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Qiskit Optimization (#877)

* implement first part of steve's comments

* skip some unnecessary varform checks

* Revert "skip some unnecessary varform checks"

* rename OptimizationProblem with QuadraticProgram

* test cplex installation

* fixed decode func for continuous variables

* fixed format and added docstrings for the test

* fix some codes after merge of upstream

* change None for not impl error

* is_compatible returns bool and raises

* adding support for quadratic constraints

* fixing imports

* rename OptimizationProblem with QuadraticProgram in test_converters

* commenting out quad constraints support

* fix typos, add references

* is_compatible for bool, get_incomptability for msg

* incompatibility in admm / cplex optimizer

* rename to compatibility_msg

* == not >

* update cplex optimizer

* update cplex display settings

* update recursive min optimizer docstring

examples should be in class level, not module level
fix class level docstring in general

* (Re)move utils (#67)

* reorganize utils

* add missing init

* fix import in test

* (Re)move results  (#68)

* move results to algo files

* remove solution/qualitymetrics for now

they are safely stored on another branch but are currently not used so there is no reason to have them in this release

* move the results objects to algorithms

* update quadratic program, linear expression, linear constraint, variable and tests

* add quadratic_expression

* add quadratic constraint and tests

* add quadratic objective

* Update quadratic_program.py

* add linear_constraint

* revise constraints

* fix tests and avoid cyclic import

* fix default quadratic constraint name

* Update test_quadratic_program.py

* moving to a new optimization stack

* update constraints handling

* Update constraint.py

* moving to a new optimization stack

* add __getitem__() to linear and quadratic expres... (continued)

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Source Files on job 3208.16 (DEPENDENCY_BRANCH=$(if [[ "$TRAVIS_BRANCH" == stable* ]]; then echo "stable"; else echo "master"; fi) INIT_FILE="$TRAVIS_BUILD_DIR/qiskit/__init__.py")