{"title":"2CNF布尔公式可满足性问题与线性空间假设","authors":"Tomoyuki Yamakami","doi":"10.1016/j.jcss.2023.03.001","DOIUrl":null,"url":null,"abstract":"<div><p><span><span>We aim at investigating the solvability/insolvability of nondeterministic logarithmic-space (NL) decision, search, and optimization problems parameterized by natural size parameters using simultaneously </span>polynomial time and sub-linear space. We are particularly focused on </span><span><math><msub><mrow><mn>2SAT</mn></mrow><mrow><mn>3</mn></mrow></msub></math></span><span>—a restricted variant of the 2CNF Boolean (propositional) formula satisfiability problem in which each variable of a given 2CNF formula appears at most 3 times in the form of literals—parameterized by the total number </span><span><math><msub><mrow><mi>m</mi></mrow><mrow><mi>v</mi><mi>b</mi><mi>l</mi></mrow></msub><mo>(</mo><mi>ϕ</mi><mo>)</mo></math></span><span> of variables of each given Boolean formula </span><em>ϕ</em>. We propose a new, practical working hypothesis, called the linear space hypothesis (LSH), which asserts that <span><math><mo>(</mo><msub><mrow><mn>2SAT</mn></mrow><mrow><mn>3</mn></mrow></msub><mo>,</mo><msub><mrow><mi>m</mi></mrow><mrow><mi>v</mi><mi>b</mi><mi>l</mi></mrow></msub><mo>)</mo></math></span> cannot be solved in polynomial time using only “sub-linear” space (i.e., <span><math><msub><mrow><mi>m</mi></mrow><mrow><mi>v</mi><mi>b</mi><mi>l</mi></mrow></msub><msup><mrow><mo>(</mo><mi>x</mi><mo>)</mo></mrow><mrow><mi>ε</mi></mrow></msup><mspace></mspace><mi>p</mi><mi>o</mi><mi>l</mi><mi>y</mi><mi>l</mi><mi>o</mi><mi>g</mi><mo>(</mo><mo>|</mo><mi>x</mi><mo>|</mo><mo>)</mo></math></span> space for a constant <span><math><mi>ε</mi><mo>∈</mo><mo>[</mo><mn>0</mn><mo>,</mo><mn>1</mn><mo>)</mo></math></span>) on all instances <em>x</em>. Immediate consequences of LSH include <span><math><mi>L</mi><mo>≠</mo><mrow><mi>NL</mi></mrow></math></span>, <span><math><mrow><mi>LOGDCFL</mi></mrow><mo>≠</mo><mrow><mi>LOGCFL</mi></mrow></math></span>, and <span><math><mrow><mi>SC</mi></mrow><mo>≠</mo><mrow><mi>NSC</mi></mrow></math></span>. For our investigation, we fully utilize a key notion of “short reductions”, under which the class PsubLIN of all parameterized polynomial-time sub-linear-space solvable problems is indeed closed.</p></div>","PeriodicalId":50224,"journal":{"name":"Journal of Computer and System Sciences","volume":"136 ","pages":"Pages 88-112"},"PeriodicalIF":1.1000,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"The 2CNF Boolean formula satisfiability problem and the linear space hypothesis\",\"authors\":\"Tomoyuki Yamakami\",\"doi\":\"10.1016/j.jcss.2023.03.001\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p><span><span>We aim at investigating the solvability/insolvability of nondeterministic logarithmic-space (NL) decision, search, and optimization problems parameterized by natural size parameters using simultaneously </span>polynomial time and sub-linear space. We are particularly focused on </span><span><math><msub><mrow><mn>2SAT</mn></mrow><mrow><mn>3</mn></mrow></msub></math></span><span>—a restricted variant of the 2CNF Boolean (propositional) formula satisfiability problem in which each variable of a given 2CNF formula appears at most 3 times in the form of literals—parameterized by the total number </span><span><math><msub><mrow><mi>m</mi></mrow><mrow><mi>v</mi><mi>b</mi><mi>l</mi></mrow></msub><mo>(</mo><mi>ϕ</mi><mo>)</mo></math></span><span> of variables of each given Boolean formula </span><em>ϕ</em>. We propose a new, practical working hypothesis, called the linear space hypothesis (LSH), which asserts that <span><math><mo>(</mo><msub><mrow><mn>2SAT</mn></mrow><mrow><mn>3</mn></mrow></msub><mo>,</mo><msub><mrow><mi>m</mi></mrow><mrow><mi>v</mi><mi>b</mi><mi>l</mi></mrow></msub><mo>)</mo></math></span> cannot be solved in polynomial time using only “sub-linear” space (i.e., <span><math><msub><mrow><mi>m</mi></mrow><mrow><mi>v</mi><mi>b</mi><mi>l</mi></mrow></msub><msup><mrow><mo>(</mo><mi>x</mi><mo>)</mo></mrow><mrow><mi>ε</mi></mrow></msup><mspace></mspace><mi>p</mi><mi>o</mi><mi>l</mi><mi>y</mi><mi>l</mi><mi>o</mi><mi>g</mi><mo>(</mo><mo>|</mo><mi>x</mi><mo>|</mo><mo>)</mo></math></span> space for a constant <span><math><mi>ε</mi><mo>∈</mo><mo>[</mo><mn>0</mn><mo>,</mo><mn>1</mn><mo>)</mo></math></span>) on all instances <em>x</em>. Immediate consequences of LSH include <span><math><mi>L</mi><mo>≠</mo><mrow><mi>NL</mi></mrow></math></span>, <span><math><mrow><mi>LOGDCFL</mi></mrow><mo>≠</mo><mrow><mi>LOGCFL</mi></mrow></math></span>, and <span><math><mrow><mi>SC</mi></mrow><mo>≠</mo><mrow><mi>NSC</mi></mrow></math></span>. For our investigation, we fully utilize a key notion of “short reductions”, under which the class PsubLIN of all parameterized polynomial-time sub-linear-space solvable problems is indeed closed.</p></div>\",\"PeriodicalId\":50224,\"journal\":{\"name\":\"Journal of Computer and System Sciences\",\"volume\":\"136 \",\"pages\":\"Pages 88-112\"},\"PeriodicalIF\":1.1000,\"publicationDate\":\"2023-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Computer and System Sciences\",\"FirstCategoryId\":\"94\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0022000023000247\",\"RegionNum\":3,\"RegionCategory\":\"计算机科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"BUSINESS, FINANCE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Computer and System Sciences","FirstCategoryId":"94","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0022000023000247","RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BUSINESS, FINANCE","Score":null,"Total":0}
The 2CNF Boolean formula satisfiability problem and the linear space hypothesis
We aim at investigating the solvability/insolvability of nondeterministic logarithmic-space (NL) decision, search, and optimization problems parameterized by natural size parameters using simultaneously polynomial time and sub-linear space. We are particularly focused on —a restricted variant of the 2CNF Boolean (propositional) formula satisfiability problem in which each variable of a given 2CNF formula appears at most 3 times in the form of literals—parameterized by the total number of variables of each given Boolean formula ϕ. We propose a new, practical working hypothesis, called the linear space hypothesis (LSH), which asserts that cannot be solved in polynomial time using only “sub-linear” space (i.e., space for a constant ) on all instances x. Immediate consequences of LSH include , , and . For our investigation, we fully utilize a key notion of “short reductions”, under which the class PsubLIN of all parameterized polynomial-time sub-linear-space solvable problems is indeed closed.
期刊介绍:
The Journal of Computer and System Sciences publishes original research papers in computer science and related subjects in system science, with attention to the relevant mathematical theory. Applications-oriented papers may also be accepted and they are expected to contain deep analytic evaluation of the proposed solutions.
Research areas include traditional subjects such as:
• Theory of algorithms and computability
• Formal languages
• Automata theory
Contemporary subjects such as:
• Complexity theory
• Algorithmic Complexity
• Parallel & distributed computing
• Computer networks
• Neural networks
• Computational learning theory
• Database theory & practice
• Computer modeling of complex systems
• Security and Privacy.