Discrete Optimization最新文献

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Cardinality constrained connected balanced partitions of trees under different criteria 基数约束的树在不同条件下的连通平衡分区
IF 1.1 4区 数学
Discrete Optimization Pub Date : 2022-11-01 DOI: 10.1016/j.disopt.2022.100742
Roberto Cordone , Davide Franchi , Andrea Scozzari
{"title":"Cardinality constrained connected balanced partitions of trees under different criteria","authors":"Roberto Cordone ,&nbsp;Davide Franchi ,&nbsp;Andrea Scozzari","doi":"10.1016/j.disopt.2022.100742","DOIUrl":"https://doi.org/10.1016/j.disopt.2022.100742","url":null,"abstract":"<div><p>In this paper we study the problem of partitioning a tree with <span><math><mi>n</mi></math></span> weighted vertices into <span><math><mi>p</mi></math></span> connected components. For each component, we measure its <em>gap</em>, that is, the difference between the maximum and the minimum weight of its vertices, with the aim of minimizing the sum of such differences. We present an <span><math><mrow><mi>O</mi><mrow><mo>(</mo><msup><mrow><mi>n</mi></mrow><mrow><mn>3</mn></mrow></msup><msup><mrow><mi>p</mi></mrow><mrow><mn>2</mn></mrow></msup><mo>)</mo></mrow></mrow></math></span> time and <span><math><mrow><mi>O</mi><mrow><mo>(</mo><msup><mrow><mi>n</mi></mrow><mrow><mn>3</mn></mrow></msup><mi>p</mi><mo>)</mo></mrow></mrow></math></span> space algorithm for this problem. Then, we generalize it, requiring a minimum of <span><math><mrow><mi>ϵ</mi><mo>≥</mo><mn>1</mn></mrow></math></span> nodes in each connected component, and provide an <span><math><mrow><mi>O</mi><mrow><mo>(</mo><msup><mrow><mi>n</mi></mrow><mrow><mn>3</mn></mrow></msup><msup><mrow><mi>p</mi></mrow><mrow><mn>2</mn></mrow></msup><msup><mrow><mi>ϵ</mi></mrow><mrow><mn>2</mn></mrow></msup><mo>)</mo></mrow></mrow></math></span> time and <span><math><mrow><mi>O</mi><mrow><mo>(</mo><msup><mrow><mi>n</mi></mrow><mrow><mn>3</mn></mrow></msup><mi>p</mi><mi>ϵ</mi><mo>)</mo></mrow></mrow></math></span> space algorithm to solve this new problem version. We provide a refinement of our analysis involving the topology of the tree and an improvement of the algorithms for the special case in which the weights of the vertices have a heap structure. All presented algorithms can be straightforwardly extended to other similar objective functions. Actually, for the problem of minimizing the maximum gap with a minimum number of nodes in each component, we propose an algorithm which is independent of <span><math><mi>ϵ</mi></math></span> and requires <span><math><mrow><mi>O</mi><mrow><mo>(</mo><msup><mrow><mi>n</mi></mrow><mrow><mn>2</mn></mrow></msup><mo>log</mo><mi>n</mi><mspace></mspace><msup><mrow><mi>p</mi></mrow><mrow><mn>2</mn></mrow></msup><mo>)</mo></mrow></mrow></math></span> time and <span><math><mrow><mi>O</mi><mrow><mo>(</mo><msup><mrow><mi>n</mi></mrow><mrow><mn>2</mn></mrow></msup><mi>p</mi><mo>)</mo></mrow></mrow></math></span> space.</p></div>","PeriodicalId":50571,"journal":{"name":"Discrete Optimization","volume":null,"pages":null},"PeriodicalIF":1.1,"publicationDate":"2022-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"92024745","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Stable allocations and partially ordered sets 稳定分配和部分有序集
IF 1.1 4区 数学
Discrete Optimization Pub Date : 2022-11-01 DOI: 10.1016/j.disopt.2022.100731
Ioannis Mourtos, Michalis Samaris
{"title":"Stable allocations and partially ordered sets","authors":"Ioannis Mourtos,&nbsp;Michalis Samaris","doi":"10.1016/j.disopt.2022.100731","DOIUrl":"https://doi.org/10.1016/j.disopt.2022.100731","url":null,"abstract":"<div><p><span>We provide a linear description of the unconstrained stable allocations problem by proving that the corresponding polytope is affinely congruent to the order polytope of a </span>partially ordered set. The same holds for stable matchings hence simplifying the derivation of known polyhedral results. We also show that this congruence no longer holds for the constrained version of stable allocations. As side outcomes, we characterise the neighbouring vertices of the order polytope and the partially ordered set associated with stable allocations.</p></div>","PeriodicalId":50571,"journal":{"name":"Discrete Optimization","volume":null,"pages":null},"PeriodicalIF":1.1,"publicationDate":"2022-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"92079888","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Packing strong subgraph in digraphs 有向图中强子图的填充
