├── .idea ├── TSP.iml ├── dictionaries │ └── cheng.xml ├── misc.xml ├── modules.xml └── vcs.xml ├── README.md ├── datasets ├── berlin52 ├── dist12_1 ├── dist12_2 ├── dist12_3 ├── dist12_4 ├── dist14_1 ├── dist14_2 ├── dist14_3 ├── dist14_4 ├── dist16_1 ├── dist16_2 ├── dist16_3 ├── dist16_4 ├── dist18_1 ├── dist18_2 ├── dist18_3 ├── dist18_4 └── eil51 ├── reference ├── IntegerOptimizationOfTSP │ ├── Lingo2.lg4 │ ├── Lingo_12_Users_Manual.pdf │ ├── MTSP.lg4 │ ├── TSP.lg4 │ └── lingo教程.doc ├── handin-materials │ ├── An ant colony algorithm for solving fixed destination multi-depot multiple.pdf │ ├── Research_report.docx │ ├── 基于限制路径节点数和交叉避免的MINMAX多旅行商问题算法研究与实现.pptx │ ├── 论文-20154330_程小桂.docx │ ├── 闄勪欢1-5锛_01904锛 (2).rar │ ├── 附件5A：任务书.doc │ ├── 附件5B：开题报告-计算机学院.doc │ ├── 附件5C：译文.doc │ └── 附件5D：原文.docx ├── others │ └── website_reference └── papers │ ├── An Ant Colony Optimization algorithm for solving the fixed destination multi-depot multiple traveling salesman problem with non-random parameters.pdf │ ├── An ant colony algorithm for solving fixed destination multi-depot multiple.pdf │ ├── Ant Colony System: A Cooperative Learning Approach to the Traveling Salesman Problem.pdf │ ├── Memetic algorithm based on sequential variable neighborhood descent.pdf │ ├── The m-Traveling Salesman Problem with Minmax Objective.pdf │ ├── The multiple traveling salesman problem: an overview of formulations and solution procedures.pdf │ ├── Traveling salesman problem: The human case.pdf │ ├── 一类多旅行商问题的计算及仿真分析.pdf │ ├── 基于差分进化算法的多旅行商问题优化.pdf │ └── 基于递阶遗传算法的多旅行商问题优化.pdf ├── src ├── ExactAlgorithm │ ├── ExactAlgorithm.py │ └── __init__.py ├── TravelingSalesmanProblem │ ├── AntColonyAlgorithm.py │ ├── AntColonyAlgorithmForMTSP.py │ ├── AntColonyAlgorithmWithDiagnalCrossDetection.py │ └── __init__.py ├── __init__.py ├── main.py ├── test.ipynb ├── test_by_iterations.ipynb ├── test_on_ant_colony_algorithm_for_mtsp.ipynb └── test_on_cross_avoidenc.ipynb ├── test_result ├── A1_optional.csv ├── A2_n12.csv ├── A2_n12_result.csv ├── A2_n14.csv ├── A2_n14_result.csv ├── A2_n16.csv ├── A2_n16_result.csv ├── A2_n18.csv ├── A2_n18_result.csv ├── A3_n12.csv ├── A3_n12_result.csv ├── A3_n14.csv ├── A3_n14_result.csv ├── A3_n16.csv ├── A3_n16_result.csv ├── A3_n18.csv ├── A3_n18_result.csv ├── A3_result.csv ├── A3_result.jpg ├── A3_result.xlsx ├── A4_n12.csv ├── A4_n12_result.csv ├── A4_n14.csv ├── A4_n14_result.csv ├── A4_n16.csv ├── A4_n16_result.csv ├── A4_n18.csv ├── A4_n18_result.csv ├── A4_propotion_result.csv ├── A4_result.jpg ├── A4_time_result.csv ├── A5_n12.csv ├── A5_n12_result.csv ├── A5_n14.csv ├── A5_n14_result.csv ├── A5_n16.csv ├── A5_n16_result.csv ├── A5_n18.csv ├── A5_n18_result.csv ├── A5_propotion_result.csv ├── A5_result.jpg ├── A5_time_result.csv ├── A6_n12.csv ├── A6_n12_result.csv ├── A6_n14.csv ├── A6_n14_result.csv ├── A6_n16.csv ├── A6_n16_result.csv ├── A6_n18.csv ├── A6_n18_result.csv ├── A6_propotion_result.csv ├── A6_result.jpg ├── A6_time_result.csv ├── A7_n12.csv ├── A7_n12_result.csv ├── A7_n14.csv ├── A7_n14_result.csv ├── A7_n16.csv ├── A7_n16_result.csv ├── A7_n18.csv ├── A7_n18_result.csv ├── AS_compared_to_Lingo.csv └── dist.xlsx └── venv ├── bin ├── activate ├── activate.csh ├── activate.fish ├── activate_this.py ├── easy_install ├── easy_install-2.7 ├── pip ├── pip2 ├── pip2.7 ├── python ├── python-config ├── python2 ├── python2.7 └── wheel ├── include └── python2.7 ├── lib └── python2.7 │ ├── UserDict.py │ ├── _abcoll.py │ ├── _weakrefset.py │ ├── abc.py │ ├── codecs.py │ ├── copy_reg.py │ ├── distutils │ ├── __init__.py │ └── distutils.cfg │ ├── encodings │ ├── fnmatch.py │ ├── genericpath.py │ ├── lib-dynload │ ├── linecache.py │ ├── locale.py │ ├── ntpath.py │ ├── orig-prefix.txt │ ├── os.py │ ├── posixpath.py │ ├── re.py │ ├── site-packages │ ├── easy_install.py │ ├── pip-19.0.3.dist-info │ │ ├── INSTALLER │ │ ├── LICENSE.txt │ │ ├── METADATA │ │ ├── RECORD │ │ ├── WHEEL │ │ ├── entry_points.txt │ │ └── top_level.txt │ ├── pip │ │ ├── __init__.py │ │ ├── __main__.py │ │ ├── _internal │ │ │ ├── __init__.py │ │ │ ├── build_env.py │ │ │ ├── cache.py │ │ │ ├── cli │ │ │ │ ├── __init__.py │ │ │ │ ├── autocompletion.py │ │ │ │ ├── base_command.py │ │ │ │ ├── cmdoptions.py │ │ │ │ ├── main_parser.py │ │ │ │ ├── parser.py │ │ │ │ └── status_codes.py │ │ │ ├── commands │ │ │ │ ├── __init__.py │ │ │ │ ├── check.py │ │ │ │ ├── completion.py │ │ │ │ ├── configuration.py │ │ │ │ ├── download.py │ │ │ │ ├── freeze.py │ │ │ │ ├── hash.py │ │ │ │ ├── help.py │ │ │ │ ├── install.py │ │ │ │ ├── list.py │ │ │ │ ├── search.py │ │ │ │ ├── show.py │ │ │ │ ├── uninstall.py │ │ │ │ └── wheel.py │ │ │ ├── configuration.py │ │ │ ├── download.py │ │ │ ├── exceptions.py │ │ │ ├── index.py │ │ │ ├── locations.py │ │ │ ├── models │ │ │ │ ├── __init__.py │ │ │ │ ├── candidate.py │ │ │ │ ├── format_control.py │ │ │ │ ├── index.py │ │ │ │ └── link.py │ │ │ ├── operations │ │ │ │ ├── __init__.py │ │ │ │ ├── check.py │ │ │ │ ├── freeze.py │ │ │ │ └── prepare.py │ │ │ ├── pep425tags.py │ │ │ ├── pyproject.py │ │ │ ├── req │ │ │ │ ├── __init__.py │ │ │ │ ├── constructors.py │ │ │ │ ├── req_file.py │ │ │ │ ├── req_install.py │ │ │ │ ├── req_set.py │ │ │ │ ├── req_tracker.py │ │ │ │ └── req_uninstall.py │ │ │ ├── resolve.py │ │ │ ├── utils │ │ │ │ ├── __init__.py │ │ │ │ ├── appdirs.py │ │ │ │ ├── compat.py │ │ │ │ ├── deprecation.py │ │ │ │ ├── encoding.py │ │ │ │ ├── filesystem.py │ │ │ │ ├── glibc.py │ │ │ │ ├── hashes.py │ │ │ │ ├── logging.py │ │ │ │ ├── misc.py │ │ │ │ ├── models.py │ │ │ │ ├── outdated.py │ │ │ │ ├── packaging.py │ │ │ │ ├── setuptools_build.py │ │ │ │ ├── temp_dir.py │ │ │ │ ├── typing.py │ │ │ │ └── ui.py │ │ │ ├── vcs │ │ │ │ ├── __init__.py │ │ │ │ ├── bazaar.py │ │ │ │ ├── git.py │ │ │ │ ├── mercurial.py │ │ │ │ └── subversion.py │ │ │ └── wheel.py │ │ └── _vendor │ │ │ ├── __init__.py │ │ │ ├── appdirs.py │ │ │ ├── cachecontrol │ │ │ ├── __init__.py │ │ │ ├── _cmd.py │ │ │ ├── adapter.py │ │ │ ├── cache.py │ │ │ ├── caches │ │ │ │ ├── __init__.py │ │ │ │ ├── file_cache.py │ │ │ │ └── redis_cache.py │ │ │ ├── compat.py │ │ │ ├── controller.py │ │ │ ├── filewrapper.py │ │ │ ├── heuristics.py │ │ │ ├── serialize.py │ │ │ └── wrapper.py │ │ │ ├── certifi │ │ │ ├── __init__.py │ │ │ ├── __main__.py │ │ │ ├── cacert.pem │ │ │ └── core.py │ │ │ ├── chardet │ │ │ ├── __init__.py │ │ │ ├── big5freq.py │ │ │ ├── big5prober.py │ │ │ ├── chardistribution.py │ │ │ ├── charsetgroupprober.py │ │ │ ├── charsetprober.py │ │ │ ├── cli │ │ │ │ ├── __init__.py │ │ │ │ └── chardetect.py │ │ │ ├── codingstatemachine.py │ │ │ ├── compat.py │ │ │ ├── cp949prober.py │ │ │ ├── enums.py │ │ │ ├── escprober.py │ │ │ ├── escsm.py │ │ │ ├── eucjpprober.py │ │ │ ├── euckrfreq.py │ │ │ ├── euckrprober.py │ │ │ ├── euctwfreq.py │ │ │ ├── euctwprober.py │ │ │ ├── gb2312freq.py │ │ │ ├── gb2312prober.py │ │ │ ├── hebrewprober.py │ │ │ ├── jisfreq.py │ │ │ ├── jpcntx.py │ │ │ ├── langbulgarianmodel.py │ │ │ ├── langcyrillicmodel.py │ │ │ ├── langgreekmodel.py │ │ │ ├── langhebrewmodel.py │ │ │ ├── langhungarianmodel.py │ │ │ ├── langthaimodel.py │ │ │ ├── langturkishmodel.py │ │ │ ├── latin1prober.py │ │ │ ├── mbcharsetprober.py │ │ │ ├── mbcsgroupprober.py │ │ │ ├── mbcssm.py │ │ │ ├── sbcharsetprober.py │ │ │ ├── sbcsgroupprober.py │ │ │ ├── sjisprober.py │ │ │ ├── universaldetector.py │ │ │ ├── utf8prober.py │ │ │ └── version.py │ │ │ ├── colorama │ │ │ ├── __init__.py │ │ │ ├── ansi.py │ │ │ ├── ansitowin32.py │ │ │ ├── initialise.py │ │ │ ├── win32.py │ │ │ └── winterm.py │ │ │ ├── distlib │ │ │ ├── __init__.py │ │ │ ├── _backport │ │ │ │ ├── __init__.py │ │ │ │ ├── misc.py │ │ │ │ ├── shutil.py │ │ │ │ ├── sysconfig.cfg │ │ │ │ ├── sysconfig.py │ │ │ │ └── tarfile.py │ │ │ ├── compat.py │ │ │ ├── database.py │ │ │ ├── index.py │ │ │ ├── locators.py │ │ │ ├── manifest.py │ │ │ ├── markers.py │ │ │ ├── metadata.py │ │ │ ├── resources.py │ │ │ ├── scripts.py │ │ │ ├── t32.exe │ │ │ ├── t64.exe │ │ │ ├── util.py │ │ │ ├── version.py │ │ │ ├── w32.exe │ │ │ ├── w64.exe │ │ │ └── wheel.py │ │ │ ├── distro.py │ │ │ ├── html5lib │ │ │ ├── __init__.py │ │ │ ├── _ihatexml.py │ │ │ ├── _inputstream.py │ │ │ ├── _tokenizer.py │ │ │ ├── _trie │ │ │ │ ├── __init__.py │ │ │ │ ├── _base.py │ │ │ │ ├── datrie.py │ │ │ │ └── py.py │ │ │ ├── _utils.py │ │ │ ├── constants.py │ │ │ ├── filters │ │ │ │ ├── __init__.py │ │ │ │ ├── alphabeticalattributes.py │ │ │ │ ├── base.py │ │ │ │ ├── inject_meta_charset.py │ │ │ │ ├── lint.py │ │ │ │ ├── optionaltags.py │ │ │ │ ├── sanitizer.py │ │ │ │ └── whitespace.py │ │ │ ├── html5parser.py │ │ │ ├── serializer.py │ │ │ ├── treeadapters │ │ │ │ ├── __init__.py │ │ │ │ ├── genshi.py │ │ │ │ └── sax.py │ │ │ ├── treebuilders │ │ │ │ ├── __init__.py │ │ │ │ ├── base.py │ │ │ │ ├── dom.py │ │ │ │ ├── etree.py │ │ │ │ └── etree_lxml.py │ │ │ └── treewalkers │ │ │ │ ├── __init__.py │ │ │ │ ├── base.py │ │ │ │ ├── dom.py │ │ │ │ ├── etree.py │ │ │ │ ├── etree_lxml.py │ │ │ │ └── genshi.py │ │ │ ├── idna │ │ │ ├── __init__.py │ │ │ ├── codec.py │ │ │ ├── compat.py │ │ │ ├── core.py │ │ │ ├── idnadata.py │ │ │ ├── intranges.py │ │ │ ├── package_data.py │ │ │ └── uts46data.py │ │ │ ├── ipaddress.py │ │ │ ├── lockfile │ │ │ ├── __init__.py │ │ │ ├── linklockfile.py │ │ │ ├── mkdirlockfile.py │ │ │ ├── pidlockfile.py │ │ │ ├── sqlitelockfile.py │ │ │ └── symlinklockfile.py │ │ │ ├── msgpack │ │ │ ├── __init__.py │ │ │ ├── _version.py │ │ │ ├── exceptions.py │ │ │ └── fallback.py │ │ │ ├── packaging │ │ │ ├── __about__.py │ │ │ ├── __init__.py │ │ │ ├── _compat.py │ │ │ ├── _structures.py │ │ │ ├── markers.py │ │ │ ├── requirements.py │ │ │ ├── specifiers.py │ │ │ ├── utils.py │ │ │ └── version.py │ │ │ ├── pep517 │ │ │ ├── __init__.py │ │ │ ├── _in_process.py │ │ │ ├── build.py │ │ │ ├── check.py │ │ │ ├── colorlog.py │ │ │ ├── compat.py │ │ │ ├── envbuild.py │ │ │ └── wrappers.py │ │ │ ├── pkg_resources │ │ │ ├── __init__.py │ │ │ └── py31compat.py │ │ │ ├── progress │ │ │ ├── __init__.py │ │ │ ├── bar.py │ │ │ ├── counter.py │ │ │ ├── helpers.py │ │ │ └── spinner.py │ │ │ ├── pyparsing.py │ │ │ ├── pytoml │ │ │ ├── __init__.py │ │ │ ├── core.py │ │ │ ├── parser.py │ │ │ ├── test.py │ │ │ ├── utils.py │ │ │ └── writer.py │ │ │ ├── requests │ │ │ ├── __init__.py │ │ │ ├── __version__.py │ │ │ ├── _internal_utils.py │ │ │ ├── adapters.py │ │ │ ├── api.py │ │ │ ├── auth.py │ │ │ ├── certs.py │ │ │ ├── compat.py │ │ │ ├── cookies.py │ │ │ ├── exceptions.py │ │ │ ├── help.py │ │ │ ├── hooks.py │ │ │ ├── models.py │ │ │ ├── packages.py │ │ │ ├── sessions.py │ │ │ ├── status_codes.py │ │ │ ├── structures.py │ │ │ └── utils.py │ │ │ ├── retrying.py │ │ │ ├── six.py │ │ │ ├── urllib3 │ │ │ ├── __init__.py │ │ │ ├── _collections.py │ │ │ ├── connection.py │ │ │ ├── connectionpool.py │ │ │ ├── contrib │ │ │ │ ├── __init__.py │ │ │ │ ├── _appengine_environ.py │ │ │ │ ├── _securetransport │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── bindings.py │ │ │ │ │ └── low_level.py │ │ │ │ ├── appengine.py │ │ │ │ ├── ntlmpool.py │ │ │ │ ├── pyopenssl.py │ │ │ │ ├── securetransport.py │ │ │ │ └── socks.py │ │ │ ├── exceptions.py │ │ │ ├── fields.py │ │ │ ├── filepost.py │ │ │ ├── packages │ │ │ │ ├── __init__.py │ │ │ │ ├── backports │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── makefile.py │ │ │ │ ├── six.py │ │ │ │ └── ssl_match_hostname │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── _implementation.py │ │ │ ├── poolmanager.py │ │ │ ├── request.py │ │ │ ├── response.py │ │ │ └── util │ │ │ │ ├── __init__.py │ │ │ │ ├── connection.py │ │ │ │ ├── queue.py │ │ │ │ ├── request.py │ │ │ │ ├── response.py │ │ │ │ ├── retry.py │ │ │ │ ├── ssl_.py │ │ │ │ ├── timeout.py │ │ │ │ ├── url.py │ │ │ │ └── wait.py │ │ │ └── webencodings │ │ │ ├── __init__.py │ │ │ ├── labels.py │ │ │ ├── mklabels.py │ │ │ ├── tests.py │ │ │ └── x_user_defined.py │ ├── pkg_resources │ │ ├── __init__.py │ │ ├── _vendor │ │ │ ├── __init__.py │ │ │ ├── appdirs.py │ │ │ ├── packaging │ │ │ │ ├── __about__.py │ │ │ │ ├── __init__.py │ │ │ │ ├── _compat.py │ │ │ │ ├── _structures.py │ │ │ │ ├── markers.py │ │ │ │ ├── requirements.py │ │ │ │ ├── specifiers.py │ │ │ │ ├── utils.py │ │ │ │ └── version.py │ │ │ ├── pyparsing.py │ │ │ └── six.py │ │ ├── extern │ │ │ └── __init__.py │ │ └── py31compat.py │ ├── setuptools-40.8.0.dist-info │ │ ├── INSTALLER │ │ ├── LICENSE │ │ ├── METADATA │ │ ├── RECORD │ │ ├── WHEEL │ │ ├── dependency_links.txt │ │ ├── entry_points.txt │ │ ├── top_level.txt │ │ └── zip-safe │ ├── setuptools │ │ ├── __init__.py │ │ ├── _deprecation_warning.py │ │ ├── _vendor │ │ │ ├── __init__.py │ │ │ ├── packaging │ │ │ │ ├── __about__.py │ │ │ │ ├── __init__.py │ │ │ │ ├── _compat.py │ │ │ │ ├── _structures.py │ │ │ │ ├── markers.py │ │ │ │ ├── requirements.py │ │ │ │ ├── specifiers.py │ │ │ │ ├── utils.py │ │ │ │ └── version.py │ │ │ ├── pyparsing.py │ │ │ └── six.py │ │ ├── archive_util.py │ │ ├── build_meta.py │ │ ├── cli-32.exe │ │ ├── cli-64.exe │ │ ├── cli.exe │ │ ├── command │ │ │ ├── __init__.py │ │ │ ├── alias.py │ │ │ ├── bdist_egg.py │ │ │ ├── bdist_rpm.py │ │ │ ├── bdist_wininst.py │ │ │ ├── build_clib.py │ │ │ ├── build_ext.py │ │ │ ├── build_py.py │ │ │ ├── develop.py │ │ │ ├── dist_info.py │ │ │ ├── easy_install.py │ │ │ ├── egg_info.py │ │ │ ├── install.py │ │ │ ├── install_egg_info.py │ │ │ ├── install_lib.py │ │ │ ├── install_scripts.py │ │ │ ├── launcher manifest.xml │ │ │ ├── py36compat.py │ │ │ ├── register.py │ │ │ ├── rotate.py │ │ │ ├── saveopts.py │ │ │ ├── sdist.py │ │ │ ├── setopt.py │ │ │ ├── test.py │ │ │ ├── upload.py │ │ │ └── upload_docs.py │ │ ├── config.py │ │ ├── dep_util.py │ │ ├── depends.py │ │ ├── dist.py │ │ ├── extension.py │ │ ├── extern │ │ │ └── __init__.py │ │ ├── glibc.py │ │ ├── glob.py │ │ ├── gui-32.exe │ │ ├── gui-64.exe │ │ ├── gui.exe │ │ ├── launch.py │ │ ├── lib2to3_ex.py │ │ ├── monkey.py │ │ ├── msvc.py │ │ ├── namespaces.py │ │ ├── package_index.py │ │ ├── pep425tags.py │ │ ├── py27compat.py │ │ ├── py31compat.py │ │ ├── py33compat.py │ │ ├── sandbox.py │ │ ├── script (dev).tmpl │ │ ├── script.tmpl │ │ ├── site-patch.py │ │ ├── ssl_support.py │ │ ├── unicode_utils.py │ │ ├── version.py │ │ ├── wheel.py │ │ └── windows_support.py │ ├── wheel-0.33.1.dist-info │ │ ├── INSTALLER │ │ ├── LICENSE.txt │ │ ├── METADATA │ │ ├── RECORD │ │ ├── WHEEL │ │ ├── entry_points.txt │ │ └── top_level.txt │ └── wheel │ │ ├── __init__.py │ │ ├── __main__.py │ │ ├── bdist_wheel.py │ │ ├── cli │ │ ├── __init__.py │ │ ├── convert.py │ │ ├── pack.py │ │ └── unpack.py │ │ ├── metadata.py │ │ ├── pep425tags.py │ │ ├── pkginfo.py │ │ ├── util.py │ │ └── wheelfile.py │ ├── site.py │ ├── sre.py │ ├── sre_compile.py │ ├── sre_constants.py │ ├── sre_parse.py │ ├── stat.py │ ├── types.py │ └── warnings.py ├── local ├── bin ├── include └── lib └── pip-selfcheck.json /.idea/TSP.iml: 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