIP: Efficient local search for mixed integer programming Autor Lin, Peng, Cai, Shaowei, Zou, Mengchuan, Lin, Jinkun

“…Mixed Integer Programming (MIP) is a fundamental model in operations research with broad industrial applications…”
Získat plný text

MIPLIB 2010: Mixed Integer Programming Library version 5 Autor Koch, Thorsten, Achterberg, Tobias, Andersen, Erling, Bastert, Oliver, Berthold, Timo, Bixby, Robert E., Danna, Emilie, Gamrath, Gerald, Gleixner, Ambros M., Heinz, Stefan, Lodi, Andrea, Mittelmann, Hans, Ralphs, Ted, Salvagnin, Domenico, Steffy, Daniel E., Wolter, Kati

“…This paper reports on the fifth version of the Mixed Integer Programming Library…”
Získat plný text

Distribution Locational Marginal Pricing for Optimal Electric Vehicle Charging Through Chance Constrained Mixed-Integer Programming Autor Liu, Zhaoxi, Wu, Qiuwei, Oren, Shmuel S., Huang, Shaojun, Li, Ruoyang, Cheng, Lin

“…This paper presents a distribution locational marginal pricing (DLMP) method through chance constrained mixed-integer programming (MIP…”
Získat plný text

A mixed integer programming approach to minibeam aperture optimization for multi‐collimator proton minibeam radiotherapy Autor Shinde, Nimita, Zhang, Weijie, Lin, Yuting, Gao, Hao

“… Purpose This work introduces a novel mixed integer programming (MIP) approach to MAO for optimizing MC‐pMBRT plan quality…”
Získat plný text

On handling indicator constraints in mixed integer programming Autor Belotti, Pietro, Bonami, Pierre, Fischetti, Matteo, Lodi, Andrea, Monaci, Michele, Nogales-Gómez, Amaya, Salvagnin, Domenico

“…Mixed integer programming (MIP) is commonly used to model indicator constraints, i.e., constraints that either hold or are relaxed depending on the value of a binary variable…”
Získat plný text

Multistage distributionally robust mixed-integer programming with decision-dependent moment-based ambiguity sets Autor Yu, Xian, Shen, Siqian

“…We study multistage distributionally robust mixed-integer programs under endogenous uncertainty, where the probability distribution of stage-wise uncertainty…”
Získat plný text

A mixed integer programming approach to the tensor complementarity problem Autor Du, Shouqiang, Zhang, Liping

“… In this paper, we propose a mixed integer programming approach for solving the tensor complementarity problem…”
Získat plný text

Safe planning using mixed-integer programming for autonomous vehicles coordination Autor Samada, Sergio E., Puig, Vicenç, Nejjari, Fatiha, Sarrate, Ramon

“…Coordination between intelligent vehicles is essential for the advancement of fully autonomous driving. Ensuring safety is the primary focus of this challenge…”
Získat plný text