IF 1.1 4区 数学
Discrete Optimization Pub Date : 2022-11-01 DOI: 10.1016/j.disopt.2022.100745
Yuefang Sun , Gregory Gutin , Xiaoyan Zhang
{"title":"Packing strong subgraph in digraphs","authors":"Yuefang Sun ,&nbsp;Gregory Gutin ,&nbsp;Xiaoyan Zhang","doi":"10.1016/j.disopt.2022.100745","DOIUrl":"https://doi.org/10.1016/j.disopt.2022.100745","url":null,"abstract":"<div><p>In this paper, we study two types of strong subgraph packing problems in digraphs, including internally disjoint strong subgraph packing problem and arc-disjoint strong subgraph packing problem. These problems can be viewed as generalizations of the famous Steiner tree packing problem and are closely related to the strong arc decomposition problem. We first prove the NP-completeness for the internally disjoint strong subgraph packing problem restricted to symmetric digraphs and Eulerian digraphs. Then we get inapproximability results for the arc-disjoint strong subgraph packing problem and the internally disjoint strong subgraph packing problem. Finally we study the arc-disjoint strong subgraph packing problem restricted to digraph compositions and obtain some algorithmic results by utilizing the structural properties.</p></div>","PeriodicalId":50571,"journal":{"name":"Discrete Optimization","volume":null,"pages":null},"PeriodicalIF":1.1,"publicationDate":"2022-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"92079886","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Finding the dimension of a non-empty orthogonal array polytope 求非空正交阵列多面体的维数
IF 1.1 4区 数学
Discrete Optimization Pub Date : 2022-08-01 DOI: 10.1016/j.disopt.2022.100727
Dursun A. Bulutoglu
{"title":"Finding the dimension of a non-empty orthogonal array polytope","authors":"Dursun A. Bulutoglu","doi":"10.1016/j.disopt.2022.100727","DOIUrl":"10.1016/j.disopt.2022.100727","url":null,"abstract":"<div><p><span><span>By using representation theory, we reduce the size of the set of possible values for the dimension of the convex hull of all feasible points of an </span>orthogonal array<span><span> (OA) defining integer linear description (ILD). Our results address the conjecture that if this polytope is non-empty, then it is full-dimensional within the </span>affine space where all the feasible points of the ILD’s linear description (LD) relaxation lie, raised by Appa et al. (2006). In particular, our theoretical results provide a sufficient condition for this polytope to be full-dimensional within the LD relaxation affine space when it is non-empty. This sufficient condition implies all the known non-trivial values of the dimension of the </span></span><span><math><mrow><mo>(</mo><mi>k</mi><mo>,</mo><mi>s</mi><mo>)</mo></mrow></math></span> assignment polytope. However, our results suggest that the conjecture mentioned above may not be true. More generally, we provide previously unknown restrictions on the feasible values of the dimension of the convex hull of all feasible points of our OA defining ILD. We also determine all possible corresponding sets of equality constraints up to equivalence that can potentially be implied by the integrality constraints of this ILD. Moreover, we find additional restrictions on the dimension of the convex hull of all feasible points, and larger sets of corresponding equality constraints for the <span><math><mrow><mi>n</mi><mo>=</mo><mn>2</mn></mrow></math></span> and even <span><math><mi>s</mi></math></span> cases. Each of these cases possesses symmetries that do not necessarily exist in the <span><math><mrow><mn>3</mn><mo>≤</mo><mi>n</mi></mrow></math></span> or odd <span><math><mi>s</mi></math></span> cases. Finally, we discuss how to decrease the number of possible values for the dimension of the convex hull of all feasible points of an arbitrary ILD as well as generate sets of corresponding equality constraints with the zero right hand side. These are the only sets of zero right hand side equality constraints up to equivalence that can potentially be implied by the integrality constraints of the ILD.