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Connecting AFB_BJ+ with soft arc consistency

Rachid Adrdor, Redouane Ezzahir, Lahcen Koutti
2018 International Journal of Computing and Optimization  
Our experimental analysis on several benchmarks shows that thanks to AC * , AFB BJ + -AC * improves the basic AFB BJ + .  ...  Recently, researchers have shown that including soft arc consistency (AC * ) in DCOP algorithms causes significant improvements in their performance.  ...  BnB-Adopt + -AC * and BnB-Adopt + -DP2 perform badly when solving Max-DisCSP and Random DCOPs.  ... 
doi:10.12988/ijco.2018.857 fatcat:g3q6wrcanrb3fdovk5ujtjocpu

Maintaining Soft Arc Consistencies in BnB-ADOPT + during Search [chapter]

Patricia Gutierrez, Jimmy H. M. Lee, Ka Man Lei, Terrence W. K. Mak, Pedro Meseguer
2013 Lecture Notes in Computer Science  
BnB-ADOPT + -AC and BnB-ADOPT + -FDAC [Gutierrez and Meseguer, 2010a] incorporate consistency enforcement during search into BnB-ADOPT + [Gutierrez and Meseguer, 2010b] , obtaining efficiency improvements  ...  In the following, we outline the issues and solutions used in maintaining AC and FDAC in BnB-ADOPT + .  ... 
doi:10.1007/978-3-642-40627-0_30 fatcat:iew2362z6fa4jbv6milpmdakq4

Layering-ADOPT: ADOPT with Layering Boundary

Chen He, Ziyu Chen, Zhen He
2017 DEStech Transactions on Engineering and Technology Research  
In the experiment, Layering-ADOPT and ADOPT as well as BnB-ADOPT are compared on random DCOPs. The results show that Layering-ADOPT is superior to ADOPT and BnB-ADOPT on the test problems.  ...  A layering DCOP algorithm to combine ADOPT and BnB-ADOPT is proposed to remedy their weakness, named Layering-ADOPT.  ...  Many search algorithms based on ADOPT and BnB-ADOPT have been proposed, like ADOPT + [7] , BnB-ADOPT + [8] , and BnB-ADOPT + -AC [9] .  ... 
doi:10.12783/dtetr/iceta2016/6990 fatcat:w2vlrdl4lbar3mly4xbaabpmre

Bulgaria: Financial Sector Assessment Program: Technical Note-Stocktaking of Progress Achieved by the Bulgarian National Bank in Strengthening Banking Supervision

International Monetary Fund.
2017 IMF Staff Country Reports  
The Plan aims to address the issues identified in the 2015 BCP report by improving the BNB's banking supervisory process and structure.  ...  Cooperation and information sharing with key domestic partners has been improved by signing three new Memoranda of Understanding (MoU).  ...  To improve conformity with CP 15, the BNB has initiated the following activities: a.  ... 
doi:10.5089/9781484308400.002 fatcat:ilqr4d7wnvem3ep4p27t546kte

Bulgaria: Financial System Stability Assessment-Press Release; Staff Report; and Statement by the Executive Director for Bulgaria

International Monetary Fund
2017 IMF Staff Country Reports  
The BNB is targeting 2017 for the adoption of new banking supervision process and inspection manuals. 5.  ...  The BNB needs to improve accountability and effectiveness by addressing three key areas.  ...  The BNB also introduced quarterly and annual reporting templates.  ... 
doi:10.5089/9781484301524.002 fatcat:ny7mbbw3ojdpxhh26ifxe7546u

Hybrid Learning with New Value Function for the Maximum Common Subgraph Problem [article]

Yanli Liu, Jiming Zhao, Chu-Min Li, Hua Jiang, Kun He
2022 arXiv   pre-print
Extensive experiments show that McSplitDAL significantly improves the current best BnB algorithms, McSplit+LL and McSplit+RL.  ...  The method of selecting the vertices to match is essential for the performance of BnB.  ...  McSplit+LL (Zhou et al. 2022 ) further proposes a long-short memory and leaf vertex union match to improve the performance of a BnB MCS algorithm.  ... 
arXiv:2208.08620v1 fatcat:hvkc5vf2zfajldnoqkgq37uh3y

Enforcing Full Arc Consistency in Asynchronous Forward Bounding Algorithm

Rachid Adrdor, Lahcen Koutti
2022 Journal of Communications Software and Systems  
This level is based on reapplying AC * several times, which gives the possibility of making more deletions and thus quickly reaching the optimal solution.  ...  Among them, there are Adopt [19] , BnB-Adopt [25] , BnB-Adopt + [13] , SyncBB [15] , AFB [11] , [21] , AFB BJ + [23] , AFB BJ + AC * [1]- [3] , AFB BJ + DAC * [4] , [5] , etc.  ...  As for BnB-Adopt + DP2 algorithm, it remains largely delayed compared to the other algorithms.  ... 
doi:10.24138/jcomss-2021-0083 fatcat:kk6yaebtqzfaxojqlfn4vpdi2q