</p></div>","PeriodicalId":50571,"journal":{"name":"Discrete Optimization","volume":null,"pages":null},"PeriodicalIF":1.1,"publicationDate":"2022-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130082468","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
On the analysis of optimization problems in arc-dependent networks 弧相关网络的优化问题分析
IF 1.1 4区 数学
Discrete Optimization Pub Date : 2022-08-01 DOI: 10.1016/j.disopt.2022.100729
P. Wojciechowski , M. Williamson , K. Subramani
{"title":"On the analysis of optimization problems in arc-dependent networks","authors":"P. Wojciechowski ,&nbsp;M. Williamson ,&nbsp;K. Subramani","doi":"10.1016/j.disopt.2022.100729","DOIUrl":"https://doi.org/10.1016/j.disopt.2022.100729","url":null,"abstract":"<div><p>This paper is concerned with the design and analysis of algorithms for optimization problems in arc-dependent networks. A network is said to be arc-dependent if the cost of an arc <span><math><mi>a</mi></math></span> depends upon the arc taken to enter <span><math><mi>a</mi></math></span><span>. These networks are fundamentally different from traditional networks in which the cost associated with an arc is a fixed constant and part of the input. We first study the arc-dependent shortest path (ADSP) problem, which is also known as the suffix-1 path-dependent shortest path problem in the literature. This problem has a polynomial time solution if the shortest paths are not required to be simple. The ADSP problem finds applications in a number of domains, including highway engineering, turn penalties and prohibitions, and fare rebates. In this paper, we are interested in the ADSP problem when restricted to simple paths. We call this restricted version the simple arc-dependent shortest path (SADSP) problem. We show that the SADSP problem is </span><strong>NP-complete</strong>. We present inapproximability results and an exact exponential algorithm for this problem. We also extend our results for the longest path problem in arc-dependent networks. Additionally, we explore the problem of detecting negative cycles in arc-dependent networks and discuss its computational complexity. Our results include variants of the negative cycle detection problem such as longest, shortest, heaviest, and lightest negative simple cycles.<span><sup>2</sup></span></p></div>","PeriodicalId":50571,"journal":{"name":"Discrete Optimization","volume":null,"pages":null},"PeriodicalIF":1.1,"publicationDate":"2022-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"92257291","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Two-agent bounded parallel-batching scheduling for minimizing maximum cost and makespan 最小化最大成本和完工时间的双智能体有界并行批处理调度
IF 1.1 4区 数学
Discrete Optimization Pub Date : 2022-08-01 DOI: 10.1016/j.disopt.2022.100698
Cheng He, Jing Wu, Hao Lin
{"title":"Two-agent bounded parallel-batching scheduling for minimizing maximum cost and makespan","authors":"Cheng He,&nbsp;Jing Wu,&nbsp;Hao Lin","doi":"10.1016/j.disopt.2022.100698","DOIUrl":"10.1016/j.disopt.2022.100698","url":null,"abstract":"<div><p>This paper considers the bounded parallel-batching scheduling with two agents to minimize maximum cost of agent <span><math><mi>A</mi></math></span> and makespan of agent <span><math><mi>B</mi></math></span> simultaneously, in which all jobs of agent <span><math><mi>A</mi></math></span><span> have equal processing time, the jobs from different agents can be processed in a common batch and the cost function of each agent is only determined by its own jobs. In the paper, we present a polynomial-time algorithm to generate all Pareto optimal points for the problem and determine a corresponding Pareto optimal schedule for each Pareto optimal point.</span></p></div>","PeriodicalId":50571,"journal":{"name":"Discrete Optimization","volume":null,"pages":null},"PeriodicalIF":1.1,"publicationDate":"2022-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125971798","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
On packing time-respecting arborescences 关于包装时间相关乔木
IF 1.1 4区 数学
Discrete Optimization Pub Date : 2022-08-01 DOI: 10.1016/j.disopt.2022.100702
Romain Chapoullié , Zoltán Szigeti
{"title":"On packing time-respecting arborescences","authors":"Romain Chapoullié ,&nbsp;Zoltán Szigeti","doi":"10.1016/j.disopt.2022.100702","DOIUrl":"https://doi.org/10.1016/j.disopt.2022.100702","url":null,"abstract":"<div><p>We present a slight generalization of the result of Kamiyama and Kawase (2015) on packing time-respecting arborescences in acyclic pre-flow temporal networks. Our main contribution is to provide the first results on packing time-respecting arborescences in non-acyclic temporal networks. As negative results, we prove the NP-completeness of the decision problem of the existence of 2 arc-disjoint spanning time-respecting arborescences and of a related problem proposed in this paper.</p></div>","PeriodicalId":50571,"journal":{"name":"Discrete Optimization","volume":null,"pages":null},"PeriodicalIF":1.1,"publicationDate":"2022-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"137125618","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
On the length of L-Grundy sequences 关于L-Grundy序列的长度
IF 1.1 4区 数学
Discrete Optimization Pub Date : 2022-08-01 DOI: 10.1016/j.disopt.2022.100725
Rebekah Herrman , Stephen G.Z. Smith
{"title":"On the length of L-Grundy sequences","authors":"Rebekah Herrman ,&nbsp;Stephen G.Z. Smith","doi":"10.1016/j.disopt.2022.100725","DOIUrl":"10.1016/j.disopt.2022.100725","url":null,"abstract":"<div><p>An L-sequence of a graph <span><math><mi>G</mi></math></span> is a sequence of distinct vertices <span><math><mrow><mi>S</mi><mo>=</mo><mrow><mo>(</mo><msub><mrow><mi>v</mi></mrow><mrow><mn>1</mn></mrow></msub><mo>,</mo><mo>…</mo><mo>,</mo><msub><mrow><mi>v</mi></mrow><mrow><mi>k</mi></mrow></msub><mo>)</mo></mrow></mrow></math></span> such that <span><math><mrow><mi>N</mi><mrow><mo>[</mo><msub><mrow><mi>v</mi></mrow><mrow><mi>i</mi></mrow></msub><mo>]</mo></mrow><mo>∖</mo><msubsup><mrow><mo>∪</mo></mrow><mrow><mi>j</mi><mo>=</mo><mn>1</mn></mrow><mrow><mi>i</mi><mo>−</mo><mn>1</mn></mrow></msubsup><mi>N</mi><mrow><mo>(</mo><msub><mrow><mi>v</mi></mrow><mrow><mi>j</mi></mrow></msub><mo>)</mo></mrow><mo>≠</mo><mo>0̸</mo></mrow></math></span>. The length of a longest L-sequence is called the L-Grundy domination number, denoted <span><math><mrow><msubsup><mrow><mi>γ</mi></mrow><mrow><mi>g</mi><mi>r</mi></mrow><mrow><mi>L</mi></mrow></msubsup><mrow><mo>(</mo><mi>G</mi><mo>)</mo></mrow></mrow></math></span>. In this paper, we prove <span><math><mrow><msubsup><mrow><mi>γ</mi></mrow><mrow><mi>g</mi><mi>r</mi></mrow><mrow><mi>L</mi></mrow></msubsup><mrow><mo>(</mo><mi>G</mi><mo>)</mo></mrow><mo>≤</mo><mi>n</mi><mrow><mo>(</mo><mi>G</mi><mo>)</mo></mrow><mo>−</mo><mi>δ</mi><mrow><mo>(</mo><mi>G</mi><mo>)</mo></mrow><mo>+</mo><mn>1</mn></mrow></math></span>, which was conjectured by Brešar, Gologranc, Henning, and Kos. We also prove some initial results about characteristics of <span><math><mi>n</mi></math></span>-vertex graphs satisfying <span><math><mrow><msubsup><mrow><mi>γ</mi></mrow><mrow><mi>g</mi><mi>r</mi></mrow><mrow><mi>L</mi></mrow></msubsup><mrow><mo>(</mo><mi>G</mi><mo>)</mo></mrow><mo>=</mo><mi>n</mi></mrow></math></span>.</p></div>","PeriodicalId":50571,"journal":{"name":"Discrete Optimization","volume":null,"pages":null},"PeriodicalIF":1.1,"publicationDate":"2022-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121208941","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