Asynchronous Forward-Bounding algorithm with Directional Arc Consistency

Rachid Adrdor, Lahcen Koutti
2021 International Conference on Logic Programming  
The AFB_BJ + -AC * algorithm is one of the latest algorithms used to solve Distributed Constraint Optimization Problems known as DCOPs.  ...  In fact, these techniques have greatly contributed to improving the performance of the AFB_BJ + algorithm in solving DCOPs, but there are some exceptions in which they have no effect due to the limited  ...  Algorithms with various search strategies have been suggested to solve DCOPs, for example, Adopt [4] , BnB-Adopt [5] , BnB-Adopt + [6] , SyncBB [7] , AFB [3] , AFB_BJ + [8] , AFB_BJ + -AC * [9,  ... 
dblp:conf/iclp/AdrdorK21 fatcat:j4udmgdcgvhmfgv5rzp4gctwmm

Bulgaria: Request for Stand-By Arrangement--Staff Report; Staff Statement; and Press Release on the Executive Board Discussion

International Monetary Fund
2002 IMF Staff Country Reports  
The limits will be monitored from the accounts of the banking system and marked-to-market data of other highly liquid foreign assets of the central government, to be provided monthly by the BNB and the  ...  BNB BNB BNB BNB BNB NSI BNB BNB MoF NSI MoF and BNB Mode of Reporting Email Email Email Email Email Email Email Email Email Email/fax Email Posted on the from BNB from BNB from BNB from BNB from BNB from  ...  which will be adopted by end-March 2002.  ... 
doi:10.5089/9781451804362.002 fatcat:6m33evliwvebnimzobgrmt5pve

Bringing nature back into cities

Luis Mata, Cristina E. Ramalho, Jade Kennedy, Kirsten M. Parris, Leonie Valentine, Maddison Miller, Sarah Bekessy, Sarrah Hurley, Zena Cumpston, Davide Geneletti
2020 People and Nature  
| UNLO CK ING THE P OTENTIAL OF AC TI ON S TO B RING NATURE BACK INTO CITIE S -S E VEN K E Y PER S PEC TIVE S As interdisciplinary scholars engaged with the theory and practice of caring for nature  ...  Indeed, it can be outlined in terms of the diffusion of innovation theory-the study of the mechanisms, rates and patterns by which new ideas are adopted by the members of a social system (Rogers, 2003  ... 
doi:10.1002/pan3.10088 fatcat:ylxpa6pdj5bx3j5bkf74uvmbmu

Consensus set maximization with guaranteed global optimality for robust geometry estimation

Hongdong Li
2009 2009 IEEE 12th International Conference on Computer Vision  
The author thanks the anonymous reviewers' for insightful comments which greatly improve the presentation of the paper.  ...  Because the BnB algorithm is relatively novel in the robust estimation context, many things are left open in the paper. There is still much to be improved in the future.  ...  When outliers are present, the DLT estimate must be purely based on inlying points, and must not take into ac-count any outlier.  ... 
doi:10.1109/iccv.2009.5459398 dblp:conf/iccv/Li09 fatcat:p3i566m6vbhefbb5g4h46w2rim

A Sampling Approach for Proactive Project Scheduling under Generalized Time-dependent Workability Uncertainty

Wen Song, Donghun Kang, Jie Zhang, Zhiguang Cao, Hui Xi
2019 The Journal of Artificial Intelligence Research  
Nevertheless, we plan to study how to introduce effective dominance rules to BnB-Flow, since they could help in significantly improving the computational efficiency.  ...  RS(A c ) = (a i ,a j )∈Res(Ac) RS(a i , a j ). We aim at obtaining a MCS A mc ⊆ A c with the highest resource score.  ...  As shown, the first solutions returned by BnB-Flow tend to have higher quality than that of BnB-MCS (on average 9% improvement).  ... 
doi:10.1613/jair.1.11369 fatcat:gaanzgommbdxtpzgvkijs6eidu

Bulgaria: Financial Sector Assessment Program - Detailed Assessment of Observance on the Basel Core Principles for Effective Banking Supervision

International Monetary Fund
2015 IMF Staff Country Reports  
The supervisor seeks improvements if deficiencies are identified.  ...  the bank to hold additional capital or to improve banks' financial position.  ... 
doi:10.5089/9781513506708.002 fatcat:dffv6hijajdrfg5ikwhw2bdlhe

Joint Beamforming and Admission Controlfor Cache-Enabled Cloud-RAN with LimitedFronthaul Capacity

Gan Zheng, Ashraf Bsebsu, Sangarapillai Lambotharan, Kanapathippillai Cumanan, Basil AsSadhan
2020 IET Signal Processing  
Caching some popular content at the local storage in RRHs or user terminals during the off-peak time [9, 10] will significantly improve the network throughput and delay.  ...  AC for downlink beamforming The problem P 1 is MI-SOCP [19, 20, 22, 26] .  ... 
doi:10.1049/iet-spr.2019.0247 fatcat:zat3kwqiandd3hkxn3xzdwjl6e

Can it Ever Be Better Never to Have Existed At All? Person-Based Consequentialism and a New Repugnant Conclusion

Melinda A. Roberts
2003 Journal of Applied Philosophy  
According to AC, just the opposite is true.  ...  BNB [44] .  ...  having a property and existing do not necessarily come together (Pegasus on such accounts does not exist in the ordinary sense but nonetheless has wings), I do not particularly want the plausibility of BNB  ... 
doi:10.1111/1468-5930.00244 pmid:15038375 fatcat:2pfiuu6aejgsdgagchi47dkp7y
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