LP-based approximation for uniform capacitated facility location problem 均匀容能设施选址问题的lp逼近
IF 1.1 4区 数学
Discrete Optimization Pub Date : 2022-08-01 DOI: 10.1016/j.disopt.2022.100723
Sapna Grover , Neelima Gupta , Samir Khuller
{"title":"LP-based approximation for uniform capacitated facility location problem","authors":"Sapna Grover ,&nbsp;Neelima Gupta ,&nbsp;Samir Khuller","doi":"10.1016/j.disopt.2022.100723","DOIUrl":"10.1016/j.disopt.2022.100723","url":null,"abstract":"<div><p><span><span>In this paper, we study uniform hard capacitated facility location problem. The standard LP for the problem is known to have an unbounded integrality gap. We present constant factor approximation by </span>rounding a solution to the standard LP with a slight </span><span><math><mrow><mo>(</mo><mn>1</mn><mo>+</mo><mi>ϵ</mi><mo>)</mo></mrow></math></span> violation in the capacities.</p><p>Our result shows that the standard LP is not too bad.</p><p>Our algorithm is simple and more efficient as compared to the strengthened LP-based true approximation that uses the inefficient ellipsoid method with a separation oracle. True approximations are also known for the problem using local search techniques that suffer from the problem of convergence. Moreover, solutions based on standard LP are easier to integrate with other LP-based algorithms.</p><p>The result is also extended to give the first approximation for uniform hard capacitated <span><math><mi>k</mi></math></span>-facility location problem violating the capacities by a factor of <span><math><mrow><mo>(</mo><mn>1</mn><mo>+</mo><mi>ϵ</mi><mo>)</mo></mrow></math></span> and breaking the barrier of 2 in capacity violation. The result violates the cardinality by a factor of <span><math><mfrac><mrow><mn>2</mn></mrow><mrow><mn>1</mn><mo>+</mo><mi>ϵ</mi></mrow></mfrac></math></span>.</p></div>","PeriodicalId":50571,"journal":{"name":"Discrete Optimization","volume":null,"pages":null},"PeriodicalIF":1.1,"publicationDate":"2022-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131270426","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
A theoretical justification of the set covering greedy heuristic of Caprara et al. capprara等人的集合覆盖贪心启发式的理论证明。
IF 1.1 4区 数学
Discrete Optimization Pub Date : 2022-08-01 DOI: 10.1016/j.disopt.2022.100700
Torbjörn Larsson, Nils-Hassan Quttineh
{"title":"A theoretical justification of the set covering greedy heuristic of Caprara et al.","authors":"Torbjörn Larsson,&nbsp;Nils-Hassan Quttineh","doi":"10.1016/j.disopt.2022.100700","DOIUrl":"10.1016/j.disopt.2022.100700","url":null,"abstract":"<div><p>Large scale set covering problems have often been approached by constructive greedy heuristics, and much research has been devoted to the design and evaluation of various greedy criteria for such heuristics. A criterion proposed by Caprara et al. (1999) is based on reduced costs with respect to the yet unfulfilled constraints, and the resulting greedy heuristic is reported to be superior to those based on original costs or ordinary reduced costs.</p><p>We give a theoretical justification of the greedy criterion proposed by Caprara et al. by deriving it from a global optimality condition for general non-convex optimisation problems. It is shown that this criterion is in fact greedy with respect to incremental contributions to a quantity which at termination coincides with the deviation between a Lagrangian dual bound and the objective value of the feasible solution found.</p></div>","PeriodicalId":50571,"journal":{"name":"Discrete Optimization","volume":null,"pages":null},"PeriodicalIF":1.1,"publicationDate":"2022-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1572528622000135/pdfft?md5=c47eb15145df224a815aa72a5c23497a&pid=1-s2.0-S1572528622000135-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123680892","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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